From 4fcdb8b426c01af73fff44a773052b5d8b565af2 Mon Sep 17 00:00:00 2001
From: Marcos Nils <1578458+marcosnils@users.noreply.github.com>
Date: Thu, 10 Jul 2025 13:52:38 -0300
Subject: [PATCH 001/504] add container-use to code execution
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index bd88ede7..d8ef8ea6 100644
--- a/README.md
+++ b/README.md
@@ -244,6 +244,7 @@ Code execution servers. Allow LLMs to execute code in a secure environment, e.g.
- [pydantic/pydantic-ai/mcp-run-python](https://github.com/pydantic/pydantic-ai/tree/main/mcp-run-python) 🐍 🏠 - Run Python code in a secure sandbox via MCP tool calls
- [r33drichards/mcp-js](https://github.com/r33drichards/mcp-js) 🦀 🏠 🐧 🍎 - A Javascript code execution sandbox that uses v8 to isolate code to run AI generated javascript locally without fear. Supports heap snapshotting for persistent sessions.
- [yepcode/mcp-server-js](https://github.com/yepcode/mcp-server-js) 🎖️ 📇 ☁️ - Execute any LLM-generated code in a secure and scalable sandbox environment and create your own MCP tools using JavaScript or Python, with full support for NPM and PyPI packages
+- [dagger/container-use](https://github.com/dagger/container-use) 🏎️ 🏠 🐧 🍎 🪟 - Containerized environments for coding agents. Multiple agents can work independently, isolated in fresh containers and git branches. No conflicts, many experiments. Full execution history, terminal access to agent environments, git workflow. Any agent/model/infra stack.
### 🤖 Coding Agents
From d8853bc008a576fbf71c4a37b1573a95bef1dfab Mon Sep 17 00:00:00 2001
From: Theo Brigitte
Date: Fri, 11 Jul 2025 20:20:26 +0200
Subject: [PATCH 002/504] Add MCP time server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index ef61ce1c..40201bb1 100644
--- a/README.md
+++ b/README.md
@@ -1105,6 +1105,7 @@ Interact with Git repositories and version control platforms. Enables repository
- [tacticlaunch/mcp-linear](https://github.com/tacticlaunch/mcp-linear) 📇 ☁️ 🍎 🪟 🐧 - Integrates with Linear project management system
- [tanigami/mcp-server-perplexity](https://github.com/tanigami/mcp-server-perplexity) 🐍 ☁️ - Interacting with Perplexity API.
- [tevonsb/homeassistant-mcp](https://github.com/tevonsb/homeassistant-mcp) 📇 🏠 - Access Home Assistant data and control devices (lights, switches, thermostats, etc).
+- [TheoBrigitte/mcp-time](https://github.com/TheoBrigitte/mcp-time) 🏎️ 🏠 🍎 🪟 🐧 - MCP server which provides utilities to work with time and dates, with natural language, multiple formats and timezone convertion capabilities.
- [tomekkorbak/oura-mcp-server](https://github.com/tomekkorbak/oura-mcp-server) 🐍 ☁️ - An MCP server for Oura, an app for tracking sleep
- [tqiqbal/mcp-confluence-server](https://github.com/tqiqbal/mcp-confluence-server) 🐍 - A Model Context Protocol (MCP) server for interacting with Confluence Data Center via REST API.
- [ttommyth/interactive-mcp](https://github.com/ttommyth/interactive-mcp) 📇 🏠 🍎 🪟 🐧 - Enables interactive LLM workflows by adding local user prompts and chat capabilities directly into the MCP loop.
From 3a2bb3bdf6d656fd45cb0290925602ea88dc0bcf Mon Sep 17 00:00:00 2001
From: Coder
Date: Mon, 14 Jul 2025 10:51:12 +0300
Subject: [PATCH 003/504] Add kanboard-mcp server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 2c694f89..df4fa9f5 100644
--- a/README.md
+++ b/README.md
@@ -997,6 +997,7 @@ Interact with Git repositories and version control platforms. Enables repository
### 🏢 Workplace & Productivity
+- [bivex/kanboard-mcp](https://github.com/bivex/kanboard-mcp) 🏎️ ☁️ 🏠 - A Model Context Protocol (MCP) server written in Go that empowers AI agents and Large Language Models (LLMs) to seamlessly interact with Kanboard. It transforms natural language commands into Kanboard API calls, enabling intelligent automation of project, task, and user management, streamlining workflows, and enhancing productivity.
- [giuseppe-coco/Google-Workspace-MCP-Server](https://github.com/giuseppe-coco/Google-Workspace-MCP-Server) 🐍 ☁️ 🍎 🪟 🐧 - MCP server that seamlessly interacts with your Google Calendar, Gmail, Drive and so on.
- [MarkusPfundstein/mcp-gsuite](https://github.com/MarkusPfundstein/mcp-gsuite) 🐍 ☁️ - Integration with gmail and Google Calendar.
- [takumi0706/google-calendar-mcp](https://github.com/takumi0706/google-calendar-mcp) 📇 ☁️ - An MCP server to interface with the Google Calendar API. Based on TypeScript.
From 9f50fd001d6c4e619d5a102f33d38116b44176db Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=C3=81ngel=20M?=
Date: Mon, 14 Jul 2025 13:25:51 +0200
Subject: [PATCH 004/504] feat: add endor MCP
---
README-ja.md | 1 +
README-ko.md | 1 +
README-pt_BR.md | 1 +
README-th.md | 1 +
README-zh.md | 1 +
README-zh_TW.md | 1 +
README.md | 1 +
7 files changed, 7 insertions(+)
diff --git a/README-ja.md b/README-ja.md
index 8a371b41..eac10567 100644
--- a/README-ja.md
+++ b/README-ja.md
@@ -297,6 +297,7 @@ aliyun/alibabacloud-tablestore-mcp-server ☕ 🐍 ☁️ - 阿里云表格存
- [InhiblabCore/mcp-image-compression](https://github.com/InhiblabCore/mcp-image-compression) 🐍 🏠 - 様々な画像フォーマットのローカル圧縮のためのMCPサーバー。
- [SDGLBL/mcp-claude-code](https://github.com/SDGLBL/mcp-claude-code) 🐍 🏠 - MCPを使用したClaude Code機能の実装で、AIによるコード理解、修正、プロジェクト分析を包括的なツールサポートで実現します。
- [api7/apisix-mcp](https://github.com/api7/apisix-mcp) 🎖️ 📇 🏠 [Apache APISIX](https://github.com/apache/apisix) のすべてのリソースの照会と管理をサポートするMCPサービス。
+- [endorhq/cli](https://github.com/endorhq/cli) 📇 ☁️ 🏠 🪟 🐧 🍎 - Endorを使用すると、AIエージェントはMariaDB、Postgres、Redis、Memcached、Alpine、Valkeyなどのサービスを隔離されたサンドボックス内で実行できます。5秒以内に起動する、事前構成済みのアプリケーションを入手できます。. [ドキュメントを確認する](https://docs.endor.dev/mcp/overview/).
- [ios-simulator-mcp](https://github.com/joshuayoes/ios-simulator-mcp) 📇 🏠 🍎 - iOS シミュレータと対話するためのモデル コンテキスト プロトコル (MCP) サーバー。このサーバーを使用すると、iOS シミュレータに関する情報を取得したり、UI の対話を制御したり、UI 要素を検査したりして、iOS シミュレータと対話できます。
- [higress-group/higress-ops-mcp-server](https://github.com/higress-group/higress-ops-mcp-server) 🐍 🏠 - MCP サーバーが [Higress](https://github.com/alibaba/higress/blob/main/README_JP.md) ゲートウェイの構成と操作を管理するための全面的なツールを提供します。
- [yiwenlu66/PiloTY](https://github.com/yiwenlu66/PiloTY) 🐍 🏠 - AIエージェントが状態保持セッション、SSH接続、バックグラウンドプロセス管理を使ってインタラクティブターミナルを制御できるPTY操作のAIパイロット
diff --git a/README-ko.md b/README-ko.md
index e17cb96c..1a0b4cf8 100644
--- a/README-ko.md
+++ b/README-ko.md
@@ -265,6 +265,7 @@
- [zcaceres/fetch-mcp](https://github.com/zcaceres/fetch-mcp) 📇 🏠 - JSON, 텍스트, HTML 데이터를 유연하게 가져오는 MCP 서버
- [r-huijts/xcode-mcp-server](https://github.com/r-huijts/xcode-mcp-server) 📇 🏠 🍎 - 프로젝트 관리, 파일 작업 및 빌드 자동화를 위한 Xcode 통합
- [snaggle-ai/openapi-mcp-server](https://github.com/snaggle-ai/openapi-mcp-server) 🏎️ 🏠 - Open API 사양(v3)을 사용하여 모든 HTTP/REST API 서버 연결
+- [endorhq/cli](https://github.com/endorhq/cli) 📇 ☁️ 🏠 🪟 🐧 🍎 - Endor를 사용하면 AI 에이전트가 MariaDB, Postgres, Redis, Memcached, Alpine, Valkey 등의 서비스를 격리된 샌드박스에서 실행할 수 있습니다. 5초 이내에 부팅되는 사전 구성된 애플리케이션을 이용하세요. [문서를 확인하세요](https://docs.endor.dev/mcp/overview/).
- [jetbrains/mcpProxy](https://github.com/JetBrains/mcpProxy) 🎖️ 📇 🏠 - JetBrains IDE에 연결
- [tumf/mcp-text-editor](https://github.com/tumf/mcp-text-editor) 🐍 🏠 - 라인 지향 텍스트 파일 편집기. 토큰 사용량을 최소화하기 위해 효율적인 부분 파일 접근으로 LLM 도구에 최적화됨.
- [@joshuarileydev/simulator-mcp-server](https://github.com/JoshuaRileyDev/simulator-mcp-server) 📇 🏠 - iOS 시뮬레이터를 제어하는 MCP 서버
diff --git a/README-pt_BR.md b/README-pt_BR.md
index f80cb50e..967c3ec2 100644
--- a/README-pt_BR.md
+++ b/README-pt_BR.md
@@ -268,6 +268,7 @@ Ferramentas e integrações que aprimoram o fluxo de trabalho de desenvolvimento
- [admica/FileScopeMCP](https://github.com/admica/FileScopeMCP) 🐍 📇 🦀 - Analisa sua base de código identificando arquivos importantes com base em relacionamentos de dependência. Gera diagramas e pontuações de importância, ajudando assistentes de IA a entender a base de código.
- [ambar/simctl-mcp](https://github.com/ambar/simctl-mcp) 📇 🏠 🍎 Uma implementação de servidor MCP para controle de Simulador iOS.
- [api7/apisix-mcp](https://github.com/api7/apisix-mcp) 🎖️ 📇 🏠 Servidor MCP que oferece suporte à consulta e gerenciamento de todos os recursos no [Apache APISIX](https://github.com/apache/apisix).
+- [endorhq/cli](https://github.com/endorhq/cli) 📇 ☁️ 🏠 🪟 🐧 🍎 - O Endor permite que seus agentes de IA executem serviços como MariaDB, Postgres, Redis, Memcached, Alpine ou Valkey em sandboxes isoladas. Obtenha aplicativos pré-configurados que inicializam em menos de 5 segundos. [Confira nossa documentação](https://docs.endor.dev/mcp/overview/).
- [yiwenlu66/PiloTY](https://github.com/yiwenlu66/PiloTY) 🐍 🏠 - Piloto de IA para operações PTY que permite aos agentes controlar terminais interativos com sessões com estado, conexões SSH e gerenciamento de processos em segundo plano
- [lpigeon/ros-mcp-server](https://github.com/lpigeon/ros-mcp-server) 🐍 🏠 🍎 🪟 🐧 - O servidor ROS MCP auxilia no controle de robôs convertendo comandos em linguagem natural do usuário em comandos de controle para ROS ou ROS2.
- [freema/mcp-design-system-extractor](https://github.com/freema/mcp-design-system-extractor) 📇 🏠 - Extrai informações de componentes de sistemas de design Storybook. Fornece HTML, estilos, propriedades, dependências, tokens de tema e metadados de componentes para análise de sistemas de design com IA.
diff --git a/README-th.md b/README-th.md
index e8295da4..d8a24457 100644
--- a/README-th.md
+++ b/README-th.md
@@ -261,6 +261,7 @@
- [Coment-ML/Opik-MCP](https://github.com/comet-ml/opik-mcp) 🎖️ 📇 ☁️ 🏠 - พูดคุยกับการสังเกตการณ์ LLM การติดตาม และการตรวจสอบที่บันทึกโดย Opik โดยใช้ภาษาธรรมชาติ
- [davidlin2k/pox-mcp-server](https://github.com/davidlin2k/pox-mcp-server) 🐍 🏠 - เซิร์ฟเวอร์ MCP สำหรับตัวควบคุม POX SDN เพื่อให้ความสามารถในการควบคุมและจัดการเครือข่าย
- [delano/postman-mcp-server](https://github.com/delano/postman-mcp-server) 📇 ☁️ - โต้ตอบกับ [Postman API](https://www.postman.com/postman/postman-public-workspace/)
+- [endorhq/cli](https://github.com/endorhq/cli) 📇 ☁️ 🏠 🪟 🐧 🍎 - Endor ช่วยให้เอเจนต์ AI ของคุณรันบริการต่างๆ เช่น MariaDB, Postgres, Redis, Memcached, Alpine หรือ Valkey ในแซนด์บ็อกซ์ที่แยกจากกัน รับแอปพลิเคชันที่กำหนดค่าไว้ล่วงหน้าซึ่งบูตได้ภายในเวลาไม่ถึง 5 วินาที. [ตรวจสอบเอกสารของเรา](https://docs.endor.dev/mcp/overview/).
- [flipt-io/mcp-server-flipt](https://github.com/flipt-io/mcp-server-flipt) 📇 🏠 - ช่วยให้ผู้ช่วย AI สามารถโต้ตอบกับแฟล็กคุณสมบัติของคุณใน [Flipt](https://flipt.io)
- [GLips/Figma-Context-MCP](https://github.com/GLips/Figma-Context-MCP) 📇 🏠 - ให้ตัวแทน coding เข้าถึงข้อมูล Figma โดยตรงเพื่อช่วยในการใช้งานการออกแบบแบบ one-shot
- [gofireflyio/firefly-mcp](https://github.com/gofireflyio/firefly-mcp) 🎖️ 📇 ☁️ - ผสานรวม ค้นพบ จัดการ และเข้ารหัสทรัพยากรคลาวด์ด้วย [Firefly](https://firefly.ai)
diff --git a/README-zh.md b/README-zh.md
index 1ef8c2e5..73cc5795 100644
--- a/README-zh.md
+++ b/README-zh.md
@@ -284,6 +284,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
- [kealuya/mcp-jina-ai](https://github.com/kealuya/mcp-jina-ai) 🏎️ 🏠 - 集成 Jina.ai 将目标网页进行总结，转换成对LLM友好的Markdown格式返回
- [r-huijts/xcode-mcp-server](https://github.com/r-huijts/xcode-mcp-server) 📇 🏠 🍎 - Xcode 集成，支持项目管理、文件操作和构建自动化
- [snaggle-ai/openapi-mcp-server](https://github.com/snaggle-ai/openapi-mcp-server) 🏎️ 🏠 - 使用开放 API 规范 (v3) 连接任何 HTTP/REST API 服务器
+- [endorhq/cli](https://github.com/endorhq/cli) 📇 ☁️ 🏠 🪟 🐧 🍎 - Endor 让您的 AI 代理在隔离沙盒中运行 MariaDB、Postgres、Redis、Memcached、Alpine 或 Valkey 等服务。获取预配置的应用程序，启动时间不到 5 秒. [查看我们的文档](https://docs.endor.dev/mcp/overview/).
- [jetbrains/mcpProxy](https://github.com/JetBrains/mcpProxy) 🎖️ 📇 🏠 - 连接到 JetBrains IDE
- [tumf/mcp-text-editor](https://github.com/tumf/mcp-text-editor) 🐍 🏠 - 面向行的文本文件编辑器。针对 LLM 工具进行了优化，具有高效的部分文件访问功能，可最大限度地减少令牌使用量。
- [@joshuarileydev/simulator-mcp-server](https://github.com/JoshuaRileyDev/simulator-mcp-server) 📇 🏠 - 用于控制 iOS 模拟器的 MCP 服务器
diff --git a/README-zh_TW.md b/README-zh_TW.md
index ff2d7b1e..d414d8a1 100644
--- a/README-zh_TW.md
+++ b/README-zh_TW.md
@@ -232,6 +232,7 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和
- [zcaceres/fetch-mcp](https://github.com/zcaceres/fetch-mcp) 📇 🏠 - 一個靈活獲取 JSON、文本和 HTML 數據的 MCP 伺服器
- [r-huijts/xcode-mcp-server](https://github.com/r-huijts/xcode-mcp-server) 📇 🏠 🍎 - Xcode 集成，支援項目管理、文件操作和構建自動化
- [snaggle-ai/openapi-mcp-server](https://github.com/snaggle-ai/openapi-mcp-server) 🏎️ 🏠 - 使用開放 API 規範 (v3) 連接任何 HTTP/REST API 伺服器
+- [endorhq/cli](https://github.com/endorhq/cli) 📇 ☁️ 🏠 🪟 🐧 🍎 - Endor 讓您的 AI 代理程式在隔離沙盒中執行 MariaDB、Postgres、Redis、Memcached、Alpine 或 Valkey 等服務。取得預先配置的應用程序，啟動時間不到 5 秒. [查看我們的文檔](https://docs.endor.dev/mcp/overview/).
- [jetbrains/mcpProxy](https://github.com/JetBrains/mcpProxy) 🎖️ 📇 🏠 - 連接到 JetBrains IDE
- [tumf/mcp-text-editor](https://github.com/tumf/mcp-text-editor) 🐍 🏠 - 面向行的文本文件編輯器。針對 LLM 工具進行了最佳化，具有高效的部分文件訪問功能，可最大限度地減少令牌使用量。
- [@joshuarileydev/simulator-mcp-server](https://github.com/JoshuaRileyDev/simulator-mcp-server) 📇 🏠 - 用於控制 iOS 模擬器的 MCP 伺服器
diff --git a/README.md b/README.md
index 2c694f89..5d9eb4ab 100644
--- a/README.md
+++ b/README.md
@@ -457,6 +457,7 @@ Tools and integrations that enhance the development workflow and environment man
- [davidlin2k/pox-mcp-server](https://github.com/davidlin2k/pox-mcp-server) 🐍 🏠 - MCP server for the POX SDN controller to provides network control and management capabilities.
- [delano/postman-mcp-server](https://github.com/delano/postman-mcp-server) 📇 ☁️ - Interact with [Postman API](https://www.postman.com/postman/postman-public-workspace/)
- [docker/hub-mcp](https://github.com/docker/hub-mcp) 🎖️ 📇 ☁️ 🏠 - Official MCP server to interact with Docker Hub, providing access to repositories, hub search and Docker Hardened Images
+- [endorhq/cli](https://github.com/endorhq/cli) 📇 ☁️ 🏠 🪟 🐧 🍎 - Endor lets your AI agents run services like MariaDB, Postgres, Redis, Memcached, Alpine, or Valkey in isolated sandboxes. Get pre-configured applications that boot in less than 5 seconds. [Check our docs](https://docs.endor.dev/mcp/overview/).
- [flipt-io/mcp-server-flipt](https://github.com/flipt-io/mcp-server-flipt) 📇 🏠 - Enable AI assistants to interact with your feature flags in [Flipt](https://flipt.io).
- [freema/mcp-design-system-extractor](https://github.com/freema/mcp-design-system-extractor) 📇 🏠 - Extracts component information from Storybook design systems. Provides HTML, styles, props, dependencies, theme tokens and component metadata for AI-powered design system analysis.
- [gitkraken/gk-cli](https://github.com/gitkraken/gk-cli) 🎖️ 🏎️ 🏠 ☁️ 🍎 🪟 🐧 - A CLI for interacting with GitKraken APIs. Includes an MCP server via `gk mcp` that not only wraps GitKraken APIs, but also Jira, GitHub, GitLab, and more. Works with local tools and remote services.
From 46a8bb74da5765ac37131500dc916ddc514e7ad8 Mon Sep 17 00:00:00 2001
From: Heather Downing
Date: Mon, 14 Jul 2025 16:53:42 -0500
Subject: [PATCH 005/504] Update README.md with InfluxDB 3 official MCP server
link
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 2c694f89..4d553ab0 100644
--- a/README.md
+++ b/README.md
@@ -366,6 +366,7 @@ Secure database access with schema inspection capabilities. Enables querying and
- [hannesrudolph/sqlite-explorer-fastmcp-mcp-server](https://github.com/hannesrudolph/sqlite-explorer-fastmcp-mcp-server) 🐍 🏠 - An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to explore and query SQLite databases with built-in safety features and query validation.
- [hydrolix/mcp-hydrolix](https://github.com/hydrolix/mcp-hydrolix) 🎖️ 🐍 ☁️ - Hydrolix time-series datalake integration providing schema exploration and query capabilities to LLM-based workflows.
- [idoru/influxdb-mcp-server](https://github.com/idoru/influxdb-mcp-server) 📇 ☁️ 🏠 - Run queries against InfluxDB OSS API v2.
+- [InfluxData/influxdb3_mcp_server](https://github.com/influxdata/influxdb3_mcp_server) 🎖️ 📇 🏠 ☁️ - Official MCP server for InfluxDB 3 Core/Enterprise/Cloud Dedicated
- [isaacwasserman/mcp-snowflake-server](https://github.com/isaacwasserman/mcp-snowflake-server) 🐍 ☁️ - Snowflake integration implementing read and (optional) write operations as well as insight tracking
- [yannbrrd/simple_snowflake_mcp](https://github.com/YannBrrd/simple_snowflake_mcp) 🐍 ☁️ - Simple Snowflake MCP server that works behind a corporate proxy. Read and write (optional) operations
- [joshuarileydev/supabase-mcp-server](https://github.com/joshuarileydev/supabase) - Supabase MCP Server for managing and creating projects and organisations in Supabase
From 57af2a05aa69e845efa85a3e6215215a74dd1f99 Mon Sep 17 00:00:00 2001
From: sozler24
Date: Mon, 14 Jul 2025 15:43:24 -0700
Subject: [PATCH 006/504] Add new reddit-summarizer-mcp server
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 2c694f89..e8cdd1b5 100644
--- a/README.md
+++ b/README.md
@@ -925,7 +925,7 @@ Integration with social media platforms to allow posting, analytics, and interac
- [HagaiHen/facebook-mcp-server](https://github.com/HagaiHen/facebook-mcp-server) 🐍 ☁️ - Integrates with Facebook Pages to enable direct management of posts, comments, and engagement metrics through the Graph API for streamlined social media management.
- [kunallunia/twitter-mcp](https://github.com/LuniaKunal/mcp-twitter) 🐍 🏠 - All-in-one Twitter management solution providing timeline access, user tweet retrieval, hashtag monitoring, conversation analysis, direct messaging, sentiment analysis of a post, and complete post lifecycle control - all through a streamlined API.
- [macrocosm-os/macrocosmos-mcp](https://github.com/macrocosm-os/macrocosmos-mcp) - 🎖️ 🐍 ☁️ Access real-time X/Reddit/YouTube data directly in your LLM applications with search phrases, users, and date filtering.
-
+- [sinanefeozler/reddit-summarizer-mcp](https://github.com/sinanefeozler/reddit-summarizer-mcp) 🐍 🏠 ☁️ - MCP server for summarizing users's reddit homepage or any subreddit based on posts and comments.
### 🏃 Sports
From 9a6b61132094ca70f61e5dcaae6a694600d706a5 Mon Sep 17 00:00:00 2001
From: Amine El Kouhen
Date: Tue, 15 Jul 2025 01:54:58 +0200
Subject: [PATCH 007/504] Add CockroachDB MCP server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 2c694f89..0c611a4b 100644
--- a/README.md
+++ b/README.md
@@ -335,6 +335,7 @@ Secure database access with schema inspection capabilities. Enables querying and
- [Aiven-Open/mcp-aiven](https://github.com/Aiven-Open/mcp-aiven) - 🐍 ☁️ 🎖️ - Navigate your [Aiven projects](https://go.aiven.io/mcp-server) and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services
- [alexanderzuev/supabase-mcp-server](https://github.com/alexander-zuev/supabase-mcp-server) - Supabase MCP Server with support for SQL query execution and database exploration tools
- [aliyun/alibabacloud-tablestore-mcp-server](https://github.com/aliyun/alibabacloud-tablestore-mcp-server) ☕ 🐍 ☁️ - MCP service for Tablestore, features include adding documents, semantic search for documents based on vectors and scalars, RAG-friendly, and serverless.
+- [amineelkouhen/mcp-cockroachdb](https://github.com/amineelkouhen/mcp-cockroachdb) 🐍 ☁️ - A Model Context Protocol server for managing, monitoring, and querying data in [CockroachDB](https://cockroachlabs.com).
- [benborla29/mcp-server-mysql](https://github.com/benborla/mcp-server-mysql) ☁️ 🏠 - MySQL database integration in NodeJS with configurable access controls and schema inspection
- [bytebase/dbhub](https://github.com/bytebase/dbhub) 📇 🏠 – Universal database MCP server supporting mainstream databases.
- [c4pt0r/mcp-server-tidb](https://github.com/c4pt0r/mcp-server-tidb) 🐍 ☁️ - TiDB database integration with schema inspection and query capabilities
From a8acf4c8a7c7df845540f64ed981c1b2d8f9e8ac Mon Sep 17 00:00:00 2001
From: b
Date: Tue, 15 Jul 2025 19:01:58 +1000
Subject: [PATCH 008/504] add promptexecution/cratedocs-mcp
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 2c694f89..ff9f9b38 100644
--- a/README.md
+++ b/README.md
@@ -464,6 +464,7 @@ Tools and integrations that enhance the development workflow and environment man
- [gofireflyio/firefly-mcp](https://github.com/gofireflyio/firefly-mcp) 🎖️ 📇 ☁️ - Integrates, discovers, manages, and codifies cloud resources with [Firefly](https://firefly.ai).
- [gorosun/unified-diff-mcp](https://github.com/gorosun/unified-diff-mcp) 📇 🏠 - Generate and visualize unified diff comparisons with beautiful HTML/PNG output, supporting side-by-side and line-by-line views for filesystem dry-run integration
- [Govcraft/rust-docs-mcp-server](https://github.com/Govcraft/rust-docs-mcp-server) 🦀 🏠 - Provides up-to-date documentation context for a specific Rust crate to LLMs via an MCP tool, using semantic search (embeddings) and LLM summarization.
+- [PromptExecution/cratedocs-mcp](https://github.com/promptexecution/cratedocs-mcp) 🦀 🏠 - Outputs short-form Rust crate derived traits,interfaces, etc. from AST (uses same api as rust-analyzer), output limits (token estimation) & crate docs w/regex stripping.
- [haris-musa/excel-mcp-server](https://github.com/haris-musa/excel-mcp-server) 🐍 🏠 - An Excel manipulation server providing workbook creation, data operations, formatting, and advanced features (charts, pivot tables, formulae).
- [higress-group/higress-ops-mcp-server](https://github.com/higress-group/higress-ops-mcp-server) 🐍 🏠 - MCP server that provides comprehensive tools for managing [Higress](https://github.com/alibaba/higress) gateway configurations and operations.
- [hijaz/postmancer](https://github.com/hijaz/postmancer) 📇 🏠 - A MCP server for replacing Rest Clients like Postman/Insomnia, by allowing your LLM to maintain and use api collections.
From 4316c37f78b38e858fd5b1364b66a07eae621fe9 Mon Sep 17 00:00:00 2001
From: Luke Seelenbinder
Date: Tue, 15 Jul 2025 15:57:12 +0300
Subject: [PATCH 009/504] Add Stadia Maps MCP Server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 2c694f89..708b91a3 100644
--- a/README.md
+++ b/README.md
@@ -750,6 +750,7 @@ Location-based services and mapping tools. Enables AI models to work with geogra
- [rossshannon/Weekly-Weather-mcp](https://github.com/rossshannon/weekly-weather-mcp.git) 🐍 ☁️ - Weekly Weather MCP server which returns 7 full days of detailed weather forecasts anywhere in the world.
- [SaintDoresh/Weather-MCP-ClaudeDesktop](https://github.com/SaintDoresh/Weather-MCP-ClaudeDesktop.git) 🐍 ☁️ - An MCP tool that provides real-time weather data, forecasts, and historical weather information using the OpenWeatherMap API.
- [SecretiveShell/MCP-timeserver](https://github.com/SecretiveShell/MCP-timeserver) 🐍 🏠 - Access the time in any timezone and get the current local time
+- [stadiamaps/stadiamaps-mcp-server-ts](https://github.com/stadiamaps/stadiamaps-mcp-server-ts) 📇 ☁️ - A MCP server for Stadia Maps' Location APIs - Lookup addresses, places with geocoding, find time zones, create routes and static maps
- [TimLukaHorstmann/mcp-weather](https://github.com/TimLukaHorstmann/mcp-weather) 📇 ☁️ - Accurate weather forecasts via the AccuWeather API (free tier available).
- [trackmage/trackmage-mcp-server](https://github.com/trackmage/trackmage-mcp-server) 📇 - Shipment tracking api and logistics management capabilities through the [TrackMage API] (https://trackmage.com/)
- [webcoderz/MCP-Geo](https://github.com/webcoderz/MCP-Geo) 🐍 🏠 - Geocoding MCP server for nominatim, ArcGIS, Bing
From de6fc12f7f014c5e729bb50cbee301ffef689f09 Mon Sep 17 00:00:00 2001
From: Woody <2997336+MWGMorningwood@users.noreply.github.com>
Date: Tue, 15 Jul 2025 16:20:35 -0400
Subject: [PATCH 010/504] Update README.md with
MWGMorningwood/Central-Memory-MCP
Added [MWGMorningwood/Central-Memory-MCP](https://github.com/MWGMorningwood/Central-Memory-MCP) to the Knowledge & Memory section of the English readme list.
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 2c694f89..12e683e3 100644
--- a/README.md
+++ b/README.md
@@ -714,6 +714,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to
- [0xshellming/mcp-summarizer](https://github.com/0xshellming/mcp-summarizer) 📕 ☁️ - AI Summarization MCP Server, Support for multiple content types: Plain text, Web pages, PDF documents, EPUB books, HTML content
- [apecloud/ApeRAG](https://github.com/apecloud/ApeRAG) 🐍 ☁️ 🏠 - Production-ready RAG platform combining Graph RAG, vector search, and full-text search. Best choice for building your own Knowledge Graph and for Context Engineering
+- [MWGMorningwood/Central-Memory-MCP](https://github.com/MWGMorningwood/Central-Memory-MCP) 📇 ☁️ - An Azure PaaS-hostable MCP server that provides a workspace-grounded knowledge graph for multiple developers using Azure Functions MCP triggers and Table storage.
- [chatmcp/mcp-server-chatsum](https://github.com/chatmcp/mcp-server-chatsum) - Query and summarize your chat messages with AI prompts.
- [CheMiguel23/MemoryMesh](https://github.com/CheMiguel23/MemoryMesh) 📇 🏠 - Enhanced graph-based memory with a focus on AI role-play and story generation
- [entanglr/zettelkasten-mcp](https://github.com/entanglr/zettelkasten-mcp) 🐍 🏠 - A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, and search atomic notes through Claude and other MCP-compatible clients.
From c118d77b83685cd233d5d6e31de7ba6fb0c5c5aa Mon Sep 17 00:00:00 2001
From: Bright-L01
Date: Tue, 15 Jul 2025 16:48:07 -0400
Subject: [PATCH 011/504] Add NetworkX MCP Server to Data Science Tools
- First NetworkX integration for Model Context Protocol
- Enables graph analysis and visualization in AI conversations
- Supports 13 operations including centrality, PageRank, community detection
- Production-ready v1.0.0 available on PyPI
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 2c694f89..4e10d625 100644
--- a/README.md
+++ b/README.md
@@ -561,6 +561,7 @@ Integrations and tools designed to simplify data exploration, analysis and enhan
- [optuna/optuna-mcp](https://github.com/optuna/optuna-mcp) 🎖️ 🐍 🏠 🐧 🍎 - Official MCP server enabling seamless orchestration of hyperparameter search and other optimization tasks with [Optuna](https://optuna.org/).
- [reading-plus-ai/mcp-server-data-exploration](https://github.com/reading-plus-ai/mcp-server-data-exploration) 🐍 ☁️ - Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.
- [subelsky/bundler_mcp](https://github.com/subelsky/bundler_mcp) 💎 🏠 - Enables agents to query local information about dependencies in a Ruby project's `Gemfile`.
+- [Bright-L01/networkx-mcp-server](https://github.com/Bright-L01/networkx-mcp-server) 🐍 🏠 - The first NetworkX integration for Model Context Protocol, enabling graph analysis and visualization directly in AI conversations. Supports 13 operations including centrality algorithms, community detection, PageRank, and graph visualization.
- [zcaceres/markdownify-mcp](https://github.com/zcaceres/markdownify-mcp) 📇 🏠 - An MCP server to convert almost any file or web content into Markdown
### 📟 Embedded System
From e5d5b7ff14aaffa00b691ba1845860a3be058b28 Mon Sep 17 00:00:00 2001
From: Woody <2997336+MWGMorningwood@users.noreply.github.com>
Date: Tue, 15 Jul 2025 20:27:34 -0400
Subject: [PATCH 012/504] Corrected bad alphabetization
Was previously alphabetized by MCP server name, not by full github path like the rest. Corrected.
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 12e683e3..2a0ced08 100644
--- a/README.md
+++ b/README.md
@@ -714,7 +714,6 @@ Persistent memory storage using knowledge graph structures. Enables AI models to
- [0xshellming/mcp-summarizer](https://github.com/0xshellming/mcp-summarizer) 📕 ☁️ - AI Summarization MCP Server, Support for multiple content types: Plain text, Web pages, PDF documents, EPUB books, HTML content
- [apecloud/ApeRAG](https://github.com/apecloud/ApeRAG) 🐍 ☁️ 🏠 - Production-ready RAG platform combining Graph RAG, vector search, and full-text search. Best choice for building your own Knowledge Graph and for Context Engineering
-- [MWGMorningwood/Central-Memory-MCP](https://github.com/MWGMorningwood/Central-Memory-MCP) 📇 ☁️ - An Azure PaaS-hostable MCP server that provides a workspace-grounded knowledge graph for multiple developers using Azure Functions MCP triggers and Table storage.
- [chatmcp/mcp-server-chatsum](https://github.com/chatmcp/mcp-server-chatsum) - Query and summarize your chat messages with AI prompts.
- [CheMiguel23/MemoryMesh](https://github.com/CheMiguel23/MemoryMesh) 📇 🏠 - Enhanced graph-based memory with a focus on AI role-play and story generation
- [entanglr/zettelkasten-mcp](https://github.com/entanglr/zettelkasten-mcp) 🐍 🏠 - A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, and search atomic notes through Claude and other MCP-compatible clients.
@@ -725,6 +724,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to
- [kaliaboi/mcp-zotero](https://github.com/kaliaboi/mcp-zotero) 📇 ☁️ - A connector for LLMs to work with collections and sources on your Zotero Cloud
- [mem0ai/mem0-mcp](https://github.com/mem0ai/mem0-mcp) 🐍 🏠 - A Model Context Protocol server for Mem0 that helps manage coding preferences and patterns, providing tools for storing, retrieving and semantically handling code implementations, best practices and technical documentation in IDEs like Cursor and Windsurf
- [modelcontextprotocol/server-memory](https://github.com/modelcontextprotocol/servers/tree/main/src/memory) 📇 🏠 - Knowledge graph-based persistent memory system for maintaining context
+- [MWGMorningwood/Central-Memory-MCP](https://github.com/MWGMorningwood/Central-Memory-MCP) 📇 ☁️ - An Azure PaaS-hostable MCP server that provides a workspace-grounded knowledge graph for multiple developers using Azure Functions MCP triggers and Table storage.
- [pinecone-io/assistant-mcp](https://github.com/pinecone-io/assistant-mcp) 🎖️ 🦀 ☁️ - Connects to your Pinecone Assistant and gives the agent context from its knowledge engine.
- [ragieai/mcp-server](https://github.com/ragieai/ragie-mcp-server) 📇 ☁️ - Retrieve context from your [Ragie](https://www.ragie.ai) (RAG) knowledge base connected to integrations like Google Drive, Notion, JIRA and more.
- [TechDocsStudio/biel-mcp](https://github.com/TechDocsStudio/biel-mcp) 📇 ☁️ - Let AI tools like Cursor, VS Code, or Claude Desktop answer questions using your product docs. Biel.ai provides the RAG system and MCP server.
From 065c327c11181801a699eff3e4c1b1786cc45c28 Mon Sep 17 00:00:00 2001
From: Yutarop
Date: Wed, 16 Jul 2025 06:29:12 +0000
Subject: [PATCH 013/504] add ros2 mcp server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 2c694f89..72b6670a 100644
--- a/README.md
+++ b/README.md
@@ -535,6 +535,7 @@ Tools and integrations that enhance the development workflow and environment man
- [yiwenlu66/PiloTY](https://github.com/yiwenlu66/PiloTY) 🐍 🏠 - AI pilot for PTY operations enabling agents to control interactive terminals with stateful sessions, SSH connections, and background process management
- [YuChenSSR/mindmap-mcp-server](https://github.com/YuChenSSR/mindmap-mcp-server) 🐍 🏠 - A Model Context Protocol (MCP) server for generating a beautiful interactive mindmap.
- [YuChenSSR/multi-ai-advisor](https://github.com/YuChenSSR/multi-ai-advisor-mcp) 📇 🏠 - A Model Context Protocol (MCP) server that queries multiple Ollama models and combines their responses, providing diverse AI perspectives on a single question.
+- [Yutarop/ros-mcp](git@github.com:Yutarop/awesome-mcp-servers.git) 🐍🏠🐧 - MCP server that supports ROS2 topics, services, and actions communication, and controls robots using natural language.
- [yWorks/mcp-typescribe](https://github.com/yWorks/mcp-typescribe) 📇 🏠 - MCP server that provides Typescript API information efficiently to the agent to enable it to work with untrained APIs
- [zaizaizhao/mcp-swagger-server](https://github.com/zaizaizhao/mcp-swagger-server) 📇 ☁️ 🏠 - A Model Context Protocol (MCP) server that converts OpenAPI/Swagger specifications to MCP format, enabling AI assistants to interact with REST APIs through standardized protocol.
- [zcaceres/fetch-mcp](https://github.com/zcaceres/fetch-mcp) 📇 🏠 - An MCP server to flexibly fetch JSON, text, and HTML data
From b8fccb8547d47c7af427c55bfc43963ea0e6031b Mon Sep 17 00:00:00 2001
From: Yuta <120556494+Yutarop@users.noreply.github.com>
Date: Wed, 16 Jul 2025 15:32:02 +0900
Subject: [PATCH 014/504] add ros2 mcp server
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 72b6670a..9c3f729b 100644
--- a/README.md
+++ b/README.md
@@ -535,7 +535,7 @@ Tools and integrations that enhance the development workflow and environment man
- [yiwenlu66/PiloTY](https://github.com/yiwenlu66/PiloTY) 🐍 🏠 - AI pilot for PTY operations enabling agents to control interactive terminals with stateful sessions, SSH connections, and background process management
- [YuChenSSR/mindmap-mcp-server](https://github.com/YuChenSSR/mindmap-mcp-server) 🐍 🏠 - A Model Context Protocol (MCP) server for generating a beautiful interactive mindmap.
- [YuChenSSR/multi-ai-advisor](https://github.com/YuChenSSR/multi-ai-advisor-mcp) 📇 🏠 - A Model Context Protocol (MCP) server that queries multiple Ollama models and combines their responses, providing diverse AI perspectives on a single question.
-- [Yutarop/ros-mcp](git@github.com:Yutarop/awesome-mcp-servers.git) 🐍🏠🐧 - MCP server that supports ROS2 topics, services, and actions communication, and controls robots using natural language.
+- [Yutarop/ros-mcp](https://github.com/Yutarop/ros-mcp) 🐍🏠🐧 - MCP server that supports ROS2 topics, services, and actions communication, and controls robots using natural language.
- [yWorks/mcp-typescribe](https://github.com/yWorks/mcp-typescribe) 📇 🏠 - MCP server that provides Typescript API information efficiently to the agent to enable it to work with untrained APIs
- [zaizaizhao/mcp-swagger-server](https://github.com/zaizaizhao/mcp-swagger-server) 📇 ☁️ 🏠 - A Model Context Protocol (MCP) server that converts OpenAPI/Swagger specifications to MCP format, enabling AI assistants to interact with REST APIs through standardized protocol.
- [zcaceres/fetch-mcp](https://github.com/zcaceres/fetch-mcp) 📇 🏠 - An MCP server to flexibly fetch JSON, text, and HTML data
From b26972aea397142797bb0a55bf6517b25acc392f Mon Sep 17 00:00:00 2001
From: Bartek Michalak
Date: Thu, 17 Jul 2025 08:41:01 +0200
Subject: [PATCH 015/504] Add fhir-mcp-server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 2c694f89..2e8ef204 100644
--- a/README.md
+++ b/README.md
@@ -160,6 +160,7 @@ Access and explore art collections, cultural heritage, and museum databases. Ena
- [longevity-genie/gget-mcp](https://github.com/longevity-genie/gget-mcp) 🐍 🏠 ☁️ - MCP server providing a powerful bioinformatics toolkit for genomics queries and analysis, wrapping the popular `gget` library.
- [longevity-genie/opengenes-mcp](https://github.com/longevity-genie/opengenes-mcp) 🎖️ 🐍 🏠 ☁️ - MCP server for a queryable database for aging and longevity research from the OpenGenes project.
- [longevity-genie/synergy-age-mcp](https://github.com/longevity-genie/synergy-age-mcp) 🎖️ 🐍 🏠 ☁️ - MCP server for the SynergyAge database of synergistic and antagonistic genetic interactions in longevity.
+- [the-momentum/fhir-mcp-server](https://github.com/the-momentum/fhir-mcp-server) 🐍 🏠 ☁️ - MCP Server that connects AI agents to FHIR servers. One example use case is querying patient history in natural language.
### 📂 Browser Automation
From d7022d84f6603fb47b8ff5ac1065b39a6f9ffb23 Mon Sep 17 00:00:00 2001
From: Pradumna Saraf
Date: Fri, 18 Jul 2025 20:15:25 +0530
Subject: [PATCH 016/504] chore: and add new AviationStack MCP server
---
README.md | 3 ++-
1 file changed, 2 insertions(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 2c694f89..3eb0ca05 100644
--- a/README.md
+++ b/README.md
@@ -67,7 +67,7 @@ Checkout [awesome-mcp-clients](https://github.com/punkpeye/awesome-mcp-clients/)
> [!NOTE]
> Confused about Local 🏠 vs Cloud ☁️?
> * Use local when MCP server is talking to a locally installed software, e.g. taking control over Chrome browser.
-> * Use network when MCP server is talking to remote APIs, e.g. weather API.
+> * Use cloud when MCP server is talking to remote APIs, e.g. weather API.
## Server Implementations
@@ -976,6 +976,7 @@ Access to travel and transportation information. Enables querying schedules, rou
- [lucygoodchild/mcp-national-rail](https://github.com/lucygoodchild/mcp-national-rail) 📇 ☁️ - An MCP server for UK National Rail trains service, providing train schedules and live travel information, intergrating the Realtime Trains API
- [openbnb-org/mcp-server-airbnb](https://github.com/openbnb-org/mcp-server-airbnb) 📇 ☁️ - Provides tools to search Airbnb and get listing details.
- [pab1it0/tripadvisor-mcp](https://github.com/pab1it0/tripadvisor-mcp) 📇 🐍 - A MCP server that enables LLMs to interact with Tripadvisor API, supporting location data, reviews, and photos through standardized MCP interfaces
+- [Pradumnasaraf/aviationstack-mcp](https://github.com/Pradumnasaraf/aviationstack-mcp) 🐍 ☁️ 🍎 🪟 🐧 - An MCP server using the AviationStack API to fetch real-time flight data including airline flights, airport schedules, future flights and aircraft types.
- [r-huijts/ns-mcp-server](https://github.com/r-huijts/ns-mcp-server) 📇 ☁️ - Access Dutch Railways (NS) travel information, schedules, and real-time updates
- [skedgo/tripgo-mcp-server](https://github.com/skedgo/tripgo-mcp-server) 📇 ☁️ - Provides tools from the TripGo API for multi-modal trip planning, transport locations, and public transport departures, including real-time information.
- [srinath1510/alltrails-mcp-server](https://github.com/srinath1510/alltrails-mcp-server) 🐍 ☁️ - A MCP server that provides access to AllTrails data, allowing you to search for hiking trails and get detailed trail information
From 27349ec32f46b70839c2b47117209300c4cbfdf1 Mon Sep 17 00:00:00 2001
From: fabian-emilius
Date: Tue, 22 Jul 2025 16:58:37 +0200
Subject: [PATCH 017/504] Add sequa mcp
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 2c694f89..0aa3a1fa 100644
--- a/README.md
+++ b/README.md
@@ -540,6 +540,7 @@ Tools and integrations that enhance the development workflow and environment man
- [zcaceres/fetch-mcp](https://github.com/zcaceres/fetch-mcp) 📇 🏠 - An MCP server to flexibly fetch JSON, text, and HTML data
- [zenml-io/mcp-zenml](https://github.com/zenml-io/mcp-zenml) 🐍 🏠 ☁️ - An MCP server to connect with your [ZenML](https://www.zenml.io) MLOps and LLMOps pipelines
- [zillow/auto-mobile](https://github.com/zillow/auto-mobile) 📇 🏠 🐧 - Tool suite built around an MCP server for Android automation for developer workflow and testing
+- [sequa-ai/sequa-mcp](https://github.com/sequa-ai/sequa-mcp) 📇 ☁️ 🐧🍎🪟 - Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools know your entire codebase and docs out of the box.
### 🔒 Delivery
From 133e14846922d33387ab26017d08b4b086f9b346 Mon Sep 17 00:00:00 2001
From: fabian-emilius
Date: Tue, 22 Jul 2025 18:15:28 +0200
Subject: [PATCH 018/504] Fix mcp position
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 0aa3a1fa..15ef561f 100644
--- a/README.md
+++ b/README.md
@@ -515,6 +515,7 @@ Tools and integrations that enhance the development workflow and environment man
- [sammcj/mcp-package-version](https://github.com/sammcj/mcp-package-version) 📇 🏠 - An MCP Server to help LLMs suggest the latest stable package versions when writing code.
- [sapientpants/sonarqube-mcp-server](https://github.com/sapientpants/sonarqube-mcp-server) 🦀 ☁️ 🏠 - A Model Context Protocol (MCP) server that integrates with SonarQube to provide AI assistants with access to code quality metrics, issues, and quality gate statuses
- [SDGLBL/mcp-claude-code](https://github.com/SDGLBL/mcp-claude-code) 🐍 🏠 - An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project analysis with comprehensive tool support.
+- [sequa-ai/sequa-mcp](https://github.com/sequa-ai/sequa-mcp) 📇 ☁️ 🐧🍎🪟 - Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools know your entire codebase and docs out of the box.
- [snaggle-ai/openapi-mcp-server](https://github.com/snaggle-ai/openapi-mcp-server) 🏎️ 🏠 - Connect any HTTP/REST API server using an Open API spec (v3)
- [spacecode-ai/SpaceBridge-MCP](https://github.com/spacecode-ai/SpaceBridge-MCP) 🐍 🏠 🍎 🐧 - Bring structure and preserve context in vibe coding by automatically tracking issues.
- [stass/lldb-mcp](https://github.com/stass/lldb-mcp) 🐍 🏠 🐧 🍎 - A MCP server for LLDB enabling AI binary and core file analysis, debugging, disassembling.
@@ -540,7 +541,6 @@ Tools and integrations that enhance the development workflow and environment man
- [zcaceres/fetch-mcp](https://github.com/zcaceres/fetch-mcp) 📇 🏠 - An MCP server to flexibly fetch JSON, text, and HTML data
- [zenml-io/mcp-zenml](https://github.com/zenml-io/mcp-zenml) 🐍 🏠 ☁️ - An MCP server to connect with your [ZenML](https://www.zenml.io) MLOps and LLMOps pipelines
- [zillow/auto-mobile](https://github.com/zillow/auto-mobile) 📇 🏠 🐧 - Tool suite built around an MCP server for Android automation for developer workflow and testing
-- [sequa-ai/sequa-mcp](https://github.com/sequa-ai/sequa-mcp) 📇 ☁️ 🐧🍎🪟 - Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools know your entire codebase and docs out of the box.
### 🔒 Delivery
From 474433c1b78ba3db390a3811fdb7615bfd2c35bf Mon Sep 17 00:00:00 2001
From: hustcc
Date: Wed, 23 Jul 2025 09:24:56 +0800
Subject: [PATCH 019/504] docs: update to add mcp-echarts
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 2c694f89..e5cbd40f 100644
--- a/README.md
+++ b/README.md
@@ -322,6 +322,7 @@ Integration with communication platforms for message management and channel oper
Provides access to customer profiles inside of customer data platforms
- [antv/mcp-server-chart](https://github.com/antvis/mcp-server-chart) 🎖️ 📇 ☁️ - A Model Context Protocol server for generating visual charts using [AntV](https://github.com/antvis).
+- [hustcc/mcp-echarts](https://github.com/hustcc/mcp-echarts) 📇 🏠 - Generate visual charts using [Apache ECharts](https://echarts.apache.org) with AI MCP dynamically.
- [hustcc/mcp-mermaid](https://github.com/hustcc/mcp-mermaid) 📇 🏠 - Generate [mermaid](https://mermaid.js.org/) diagram and chart with AI MCP dynamically.
- [iaptic/mcp-server-iaptic](https://github.com/iaptic/mcp-server-iaptic) 🎖️ 📇 ☁️ - Connect with [iaptic](https://www.iaptic.com) to ask about your Customer Purchases, Transaction data and App Revenue statistics.
- [OpenDataMCP/OpenDataMCP](https://github.com/OpenDataMCP/OpenDataMCP) 🐍 ☁️ - Connect any Open Data to any LLM with Model Context Protocol.
From 8cc997f3bdb5352df1954f9c79e4d9d0fedb25f1 Mon Sep 17 00:00:00 2001
From: hustcc
Date: Wed, 23 Jul 2025 09:27:20 +0800
Subject: [PATCH 020/504] Update README-zh.md
---
README-zh.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README-zh.md b/README-zh.md
index 1ef8c2e5..3a85320b 100644
--- a/README-zh.md
+++ b/README-zh.md
@@ -207,6 +207,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
- [tinybirdco/mcp-tinybird](https://github.com/tinybirdco/mcp-tinybird) 🐍☁️ - MCP 服务器可从任何 MCP 客户端与 Tinybird Workspace 进行交互。
- [@iaptic/mcp-server-iaptic](https://github.com/iaptic/mcp-server-iaptic) 🎖️ 📇 ☁️ - 连接 [iaptic](https://www.iaptic.com) 平台，让您轻松查询客户购买记录、交易数据以及应用营收统计信息。
- [@antv/mcp-server-chart](https://github.com/antvis/mcp-server-chart) 🎖️ 📇 ☁️ - 一个基于 [AntV](https://github.com/antvis) 生成数据可视化图表的 MCP Server 插件。
+- [hustcc/mcp-echarts](https://github.com/hustcc/mcp-echarts) 📇 🏠 - AI 动态生成 [Apache ECharts](https://echarts.apache.org) 语法的可视化图表 MCP。
- [hustcc/mcp-mermaid](https://github.com/hustcc/mcp-mermaid) 📇 🏠 - AI 动态生成 [Mermaid](https://mermaid.js.org/) 语法的可视化图表 MCP。
### 🗄️ 数据库
From bb1055cd484432e01907c1f7e9ee978e8070f602 Mon Sep 17 00:00:00 2001
From: hustcc
Date: Wed, 23 Jul 2025 09:28:49 +0800
Subject: [PATCH 021/504] Update README-th.md
---
README-th.md | 4 +++-
1 file changed, 3 insertions(+), 1 deletion(-)
diff --git a/README-th.md b/README-th.md
index e8295da4..2df42033 100644
--- a/README-th.md
+++ b/README-th.md
@@ -178,7 +178,9 @@
- [iaptic/mcp-server-iaptic](https://github.com/iaptic/mcp-server-iaptic) 🎖️ 📇 ☁️ - เชื่อมต่อกับ [iaptic](https://www.iaptic.com) เพื่อถามเกี่ยวกับการซื้อของลูกค้า ข้อมูลธุรกรรม และสถิติรายได้ของแอป
- [OpenDataMCP/OpenDataMCP](https://github.com/OpenDataMCP/OpenDataMCP) 🐍 ☁️ - เชื่อมต่อข้อมูลเปิดใดๆ กับ LLM ใดๆ ด้วย Model Context Protocol
- [@antv/mcp-server-chart](https://github.com/antvis/mcp-server-chart) 🎖️ 📇 ☁️ - ปลั๊กอินสำหรับ MCP Server ที่สร้างขึ้นเพื่อสร้างแผนภูมิการมองเห็นข้อมูลโดยใช้ [AntV](https://github.com/antvis)
-- [hustcc/mcp-mermaid](https://github.com/hustcc/mcp-mermaid) 📇 🏠 - AI สร้างแผนภูมิที่มองเห็นได้แบบไดนามิกโดยใช้ไวยากรณ์ของ [Mermaid](ttps://mermaid.js.org/) MCP
+- [hustcc/mcp-echarts](https://github.com/hustcc/mcp-echarts) 📇 🏠 - AI สร้างแผนภูมิการมองเห็นที่เขียนด้วยไวยากรณ์ของ [Apache ECharts](https://echarts.apache.org) แบบไดนามิก MCP
+- [hustcc/mcp-mermaid](https://github.com/hustcc/mcp-mermaid) 📇 🏠 - AI สร้างแผนภูมิที่มองเห็นได้แบบไดนามิกโดยใช้ไวยากรณ์ของ [Mermaid](ttps://mermaid.js.org/) MCP
+
### 🗄️ ฐานข้อมูล
การเข้าถึงฐานข้อมูลอย่างปลอดภัยพร้อมความสามารถในการตรวจสอบสคีมา ช่วยให้สามารถสืบค้นและวิเคราะห์ข้อมูลด้วยการควบคุมความปลอดภัยที่กำหนดค่าได้ รวมถึงการเข้าถึงแบบอ่านอย่างเดียว
From 54bc34c3a2fade5a085bfacd4d12db48f40a49ba Mon Sep 17 00:00:00 2001
From: hustcc
Date: Wed, 23 Jul 2025 09:31:34 +0800
Subject: [PATCH 022/504] Update README-zh_TW.md
---
README-zh_TW.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README-zh_TW.md b/README-zh_TW.md
index ff2d7b1e..c999a980 100644
--- a/README-zh_TW.md
+++ b/README-zh_TW.md
@@ -179,6 +179,7 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和
- [tinybirdco/mcp-tinybird](https://github.com/tinybirdco/mcp-tinybird) 🐍☁️ - MCP 伺服器可從任何 MCP 用戶端與 Tinybird Workspace 進行交互。
- [@iaptic/mcp-server-iaptic](https://github.com/iaptic/mcp-server-iaptic) 🎖️ 📇 ☁️ - 連接 [iaptic](https://www.iaptic.com) 平台，讓您輕鬆查詢客戶購買記錄、交易數據以及應用營收統計資訊。
- [@antv/mcp-server-chart](https://github.com/antvis/mcp-server-chart) 🎖️ 📇 ☁️ - 一個基於 [AntV](https://github.com/antvis) 生成資料視覺化圖表的 MCP Server 插件。
+- - [hustcc/mcp-echarts](https://github.com/hustcc/mcp-echarts) 📇 🏠 - AI 動態生成 [Apache ECharts](https://echarts.apache.org) 語法的可視化圖表 MCP。
- [hustcc/mcp-mermaid](https://github.com/hustcc/mcp-mermaid) 📇 🏠 - AI 動態生成 [Mermaid](https://mermaid.js.org/) 語法的可視化圖表 MCP。
### 🗄️ 資料庫
From c3fa8f0ac5003b945e3488bba363642389375738 Mon Sep 17 00:00:00 2001
From: hustcc
Date: Wed, 23 Jul 2025 09:32:35 +0800
Subject: [PATCH 023/504] Update README-pt_BR.md
---
README-pt_BR.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README-pt_BR.md b/README-pt_BR.md
index f80cb50e..7c916eb3 100644
--- a/README-pt_BR.md
+++ b/README-pt_BR.md
@@ -230,6 +230,7 @@ Fornece acesso a perfis de clientes dentro de plataformas de dados de clientes
- [sergehuber/inoyu-mcp-unomi-server](https://github.com/sergehuber/inoyu-mcp-unomi-server) 📇 ☁️ - Um servidor MCP para acessar e atualizar perfis em um servidor CDP Apache Unomi.
- [tinybirdco/mcp-tinybird](https://github.com/tinybirdco/mcp-tinybird) 🐍 ☁️ - Um servidor MCP para interagir com um Workspace Tinybird a partir de qualquer cliente MCP.
- [@antv/mcp-server-chart](https://github.com/antvis/mcp-server-chart) 🎖️ 📇 ☁️ - Um plugin do MCP Server baseado no [AntV](https://github.com/antvis) para gerar gráficos de visualização de dados.
+- [hustcc/mcp-echarts](https://github.com/hustcc/mcp-echarts) 📇 🏠 - A ferramenta MCP gera dinamicamente gráficos visuais com sintaxe do [Apache ECharts](https://echarts.apache.org) usando IA.
- [hustcc/mcp-mermaid](https://github.com/hustcc/mcp-mermaid) 📇 🏠 - AI gera dinamicamente gráficos visuais usando a sintaxe [Mermaid](https://mermaid.js.org/) MCP.
### 🗄️ Bancos de Dados
From 538c2d3a2c578301c189fe0ece24b2de9540f3ac Mon Sep 17 00:00:00 2001
From: hustcc
Date: Wed, 23 Jul 2025 09:33:04 +0800
Subject: [PATCH 024/504] Update README-ko.md
---
README-ko.md | 3 ++-
1 file changed, 2 insertions(+), 1 deletion(-)
diff --git a/README-ko.md b/README-ko.md
index e17cb96c..6ef872c4 100644
--- a/README-ko.md
+++ b/README-ko.md
@@ -189,7 +189,8 @@
- [tinybirdco/mcp-tinybird](https://github.com/tinybirdco/mcp-tinybird) 🐍 ☁️ - 모든 MCP 클라이언트에서 Tinybird 워크스페이스와 상호 작용하기 위한 MCP 서버.
- [@iaptic/mcp-server-iaptic](https://github.com/iaptic/mcp-server-iaptic) 🎖️ 📇 ☁️ - [iaptic](https://www.iaptic.com)과 연결하여 고객 구매, 거래 데이터 및 앱 수익 통계에 대해 질문합니다.
- [@antv/mcp-server-chart](https://github.com/antvis/mcp-server-chart) 🎖️ 📇 ☁️ - [AntV](https://github.com/antvis) 를 기반으로 데이터 시각화 차트를 생성하는 MCP Server 플러그인.
-- [hustcc/mcp-mermaid](https://github.com/hustcc/mcp-mermaid) 📇 🏠 - AI는 [Mermaid](https://mermaid.js.org/) 문법을 사용하여 동적으로 시각화 차트 MCP를 생성합니다。
+- [hustcc/mcp-echarts](https://github.com/hustcc/mcp-echarts) 📇 🏠 - AI가 동적으로 생성하는 [Apache ECharts](https://echarts.apache.org) 문법을 활용한 시각화 차트 MCP.
+- [hustcc/mcp-mermaid](https://github.com/hustcc/mcp-mermaid) 📇 🏠 - AI는 [Mermaid](https://mermaid.js.org/) 문법을 사용하여 동적으로 시각화 차트 MCP를 생성합니다.
### 📊 데이터 플랫폼
From 39ac0fa394048210a0f1e6d6109ca4a13eeb476c Mon Sep 17 00:00:00 2001
From: hustcc
Date: Wed, 23 Jul 2025 09:33:41 +0800
Subject: [PATCH 025/504] Update README-ja.md
---
README-ja.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README-ja.md b/README-ja.md
index 8a371b41..b5a4bcc9 100644
--- a/README-ja.md
+++ b/README-ja.md
@@ -236,6 +236,7 @@ LLMがコードの読み取り、編集、実行を行い、一般的なプロ
- [sergehuber/inoyu-mcp-unomi-server](https://github.com/sergehuber/inoyu-mcp-unomi-server) 📇 ☁️ - Apache Unomi CDPサーバー上のプロファイルにアクセスし、更新するためのMCPサーバー。
- [@antv/mcp-server-chart](https://github.com/antvis/mcp-server-chart) 🎖️ 📇 ☁️ - [AntV](https://github.com/antvis) をベースにしたデータ可視化チャートを生成する MCP Server プラグイン。
- [Danielpeter-99/calcom-mcp](https://github.com/Danielpeter-99/calcom-mcp) 🐍 🏠 - Cal.com 用の MCP サーバー。イベントタイプの管理、予約の作成、LLM を通じた Cal.com のスケジューリングデータへのアクセスが可能です。
+- [hustcc/mcp-echarts](https://github.com/hustcc/mcp-echarts) 📇 🏠 - AI が動的に生成する [Apache ECharts](https://echarts.apache.org) 構文のビジュアルチャート MCP。
- [hustcc/mcp-mermaid](https://github.com/hustcc/mcp-mermaid) 📇 🏠 - AI が動的に [Mermaid](https://mermaid.js.org/) の構文を使用して可視化チャートMCPを生成します。
### 🗄️ データベース
From 6fe28c4a5cf316846abb5b49b3c6d0cc0dac037f Mon Sep 17 00:00:00 2001
From: vimukthiRajapaksha
Date: Wed, 23 Jul 2025 12:22:26 +0530
Subject: [PATCH 026/504] Add WSO2 FHIR MCP Server to Biology, Medicine and
Bioinformatics section
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 2c694f89..7e4fa17e 100644
--- a/README.md
+++ b/README.md
@@ -160,6 +160,7 @@ Access and explore art collections, cultural heritage, and museum databases. Ena
- [longevity-genie/gget-mcp](https://github.com/longevity-genie/gget-mcp) 🐍 🏠 ☁️ - MCP server providing a powerful bioinformatics toolkit for genomics queries and analysis, wrapping the popular `gget` library.
- [longevity-genie/opengenes-mcp](https://github.com/longevity-genie/opengenes-mcp) 🎖️ 🐍 🏠 ☁️ - MCP server for a queryable database for aging and longevity research from the OpenGenes project.
- [longevity-genie/synergy-age-mcp](https://github.com/longevity-genie/synergy-age-mcp) 🎖️ 🐍 🏠 ☁️ - MCP server for the SynergyAge database of synergistic and antagonistic genetic interactions in longevity.
+- [wso2/fhir-mcp-server](https://github.com/wso2/fhir-mcp-server) 🐍 🏠 ☁️ - Model Context Protocol server for Fast Healthcare Interoperability Resources (FHIR) APIs. Provides seamless integration with FHIR servers, enabling AI assistants to search, retrieve, create, update, and analyze clinical healthcare data with SMART-on-FHIR authentication support.
### 📂 Browser Automation
From dba5d6a8e4490e521757aa8132b7f665352237bb Mon Sep 17 00:00:00 2001
From: vimukthiRajapaksha
Date: Wed, 23 Jul 2025 12:29:27 +0530
Subject: [PATCH 027/504] Add WSO2 FHIR MCP Server to all language versions
- Added FHIR MCP server to Biology, Medicine and Bioinformatics section
- Updated table of contents in all README files
- Includes translations for Japanese, Korean, Portuguese, Thai, Chinese (Simplified and Traditional)
- Consistent formatting and proper emoji icons across all versions
---
README-ja.md | 10 ++++++++++
README-ko.md | 10 ++++++++++
README-pt_BR.md | 10 ++++++++++
README-th.md | 9 +++++++++
README-zh.md | 10 ++++++++++
README-zh_TW.md | 7 +++++++
6 files changed, 56 insertions(+)
diff --git a/README-ja.md b/README-ja.md
index 8a371b41..06a3541b 100644
--- a/README-ja.md
+++ b/README-ja.md
@@ -73,6 +73,7 @@
* 🔗 - [アグリゲーター](#aggregators)
* 🎨 - [芸術と文化](#art-and-culture)
+* 🧬 - [生物学、医学、バイオインフォマティクス](#bio)
* 📂 - [ブラウザ自動化](#browser-automation)
* ☁️ - [クラウドプラットフォーム](#cloud-platforms)
* 👨💻 - [コード実行](#code-execution)
@@ -141,6 +142,15 @@
- [PatrickPalmer/MayaMCP](https://github.com/PatrickPalmer/MayaMCP) 🐍 🏠 - Autodesk Maya用MCPサーバー
- [cantian-ai/bazi-mcp](https://github.com/cantian-ai/bazi-mcp) 📇 🏠 ☁️ 🍎 🪟 - 包括的で正確な八字（四柱推命）の命式作成と占い情報を提供
+### 🧬 生物学、医学、バイオインフォマティクス
+
+- [genomoncology/biomcp](https://github.com/genomoncology/biomcp) 🐍 ☁️ - PubMed、ClinicalTrials.gov、MyVariant.infoへのアクセスを提供する生物医学研究用MCPサーバー。
+- [longevity-genie/biothings-mcp](https://github.com/longevity-genie/biothings-mcp) 🐍 🏠 ☁️ - 遺伝子、遺伝的変異、薬物、分類学情報を含むBioThings APIと相互作用するMCPサーバー。
+- [longevity-genie/gget-mcp](https://github.com/longevity-genie/gget-mcp) 🐍 🏠 ☁️ - 人気の`gget`ライブラリをラップした、ゲノムクエリと解析のための強力なバイオインフォマティクスツールキットを提供するMCPサーバー。
+- [longevity-genie/opengenes-mcp](https://github.com/longevity-genie/opengenes-mcp) 🎖️ 🐍 🏠 ☁️ - OpenGenesプロジェクトの老化と長寿研究のためのクエリ可能なデータベース用MCPサーバー。
+- [longevity-genie/synergy-age-mcp](https://github.com/longevity-genie/synergy-age-mcp) 🎖️ 🐍 🏠 ☁️ - 長寿における相乗的および拮抗的遺伝的相互作用のSynergyAgeデータベース用MCPサーバー。
+- [wso2/fhir-mcp-server](https://github.com/wso2/fhir-mcp-server) 🐍 🏠 ☁️ - 高速医療相互運用性リソース（FHIR）API用モデルコンテキストプロトコルサーバー。FHIRサーバーとのシームレスな統合を提供し、AIアシスタントがSMART-on-FHIR認証サポートを使用して臨床医療データの検索、取得、作成、更新、分析を可能にします。
+
### ☁️ クラウドプラットフォーム
クラウドプラットフォームサービスの統合。クラウドインフラストラクチャとサービスの管理と対話を可能にします。
diff --git a/README-ko.md b/README-ko.md
index e17cb96c..4511fa2e 100644
--- a/README-ko.md
+++ b/README-ko.md
@@ -72,6 +72,7 @@
* 🔗 - [Aggregators](#aggregators)
* 📂 - [브라우저 자동화](#browser-automation)
* 🎨 - [예술 및 문화](#art-and-culture)
+* 🧬 - [생물학, 의학 및 생물정보학](#bio)
* ☁️ - [클라우드 플랫폼](#cloud-platforms)
* 🖥️ - [커맨드 라인](#command-line)
* 💬 - [커뮤니케이션](#communication)
@@ -129,6 +130,15 @@
- [r-huijts/rijksmuseum-mcp](https://github.com/r-huijts/rijksmuseum-mcp) 📇 ☁️ - 작품 검색, 세부 정보 및 컬렉션을 위한 Rijksmuseum API 통합
- [yuna0x0/anilist-mcp](https://github.com/yuna0x0/anilist-mcp) 📇 ☁️ - 애니메이션 및 만화 정보를 위한 AniList API를 통합하는 MCP 서버
+### 🧬 생물학, 의학 및 생물정보학
+
+- [genomoncology/biomcp](https://github.com/genomoncology/biomcp) 🐍 ☁️ - PubMed, ClinicalTrials.gov, MyVariant.info에 대한 액세스를 제공하는 생의학 연구용 MCP 서버.
+- [longevity-genie/biothings-mcp](https://github.com/longevity-genie/biothings-mcp) 🐍 🏠 ☁️ - 유전자, 유전적 변이, 약물 및 분류학 정보를 포함한 BioThings API와 상호 작용하는 MCP 서버.
+- [longevity-genie/gget-mcp](https://github.com/longevity-genie/gget-mcp) 🐍 🏠 ☁️ - 인기있는 `gget` 라이브러리를 래핑하여 유전체학 쿼리 및 분석을 위한 강력한 생물정보학 도구키트를 제공하는 MCP 서버.
+- [longevity-genie/opengenes-mcp](https://github.com/longevity-genie/opengenes-mcp) 🎖️ 🐍 🏠 ☁️ - OpenGenes 프로젝트의 노화 및 수명 연구를 위한 쿼리 가능한 데이터베이스용 MCP 서버.
+- [longevity-genie/synergy-age-mcp](https://github.com/longevity-genie/synergy-age-mcp) 🎖️ 🐍 🏠 ☁️ - 수명에서의 상승적 및 길항적 유전적 상호작용의 SynergyAge 데이터베이스용 MCP 서버.
+- [wso2/fhir-mcp-server](https://github.com/wso2/fhir-mcp-server) 🐍 🏠 ☁️ - 빠른 의료 상호운용성 리소스(FHIR) API용 모델 컨텍스트 프로토콜 서버. FHIR 서버와의 원활한 통합을 제공하여 AI 어시스턴트가 SMART-on-FHIR 인증 지원을 통해 임상 의료 데이터를 검색, 검색, 생성, 업데이트 및 분석할 수 있게 합니다.
+
### ☁️ 클라우드 플랫폼
클라우드 플랫폼 서비스 통합. 클라우드 인프라 및 서비스의 관리 및 상호 작용을 가능하게 합니다.
diff --git a/README-pt_BR.md b/README-pt_BR.md
index f80cb50e..3780cf15 100644
--- a/README-pt_BR.md
+++ b/README-pt_BR.md
@@ -74,6 +74,7 @@ Confira [awesome-mcp-clients](https://github.com/punkpeye/awesome-mcp-clients/)
* 🔗 - [Agregadores](#agregadores)
* 🎨 - [Arte e Cultura](#arte-e-cultura)
+* 🧬 - [Biologia, Medicina e Bioinformática](#biologia-medicina-bioinformatica)
* 📂 - [Automação de Navegadores](#automação-de-navegadores)
* ☁️ - [Plataformas em Nuvem](#plataformas-em-nuvem)
* 👨💻 - [Execução de Código](#execução-de-código)
@@ -130,6 +131,15 @@ Acesse e explore coleções de arte, patrimônio cultural e bancos de dados de m
- [diivi/aseprite-mcp](https://github.com/diivi/aseprite-mcp) 🐍 🏠 - Servidor MCP usando a API do Aseprite para criar pixel art
- [cantian-ai/bazi-mcp](https://github.com/cantian-ai/bazi-mcp) 📇 🏠 ☁️ 🍎 🪟 - Fornece análises abrangentes e precisas de Bazi (Quatro Pilares do Destino)
+### 🧬 Biologia, Medicina e Bioinformática
+
+- [genomoncology/biomcp](https://github.com/genomoncology/biomcp) 🐍 ☁️ - Servidor MCP de pesquisa biomédica fornecendo acesso ao PubMed, ClinicalTrials.gov e MyVariant.info.
+- [longevity-genie/biothings-mcp](https://github.com/longevity-genie/biothings-mcp) 🐍 🏠 ☁️ - Servidor MCP para interagir com a API BioThings, incluindo genes, variantes genéticas, medicamentos e informações taxonômicas.
+- [longevity-genie/gget-mcp](https://github.com/longevity-genie/gget-mcp) 🐍 🏠 ☁️ - Servidor MCP fornecendo um toolkit poderoso de bioinformática para consultas e análises genômicas, envolvendo a popular biblioteca `gget`.
+- [longevity-genie/opengenes-mcp](https://github.com/longevity-genie/opengenes-mcp) 🎖️ 🐍 🏠 ☁️ - Servidor MCP para um banco de dados consultável para pesquisa de envelhecimento e longevidade do projeto OpenGenes.
+- [longevity-genie/synergy-age-mcp](https://github.com/longevity-genie/synergy-age-mcp) 🎖️ 🐍 🏠 ☁️ - Servidor MCP para o banco de dados SynergyAge de interações genéticas sinérgicas e antagônicas na longevidade.
+- [wso2/fhir-mcp-server](https://github.com/wso2/fhir-mcp-server) 🐍 🏠 ☁️ - Servidor de Protocolo de Contexto de Modelo para APIs de Recursos de Interoperabilidade de Saúde Rápida (FHIR). Fornece integração perfeita com servidores FHIR, permitindo que assistentes de IA pesquisem, recuperem, criem, atualizem e analisem dados clínicos de saúde com suporte de autenticação SMART-on-FHIR.
+
### 📂 Automação de Navegadores
Acesso e recursos de automação de conteúdo web. Permite pesquisar, extrair e processar conteúdo web em formatos amigáveis para IA.
diff --git a/README-th.md b/README-th.md
index e8295da4..dd84146f 100644
--- a/README-th.md
+++ b/README-th.md
@@ -71,6 +71,7 @@
* 🔗 - [รวบรวม](#aggregators)
* 🎨 - [ศิลปะและวัฒนธรรม](#art-and-culture)
+* 🧬 - [ชีววิทยา การแพทย์ และไบโออินฟอร์เมติกส์](#bio)
* 📂 - [การทำงานอัตโนมัติของเบราว์เซอร์](#browser-automation)
* ☁️ - [แพลตฟอร์มคลาวด์](#cloud-platforms)
* 👨💻 - [การเรียกใช้โค้ด](#code-execution)
@@ -118,6 +119,14 @@
- [yuna0x0/anilist-mcp](https://github.com/yuna0x0/anilist-mcp) 📇 ☁️ - เซิร์ฟเวอร์ MCP ที่ผสานรวม AniList API สำหรับข้อมูลอนิเมะและมังงะ
- [cantian-ai/bazi-mcp](https://github.com/cantian-ai/bazi-mcp) 📇 🏠 ☁️ 🍎 🪟 - ให้บริการจัดทำแผนภูมิปาจื้อ (八字) และการวิเคราะห์ที่ครอบคลุมและแม่นยำ
+### 🧬 ชีววิทยา การแพทย์ และไบโออินฟอร์เมติกส์
+
+- [genomoncology/biomcp](https://github.com/genomoncology/biomcp) 🐍 ☁️ - เซิร์ฟเวอร์ MCP สำหรับการวิจัยทางชีวการแพทย์ที่ให้การเข้าถึง PubMed, ClinicalTrials.gov และ MyVariant.info
+- [longevity-genie/biothings-mcp](https://github.com/longevity-genie/biothings-mcp) 🐍 🏠 ☁️ - เซิร์ฟเวอร์ MCP เพื่อโต้ตอบกับ BioThings API รวมถึงยีน ความแปรปรวนทางพันธุกรรม ยา และข้อมูลอนุกรมวิธาน
+- [longevity-genie/gget-mcp](https://github.com/longevity-genie/gget-mcp) 🐍 🏠 ☁️ - เซิร์ฟเวอร์ MCP ที่ให้เครื่องมือไบโออินฟอร์เมติกส์ที่ทรงพลังสำหรับการสืบค้นและวิเคราะห์ทางพันธุกรรม ห่อหุ้มไลบรารี `gget` ยอดนิยม
+- [longevity-genie/opengenes-mcp](https://github.com/longevity-genie/opengenes-mcp) 🎖️ 🐍 🏠 ☁️ - เซิร์ฟเวอร์ MCP สำหรับฐานข้อมูลที่สามารถสืบค้นได้สำหรับการวิจัยเรื่องความชราและอายุยืนจากโครงการ OpenGenes
+- [longevity-genie/synergy-age-mcp](https://github.com/longevity-genie/synergy-age-mcp) 🎖️ 🐍 🏠 ☁️ - เซิร์ฟเวอร์ MCP สำหรับฐานข้อมูล SynergyAge ของปฏิสัมพันธ์ทางพันธุกรรมที่เสริมกันและต่อต้านกันในด้านอายุยืน
+- [wso2/fhir-mcp-server](https://github.com/wso2/fhir-mcp-server) 🐍 🏠 ☁️ - เซิร์ฟเวอร์โปรโตคอลบริบทโมเดลสำหรับ Fast Healthcare Interoperability Resources (FHIR) APIs ให้การผสานรวมที่ราบรื่นกับเซิร์ฟเวอร์ FHIR ทำให้ผู้ช่วย AI สามารถค้นหา ดึงข้อมูล สร้าง อัปเดต และวิเคราะห์ข้อมูลสุขภาพทางคลินิกด้วยการสนับสนุนการรับรองความถูกต้อง SMART-on-FHIR
### 📂 การทำงานอัตโนมัติของเบราว์เซอร์
diff --git a/README-zh.md b/README-zh.md
index 1ef8c2e5..ecfcd500 100644
--- a/README-zh.md
+++ b/README-zh.md
@@ -73,6 +73,7 @@
* 🔗 - [Aggregators](#aggregators)
* 📂 - [浏览器自动化](#browser-automation)
* 🎨 - [艺术与文化](#art-and-culture)
+* 🧬 - [生物学、医学和生物信息学](#bio)
* ☁️ - [云平台](#cloud-platforms)
* 🤖 - [编程智能体](#coding-agents)
* 🖥️ - [命令行](#command-line)
@@ -134,6 +135,15 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
- [r-huijts/rijksmuseum-mcp](https://github.com/r-huijts/rijksmuseum-mcp) 📇 ☁️ - 荷兰国立博物馆 API 集成，支持艺术品搜索、详情查询和收藏品浏览
- [yuna0x0/anilist-mcp](https://github.com/yuna0x0/anilist-mcp) 📇 ☁️ - 集成 AniList API 获取动画和漫画信息的 MCP 服务器
+### 🧬 生物学、医学和生物信息学
+
+- [genomoncology/biomcp](https://github.com/genomoncology/biomcp) 🐍 ☁️ - 生物医学研究 MCP 服务器，提供 PubMed、ClinicalTrials.gov 和 MyVariant.info 的访问。
+- [longevity-genie/biothings-mcp](https://github.com/longevity-genie/biothings-mcp) 🐍 🏠 ☁️ - 与 BioThings API 交互的 MCP 服务器，包括基因、遗传变异、药物和分类信息。
+- [longevity-genie/gget-mcp](https://github.com/longevity-genie/gget-mcp) 🐍 🏠 ☁️ - 提供强大的生物信息学工具包的 MCP 服务器，用于基因组查询和分析，封装了流行的 `gget` 库。
+- [longevity-genie/opengenes-mcp](https://github.com/longevity-genie/opengenes-mcp) 🎖️ 🐍 🏠 ☁️ - OpenGenes 项目的衰老和长寿研究可查询数据库的 MCP 服务器。
+- [longevity-genie/synergy-age-mcp](https://github.com/longevity-genie/synergy-age-mcp) 🎖️ 🐍 🏠 ☁️ - 长寿中协同和拮抗遗传相互作用的 SynergyAge 数据库的 MCP 服务器。
+- [wso2/fhir-mcp-server](https://github.com/wso2/fhir-mcp-server) 🐍 🏠 ☁️ - 快速医疗互操作性资源 (FHIR) API 的模型上下文协议服务器。提供与 FHIR 服务器的无缝集成，使 AI 助手能够在 SMART-on-FHIR 身份验证支持下搜索、检索、创建、更新和分析临床医疗数据。
+
### ☁️ 云平台
云平台服务集成。实现与云基础设施和服务的管理和交互。
diff --git a/README-zh_TW.md b/README-zh_TW.md
index ff2d7b1e..bfd0a60b 100644
--- a/README-zh_TW.md
+++ b/README-zh_TW.md
@@ -64,6 +64,7 @@
* 🔗 - [Aggregators](#aggregators)
* 📂 - [瀏覽器自動化](#browser-automation)
+* 🧬 - [生物學、醫學與生物資訊學](#biology-and-medicine)
* 🎨 - [藝術與文化](#art-and-culture)
* ☁️ - [雲端平台](#cloud-platforms)
* 🖥️ - [命令行](#command-line)
@@ -112,6 +113,12 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和
- [@pskill9/web-search](https://github.com/pskill9/web-search) 📇 🏠 - 一個支援使用 Google 搜尋結果進行免費網頁搜尋的 MCP 伺服器，無需 API 金鑰
- [@34892002/bilibili-mcp-js](https://github.com/34892002/bilibili-mcp-js) 📇 🏠 - 一個支援搜尋 B站 內容的 MCP 伺服器。提供LangChain呼叫範例、測試腳本。
+### 🧬 生物學、醫學與生物資訊學
+
+協助生物醫學研究、醫療保健數據交換和生物資訊學分析。提供對生物學和醫學數據庫、工具和標準的訪問。
+
+- [wso2/fhir-mcp-server](https://github.com/wso2/fhir-mcp-server) 🐍 🏠 ☁️ - 與 FHIR R4 基準和實作指南整合，支援搜尋、讀取、建立、更新和刪除醫療資源
+
### 🎨 藝術與文化
提供藝術收藏、文化遺產和博物館資料庫的訪問與探索。讓 AI 模型能夠搜尋和分析藝術文化內容。
From 243b408a8f3119fe5452379c2b637e15d31db196 Mon Sep 17 00:00:00 2001
From: blockchaingirl1407
<142514003+blockchaingirl1407@users.noreply.github.com>
Date: Wed, 23 Jul 2025 16:07:04 +0200
Subject: [PATCH 028/504] Update README.md
Please add Tatum MCP Server for Blockchain Data under Finance & FinTech list of MCP servers.
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 2c694f89..655ae4c2 100644
--- a/README.md
+++ b/README.md
@@ -681,6 +681,7 @@ Financial data access and analysis tools. Enables AI models to work with market
- [SaintDoresh/Crypto-Trader-MCP-ClaudeDesktop](https://github.com/SaintDoresh/Crypto-Trader-MCP-ClaudeDesktop.git) 🐍 ☁️ - An MCP tool that provides cryptocurrency market data using the CoinGecko API.
- [SaintDoresh/YFinance-Trader-MCP-ClaudeDesktop](https://github.com/SaintDoresh/YFinance-Trader-MCP-ClaudeDesktop.git) 🐍 ☁️ - An MCP tool that provides stock market data and analysis using the Yahoo Finance API.
- [shareseer/shareseer-mcp-server](https://github.com/shareseer/shareseer-mcp-server) 🏎️ ☁️ - MCP to Access SEC filings, financials & insider trading data in real time using [ShareSeer](https://shareseer.com)
+- [tatumio/blockchain-mcp](https://github.com/tatumio/blockchain-mcp) 🚀 ☁️ - MCP server for Blockchain Data. It provides access to Tatum's blockchain API across 130+ networks with tools including RPC Gateway and Blockchain Data insights.[Tatum](https://tatum.io/mcp)
- [ThomasMarches/substrate-mcp-rs](https://github.com/ThomasMarches/substrate-mcp-rs) 🦀 🏠 - An MCP server implementation to interact with Substrate-based blockchains. Built with Rust and interfacing the [subxt](https://github.com/paritytech/subxt) crate.
- [tooyipjee/yahoofinance-mcp](https://github.com/tooyipjee/yahoofinance-mcp.git) 📇 ☁️ - TS version of yahoo finance mcp.
- [Trade-Agent/trade-agent-mcp](https://github.com/Trade-Agent/trade-agent-mcp.git) 🎖️ ☁️ - Trade stocks and crypto on common brokerages (Robinhood, E*Trade, Coinbase, Kraken) via Trade Agent's MCP server.
From 51bcf14cf1c1f2b22d6847fddb09a61aac3f22a3 Mon Sep 17 00:00:00 2001
From: GianfrancoBazzani
Date: Thu, 24 Jul 2025 13:12:38 +0200
Subject: [PATCH 029/504] feat: Add OpenZeppelin MCP
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 2c694f89..c7b1c49a 100644
--- a/README.md
+++ b/README.md
@@ -498,6 +498,7 @@ Tools and integrations that enhance the development workflow and environment man
- [narumiruna/gitingest-mcp](https://github.com/narumiruna/gitingest-mcp) 🐍 🏠 - A MCP server that uses [gitingest](https://github.com/cyclotruc/gitingest) to convert any Git repository into a simple text digest of its codebase.
- [neilberkman/editorconfig_mcp](https://github.com/neilberkman/editorconfig_mcp) 📇 🏠 - Formats files using `.editorconfig` rules, acting as a proactive formatting gatekeeper to ensure AI-generated code adheres to project-specific formatting standards from the start.
- [OctoMind-dev/octomind-mcp](https://github.com/OctoMind-dev/octomind-mcp) 📇 ☁️ - lets your preferred AI agent create & run fully managed [Octomind](https://www.octomind.dev/) end-to-end tests from your codebase or other data sources like Jira, Slack or TestRail.
+- [OpenZeppelin/contracts-wizard](https://github.com/OpenZeppelin/contracts-wizard/tree/master/packages/mcp) - A Model Context Protocol (MCP) server that allows AI agents to generate secure smart contracts in multiples languages based on [OpenZeppelin Wizard templates](https://wizard.openzeppelin.com/), remote version can be used at [mcp.openzeppelin.com](https://mcp.openzeppelin.com).
- [bgauryy/octocode-mcp](https://github.com/bgauryy/octocode-mcp) ☁️ 📇 🍎 🪟 🐧 - AI-powered developer assistant that enables advanced research, analysis and discovery across GitHub and NPM realms in realtime.
- [opslevel/opslevel-mcp](https://github.com/opslevel/opslevel-mcp) 🎖️ 🏎️ ☁️ 🪟 🍎 🐧 - Official MCP Server for [OpsLevel](https://www.opslevel.com)
- [picahq/mcp](https://github.com/picahq/mcp) 🎖️ 🦀 📇 ☁️ - One MCP for all your integrations — powered by [Pica](https://www.picaos.com), the infrastructure for intelligent, collaborative agents.
From ba73ca8e2dff6ad18560c922dcc5180fdb3ac89a Mon Sep 17 00:00:00 2001
From: GianfrancoBazzani
Date: Thu, 24 Jul 2025 13:23:20 +0200
Subject: [PATCH 030/504] Update README.md
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index c7b1c49a..18b16538 100644
--- a/README.md
+++ b/README.md
@@ -500,6 +500,7 @@ Tools and integrations that enhance the development workflow and environment man
- [OctoMind-dev/octomind-mcp](https://github.com/OctoMind-dev/octomind-mcp) 📇 ☁️ - lets your preferred AI agent create & run fully managed [Octomind](https://www.octomind.dev/) end-to-end tests from your codebase or other data sources like Jira, Slack or TestRail.
- [OpenZeppelin/contracts-wizard](https://github.com/OpenZeppelin/contracts-wizard/tree/master/packages/mcp) - A Model Context Protocol (MCP) server that allows AI agents to generate secure smart contracts in multiples languages based on [OpenZeppelin Wizard templates](https://wizard.openzeppelin.com/), remote version can be used at [mcp.openzeppelin.com](https://mcp.openzeppelin.com).
- [bgauryy/octocode-mcp](https://github.com/bgauryy/octocode-mcp) ☁️ 📇 🍎 🪟 🐧 - AI-powered developer assistant that enables advanced research, analysis and discovery across GitHub and NPM realms in realtime.
+
- [opslevel/opslevel-mcp](https://github.com/opslevel/opslevel-mcp) 🎖️ 🏎️ ☁️ 🪟 🍎 🐧 - Official MCP Server for [OpsLevel](https://www.opslevel.com)
- [picahq/mcp](https://github.com/picahq/mcp) 🎖️ 🦀 📇 ☁️ - One MCP for all your integrations — powered by [Pica](https://www.picaos.com), the infrastructure for intelligent, collaborative agents.
- [posthog/mcp](https://github.com/posthog/mcp) 🎖️ 📇 ☁️ - An MCP server for interacting with PostHog analytics, feature flags, error tracking and more.
From e2cd87ded891e3f12eae3e114c460d87481659bd Mon Sep 17 00:00:00 2001
From: GianfrancoBazzani
Date: Thu, 24 Jul 2025 13:12:38 +0200
Subject: [PATCH 031/504] feat: Add OpenZeppelin MCP
---
README.md | 2 ++
1 file changed, 2 insertions(+)
diff --git a/README.md b/README.md
index 2c694f89..18b16538 100644
--- a/README.md
+++ b/README.md
@@ -498,7 +498,9 @@ Tools and integrations that enhance the development workflow and environment man
- [narumiruna/gitingest-mcp](https://github.com/narumiruna/gitingest-mcp) 🐍 🏠 - A MCP server that uses [gitingest](https://github.com/cyclotruc/gitingest) to convert any Git repository into a simple text digest of its codebase.
- [neilberkman/editorconfig_mcp](https://github.com/neilberkman/editorconfig_mcp) 📇 🏠 - Formats files using `.editorconfig` rules, acting as a proactive formatting gatekeeper to ensure AI-generated code adheres to project-specific formatting standards from the start.
- [OctoMind-dev/octomind-mcp](https://github.com/OctoMind-dev/octomind-mcp) 📇 ☁️ - lets your preferred AI agent create & run fully managed [Octomind](https://www.octomind.dev/) end-to-end tests from your codebase or other data sources like Jira, Slack or TestRail.
+- [OpenZeppelin/contracts-wizard](https://github.com/OpenZeppelin/contracts-wizard/tree/master/packages/mcp) - A Model Context Protocol (MCP) server that allows AI agents to generate secure smart contracts in multiples languages based on [OpenZeppelin Wizard templates](https://wizard.openzeppelin.com/), remote version can be used at [mcp.openzeppelin.com](https://mcp.openzeppelin.com).
- [bgauryy/octocode-mcp](https://github.com/bgauryy/octocode-mcp) ☁️ 📇 🍎 🪟 🐧 - AI-powered developer assistant that enables advanced research, analysis and discovery across GitHub and NPM realms in realtime.
+
- [opslevel/opslevel-mcp](https://github.com/opslevel/opslevel-mcp) 🎖️ 🏎️ ☁️ 🪟 🍎 🐧 - Official MCP Server for [OpsLevel](https://www.opslevel.com)
- [picahq/mcp](https://github.com/picahq/mcp) 🎖️ 🦀 📇 ☁️ - One MCP for all your integrations — powered by [Pica](https://www.picaos.com), the infrastructure for intelligent, collaborative agents.
- [posthog/mcp](https://github.com/posthog/mcp) 🎖️ 📇 ☁️ - An MCP server for interacting with PostHog analytics, feature flags, error tracking and more.
From 90bef6fb3dd6b1e5fa4d8cc30e94176f4e4c27ca Mon Sep 17 00:00:00 2001
From: GianfrancoBazzani
Date: Thu, 24 Jul 2025 21:59:59 +0200
Subject: [PATCH 032/504] Update README.md
---
README.md | 1 -
1 file changed, 1 deletion(-)
diff --git a/README.md b/README.md
index 18b16538..c7b1c49a 100644
--- a/README.md
+++ b/README.md
@@ -500,7 +500,6 @@ Tools and integrations that enhance the development workflow and environment man
- [OctoMind-dev/octomind-mcp](https://github.com/OctoMind-dev/octomind-mcp) 📇 ☁️ - lets your preferred AI agent create & run fully managed [Octomind](https://www.octomind.dev/) end-to-end tests from your codebase or other data sources like Jira, Slack or TestRail.
- [OpenZeppelin/contracts-wizard](https://github.com/OpenZeppelin/contracts-wizard/tree/master/packages/mcp) - A Model Context Protocol (MCP) server that allows AI agents to generate secure smart contracts in multiples languages based on [OpenZeppelin Wizard templates](https://wizard.openzeppelin.com/), remote version can be used at [mcp.openzeppelin.com](https://mcp.openzeppelin.com).
- [bgauryy/octocode-mcp](https://github.com/bgauryy/octocode-mcp) ☁️ 📇 🍎 🪟 🐧 - AI-powered developer assistant that enables advanced research, analysis and discovery across GitHub and NPM realms in realtime.
-
- [opslevel/opslevel-mcp](https://github.com/opslevel/opslevel-mcp) 🎖️ 🏎️ ☁️ 🪟 🍎 🐧 - Official MCP Server for [OpsLevel](https://www.opslevel.com)
- [picahq/mcp](https://github.com/picahq/mcp) 🎖️ 🦀 📇 ☁️ - One MCP for all your integrations — powered by [Pica](https://www.picaos.com), the infrastructure for intelligent, collaborative agents.
- [posthog/mcp](https://github.com/posthog/mcp) 🎖️ 📇 ☁️ - An MCP server for interacting with PostHog analytics, feature flags, error tracking and more.
From 64c03a2b0f028ae7cfd1208125424fc00ec4b1fc Mon Sep 17 00:00:00 2001
From: Sinan CAN
Date: Fri, 25 Jul 2025 13:58:07 +0300
Subject: [PATCH 033/504] Update README.md
---
README.md | 1 -
1 file changed, 1 deletion(-)
diff --git a/README.md b/README.md
index 2c694f89..43f5f91c 100644
--- a/README.md
+++ b/README.md
@@ -182,7 +182,6 @@ Web content access and automation capabilities. Enables searching, scraping, and
- [lightpanda-io/gomcp](https://github.com/lightpanda-io/gomcp) 🏎 🏠/☁️ 🐧/🍎 - An MCP server in Go for Lightpanda, the ultra fast headless browser designed for web automation
- [microsoft/playwright-mcp](https://github.com/microsoft/playwright-mcp) - Official Microsoft Playwright MCP server, enabling LLMs to interact with web pages through structured accessibility snapshots
- [modelcontextprotocol/server-puppeteer](https://github.com/modelcontextprotocol/servers/tree/main/src/puppeteer) 📇 🏠 - Browser automation for web scraping and interaction
-- [ndthanhdev/mcp-browser-kit](https://github.com/ndthanhdev/mcp-browser-kit) 📇 🏠 - An MCP Server for interacting with manifest v2 compatible browsers.
- [ndthanhdev/mcp-browser-kit](https://github.com/ndthanhdev/mcp-browser-kit) 📇 🏠 - An MCP Server that enables AI assistants to interact with your local browsers.
- [operative_sh/web-eval-agent](https://github.com/Operative-Sh/web-eval-agent) 🐍 🏠 🍎 - An MCP Server that autonomously debugs web applications with browser-use browser agents
- [pskill9/web-search](https://github.com/pskill9/web-search) 📇 🏠 - An MCP server that enables free web searching using Google search results, with no API keys required.
From 6c4782c8fac4730dc9d5a848133d078895804339 Mon Sep 17 00:00:00 2001
From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com>
Date: Fri, 25 Jul 2025 08:15:25 -0400
Subject: [PATCH 034/504] Update README.md
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 5d9eb4ab..7df832c3 100644
--- a/README.md
+++ b/README.md
@@ -457,7 +457,7 @@ Tools and integrations that enhance the development workflow and environment man
- [davidlin2k/pox-mcp-server](https://github.com/davidlin2k/pox-mcp-server) 🐍 🏠 - MCP server for the POX SDN controller to provides network control and management capabilities.
- [delano/postman-mcp-server](https://github.com/delano/postman-mcp-server) 📇 ☁️ - Interact with [Postman API](https://www.postman.com/postman/postman-public-workspace/)
- [docker/hub-mcp](https://github.com/docker/hub-mcp) 🎖️ 📇 ☁️ 🏠 - Official MCP server to interact with Docker Hub, providing access to repositories, hub search and Docker Hardened Images
-- [endorhq/cli](https://github.com/endorhq/cli) 📇 ☁️ 🏠 🪟 🐧 🍎 - Endor lets your AI agents run services like MariaDB, Postgres, Redis, Memcached, Alpine, or Valkey in isolated sandboxes. Get pre-configured applications that boot in less than 5 seconds. [Check our docs](https://docs.endor.dev/mcp/overview/).
+- [endorhq/cli](https://github.com/endorhq/cli) 📇 ☁️ 🏠 🪟 🐧 🍎 - Endor lets your AI agents run services like MariaDB, Postgres, Redis, Memcached, Alpine, or Valkey in isolated sandboxes. Get pre-configured applications that boot in less than 5 seconds.
- [flipt-io/mcp-server-flipt](https://github.com/flipt-io/mcp-server-flipt) 📇 🏠 - Enable AI assistants to interact with your feature flags in [Flipt](https://flipt.io).
- [freema/mcp-design-system-extractor](https://github.com/freema/mcp-design-system-extractor) 📇 🏠 - Extracts component information from Storybook design systems. Provides HTML, styles, props, dependencies, theme tokens and component metadata for AI-powered design system analysis.
- [gitkraken/gk-cli](https://github.com/gitkraken/gk-cli) 🎖️ 🏎️ 🏠 ☁️ 🍎 🪟 🐧 - A CLI for interacting with GitKraken APIs. Includes an MCP server via `gk mcp` that not only wraps GitKraken APIs, but also Jira, GitHub, GitLab, and more. Works with local tools and remote services.
From c3dd47b4a4e9120420e126dc9ad82bb49b176362 Mon Sep 17 00:00:00 2001
From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com>
Date: Fri, 25 Jul 2025 08:15:39 -0400
Subject: [PATCH 035/504] Update README-zh_TW.md
---
README-zh_TW.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README-zh_TW.md b/README-zh_TW.md
index d414d8a1..69e414b1 100644
--- a/README-zh_TW.md
+++ b/README-zh_TW.md
@@ -232,7 +232,7 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和
- [zcaceres/fetch-mcp](https://github.com/zcaceres/fetch-mcp) 📇 🏠 - 一個靈活獲取 JSON、文本和 HTML 數據的 MCP 伺服器
- [r-huijts/xcode-mcp-server](https://github.com/r-huijts/xcode-mcp-server) 📇 🏠 🍎 - Xcode 集成，支援項目管理、文件操作和構建自動化
- [snaggle-ai/openapi-mcp-server](https://github.com/snaggle-ai/openapi-mcp-server) 🏎️ 🏠 - 使用開放 API 規範 (v3) 連接任何 HTTP/REST API 伺服器
-- [endorhq/cli](https://github.com/endorhq/cli) 📇 ☁️ 🏠 🪟 🐧 🍎 - Endor 讓您的 AI 代理程式在隔離沙盒中執行 MariaDB、Postgres、Redis、Memcached、Alpine 或 Valkey 等服務。取得預先配置的應用程序，啟動時間不到 5 秒. [查看我們的文檔](https://docs.endor.dev/mcp/overview/).
+- [endorhq/cli](https://github.com/endorhq/cli) 📇 ☁️ 🏠 🪟 🐧 🍎 - Endor 讓您的 AI 代理程式在隔離沙盒中執行 MariaDB、Postgres、Redis、Memcached、Alpine 或 Valkey 等服務。取得預先配置的應用程序，啟動時間不到 5 秒.
- [jetbrains/mcpProxy](https://github.com/JetBrains/mcpProxy) 🎖️ 📇 🏠 - 連接到 JetBrains IDE
- [tumf/mcp-text-editor](https://github.com/tumf/mcp-text-editor) 🐍 🏠 - 面向行的文本文件編輯器。針對 LLM 工具進行了最佳化，具有高效的部分文件訪問功能，可最大限度地減少令牌使用量。
- [@joshuarileydev/simulator-mcp-server](https://github.com/JoshuaRileyDev/simulator-mcp-server) 📇 🏠 - 用於控制 iOS 模擬器的 MCP 伺服器
From 7cf967910331d3c167a0d6bcf62e33b316918c74 Mon Sep 17 00:00:00 2001
From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com>
Date: Fri, 25 Jul 2025 08:15:55 -0400
Subject: [PATCH 036/504] Update README-zh.md
---
README-zh.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README-zh.md b/README-zh.md
index 73cc5795..74cb0c11 100644
--- a/README-zh.md
+++ b/README-zh.md
@@ -284,7 +284,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
- [kealuya/mcp-jina-ai](https://github.com/kealuya/mcp-jina-ai) 🏎️ 🏠 - 集成 Jina.ai 将目标网页进行总结，转换成对LLM友好的Markdown格式返回
- [r-huijts/xcode-mcp-server](https://github.com/r-huijts/xcode-mcp-server) 📇 🏠 🍎 - Xcode 集成，支持项目管理、文件操作和构建自动化
- [snaggle-ai/openapi-mcp-server](https://github.com/snaggle-ai/openapi-mcp-server) 🏎️ 🏠 - 使用开放 API 规范 (v3) 连接任何 HTTP/REST API 服务器
-- [endorhq/cli](https://github.com/endorhq/cli) 📇 ☁️ 🏠 🪟 🐧 🍎 - Endor 让您的 AI 代理在隔离沙盒中运行 MariaDB、Postgres、Redis、Memcached、Alpine 或 Valkey 等服务。获取预配置的应用程序，启动时间不到 5 秒. [查看我们的文档](https://docs.endor.dev/mcp/overview/).
+- [endorhq/cli](https://github.com/endorhq/cli) 📇 ☁️ 🏠 🪟 🐧 🍎 - Endor 让您的 AI 代理在隔离沙盒中运行 MariaDB、Postgres、Redis、Memcached、Alpine 或 Valkey 等服务。获取预配置的应用程序，启动时间不到 5 秒.
- [jetbrains/mcpProxy](https://github.com/JetBrains/mcpProxy) 🎖️ 📇 🏠 - 连接到 JetBrains IDE
- [tumf/mcp-text-editor](https://github.com/tumf/mcp-text-editor) 🐍 🏠 - 面向行的文本文件编辑器。针对 LLM 工具进行了优化，具有高效的部分文件访问功能，可最大限度地减少令牌使用量。
- [@joshuarileydev/simulator-mcp-server](https://github.com/JoshuaRileyDev/simulator-mcp-server) 📇 🏠 - 用于控制 iOS 模拟器的 MCP 服务器
From e293efb74f7e328033cdc59f5a4a3359a5d94958 Mon Sep 17 00:00:00 2001
From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com>
Date: Fri, 25 Jul 2025 08:16:16 -0400
Subject: [PATCH 037/504] Update README-ja.md
---
README-ja.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README-ja.md b/README-ja.md
index eac10567..436db891 100644
--- a/README-ja.md
+++ b/README-ja.md
@@ -297,7 +297,7 @@ aliyun/alibabacloud-tablestore-mcp-server ☕ 🐍 ☁️ - 阿里云表格存
- [InhiblabCore/mcp-image-compression](https://github.com/InhiblabCore/mcp-image-compression) 🐍 🏠 - 様々な画像フォーマットのローカル圧縮のためのMCPサーバー。
- [SDGLBL/mcp-claude-code](https://github.com/SDGLBL/mcp-claude-code) 🐍 🏠 - MCPを使用したClaude Code機能の実装で、AIによるコード理解、修正、プロジェクト分析を包括的なツールサポートで実現します。
- [api7/apisix-mcp](https://github.com/api7/apisix-mcp) 🎖️ 📇 🏠 [Apache APISIX](https://github.com/apache/apisix) のすべてのリソースの照会と管理をサポートするMCPサービス。
-- [endorhq/cli](https://github.com/endorhq/cli) 📇 ☁️ 🏠 🪟 🐧 🍎 - Endorを使用すると、AIエージェントはMariaDB、Postgres、Redis、Memcached、Alpine、Valkeyなどのサービスを隔離されたサンドボックス内で実行できます。5秒以内に起動する、事前構成済みのアプリケーションを入手できます。. [ドキュメントを確認する](https://docs.endor.dev/mcp/overview/).
+- [endorhq/cli](https://github.com/endorhq/cli) 📇 ☁️ 🏠 🪟 🐧 🍎 - Endorを使用すると、AIエージェントはMariaDB、Postgres、Redis、Memcached、Alpine、Valkeyなどのサービスを隔離されたサンドボックス内で実行できます。5秒以内に起動する、事前構成済みのアプリケーションを入手できます。.
- [ios-simulator-mcp](https://github.com/joshuayoes/ios-simulator-mcp) 📇 🏠 🍎 - iOS シミュレータと対話するためのモデル コンテキスト プロトコル (MCP) サーバー。このサーバーを使用すると、iOS シミュレータに関する情報を取得したり、UI の対話を制御したり、UI 要素を検査したりして、iOS シミュレータと対話できます。
- [higress-group/higress-ops-mcp-server](https://github.com/higress-group/higress-ops-mcp-server) 🐍 🏠 - MCP サーバーが [Higress](https://github.com/alibaba/higress/blob/main/README_JP.md) ゲートウェイの構成と操作を管理するための全面的なツールを提供します。
- [yiwenlu66/PiloTY](https://github.com/yiwenlu66/PiloTY) 🐍 🏠 - AIエージェントが状態保持セッション、SSH接続、バックグラウンドプロセス管理を使ってインタラクティブターミナルを制御できるPTY操作のAIパイロット
From 7fbe23bb6e4f4653b1f189000ef4e24a93bce1ac Mon Sep 17 00:00:00 2001
From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com>
Date: Fri, 25 Jul 2025 08:16:33 -0400
Subject: [PATCH 038/504] Update README-ko.md
---
README-ko.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README-ko.md b/README-ko.md
index 1a0b4cf8..f5b1b6bc 100644
--- a/README-ko.md
+++ b/README-ko.md
@@ -265,7 +265,7 @@
- [zcaceres/fetch-mcp](https://github.com/zcaceres/fetch-mcp) 📇 🏠 - JSON, 텍스트, HTML 데이터를 유연하게 가져오는 MCP 서버
- [r-huijts/xcode-mcp-server](https://github.com/r-huijts/xcode-mcp-server) 📇 🏠 🍎 - 프로젝트 관리, 파일 작업 및 빌드 자동화를 위한 Xcode 통합
- [snaggle-ai/openapi-mcp-server](https://github.com/snaggle-ai/openapi-mcp-server) 🏎️ 🏠 - Open API 사양(v3)을 사용하여 모든 HTTP/REST API 서버 연결
-- [endorhq/cli](https://github.com/endorhq/cli) 📇 ☁️ 🏠 🪟 🐧 🍎 - Endor를 사용하면 AI 에이전트가 MariaDB, Postgres, Redis, Memcached, Alpine, Valkey 등의 서비스를 격리된 샌드박스에서 실행할 수 있습니다. 5초 이내에 부팅되는 사전 구성된 애플리케이션을 이용하세요. [문서를 확인하세요](https://docs.endor.dev/mcp/overview/).
+- [endorhq/cli](https://github.com/endorhq/cli) 📇 ☁️ 🏠 🪟 🐧 🍎 - Endor를 사용하면 AI 에이전트가 MariaDB, Postgres, Redis, Memcached, Alpine, Valkey 등의 서비스를 격리된 샌드박스에서 실행할 수 있습니다. 5초 이내에 부팅되는 사전 구성된 애플리케이션을 이용하세요.
- [jetbrains/mcpProxy](https://github.com/JetBrains/mcpProxy) 🎖️ 📇 🏠 - JetBrains IDE에 연결
- [tumf/mcp-text-editor](https://github.com/tumf/mcp-text-editor) 🐍 🏠 - 라인 지향 텍스트 파일 편집기. 토큰 사용량을 최소화하기 위해 효율적인 부분 파일 접근으로 LLM 도구에 최적화됨.
- [@joshuarileydev/simulator-mcp-server](https://github.com/JoshuaRileyDev/simulator-mcp-server) 📇 🏠 - iOS 시뮬레이터를 제어하는 MCP 서버
From 97d11a48bdc01f098f51fde7f8759d7f3608b70d Mon Sep 17 00:00:00 2001
From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com>
Date: Fri, 25 Jul 2025 08:18:50 -0400
Subject: [PATCH 039/504] Update README.md
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index e8cdd1b5..eb66af6e 100644
--- a/README.md
+++ b/README.md
@@ -925,7 +925,7 @@ Integration with social media platforms to allow posting, analytics, and interac
- [HagaiHen/facebook-mcp-server](https://github.com/HagaiHen/facebook-mcp-server) 🐍 ☁️ - Integrates with Facebook Pages to enable direct management of posts, comments, and engagement metrics through the Graph API for streamlined social media management.
- [kunallunia/twitter-mcp](https://github.com/LuniaKunal/mcp-twitter) 🐍 🏠 - All-in-one Twitter management solution providing timeline access, user tweet retrieval, hashtag monitoring, conversation analysis, direct messaging, sentiment analysis of a post, and complete post lifecycle control - all through a streamlined API.
- [macrocosm-os/macrocosmos-mcp](https://github.com/macrocosm-os/macrocosmos-mcp) - 🎖️ 🐍 ☁️ Access real-time X/Reddit/YouTube data directly in your LLM applications with search phrases, users, and date filtering.
-- [sinanefeozler/reddit-summarizer-mcp](https://github.com/sinanefeozler/reddit-summarizer-mcp) 🐍 🏠 ☁️ - MCP server for summarizing users's reddit homepage or any subreddit based on posts and comments.
+- [sinanefeozler/reddit-summarizer-mcp](https://github.com/sinanefeozler/reddit-summarizer-mcp) 🐍 🏠 ☁️ - MCP server for summarizing users's Reddit homepage or any subreddit based on posts and comments.
### 🏃 Sports
From 82159828155510ac6cc3b03b744f4e236581cdfc Mon Sep 17 00:00:00 2001
From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com>
Date: Fri, 25 Jul 2025 08:20:20 -0400
Subject: [PATCH 040/504] Update README.md
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index ff9f9b38..3e725b0b 100644
--- a/README.md
+++ b/README.md
@@ -464,7 +464,7 @@ Tools and integrations that enhance the development workflow and environment man
- [gofireflyio/firefly-mcp](https://github.com/gofireflyio/firefly-mcp) 🎖️ 📇 ☁️ - Integrates, discovers, manages, and codifies cloud resources with [Firefly](https://firefly.ai).
- [gorosun/unified-diff-mcp](https://github.com/gorosun/unified-diff-mcp) 📇 🏠 - Generate and visualize unified diff comparisons with beautiful HTML/PNG output, supporting side-by-side and line-by-line views for filesystem dry-run integration
- [Govcraft/rust-docs-mcp-server](https://github.com/Govcraft/rust-docs-mcp-server) 🦀 🏠 - Provides up-to-date documentation context for a specific Rust crate to LLMs via an MCP tool, using semantic search (embeddings) and LLM summarization.
-- [PromptExecution/cratedocs-mcp](https://github.com/promptexecution/cratedocs-mcp) 🦀 🏠 - Outputs short-form Rust crate derived traits,interfaces, etc. from AST (uses same api as rust-analyzer), output limits (token estimation) & crate docs w/regex stripping.
+- [PromptExecution/cratedocs-mcp](https://github.com/promptexecution/cratedocs-mcp) 🦀 🏠 - Outputs short-form Rust crate derived traits,interfaces, etc. from AST (uses same api as rust-analyzer), output limits (token estimation) & crate docs w/regex stripping.
- [haris-musa/excel-mcp-server](https://github.com/haris-musa/excel-mcp-server) 🐍 🏠 - An Excel manipulation server providing workbook creation, data operations, formatting, and advanced features (charts, pivot tables, formulae).
- [higress-group/higress-ops-mcp-server](https://github.com/higress-group/higress-ops-mcp-server) 🐍 🏠 - MCP server that provides comprehensive tools for managing [Higress](https://github.com/alibaba/higress) gateway configurations and operations.
- [hijaz/postmancer](https://github.com/hijaz/postmancer) 📇 🏠 - A MCP server for replacing Rest Clients like Postman/Insomnia, by allowing your LLM to maintain and use api collections.
From ba935d376e54fec2fcfa6581264562247beac985 Mon Sep 17 00:00:00 2001
From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com>
Date: Fri, 25 Jul 2025 08:21:43 -0400
Subject: [PATCH 041/504] Update README.md
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 9c3f729b..f7cbe798 100644
--- a/README.md
+++ b/README.md
@@ -535,7 +535,7 @@ Tools and integrations that enhance the development workflow and environment man
- [yiwenlu66/PiloTY](https://github.com/yiwenlu66/PiloTY) 🐍 🏠 - AI pilot for PTY operations enabling agents to control interactive terminals with stateful sessions, SSH connections, and background process management
- [YuChenSSR/mindmap-mcp-server](https://github.com/YuChenSSR/mindmap-mcp-server) 🐍 🏠 - A Model Context Protocol (MCP) server for generating a beautiful interactive mindmap.
- [YuChenSSR/multi-ai-advisor](https://github.com/YuChenSSR/multi-ai-advisor-mcp) 📇 🏠 - A Model Context Protocol (MCP) server that queries multiple Ollama models and combines their responses, providing diverse AI perspectives on a single question.
-- [Yutarop/ros-mcp](https://github.com/Yutarop/ros-mcp) 🐍🏠🐧 - MCP server that supports ROS2 topics, services, and actions communication, and controls robots using natural language.
+- [Yutarop/ros-mcp](https://github.com/Yutarop/ros-mcp) 🐍 🏠 🐧 - MCP server that supports ROS2 topics, services, and actions communication, and controls robots using natural language.
- [yWorks/mcp-typescribe](https://github.com/yWorks/mcp-typescribe) 📇 🏠 - MCP server that provides Typescript API information efficiently to the agent to enable it to work with untrained APIs
- [zaizaizhao/mcp-swagger-server](https://github.com/zaizaizhao/mcp-swagger-server) 📇 ☁️ 🏠 - A Model Context Protocol (MCP) server that converts OpenAPI/Swagger specifications to MCP format, enabling AI assistants to interact with REST APIs through standardized protocol.
- [zcaceres/fetch-mcp](https://github.com/zcaceres/fetch-mcp) 📇 🏠 - An MCP server to flexibly fetch JSON, text, and HTML data
From eff841c4723a8ec8689404ba2b1f95f6099c5b38 Mon Sep 17 00:00:00 2001
From: elasticdotventures
Date: Fri, 25 Jul 2025 15:11:18 +0000
Subject: [PATCH 042/504] Add just-mcp to Developer Tools section
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 294da652..c50d0155 100644
--- a/README.md
+++ b/README.md
@@ -478,6 +478,7 @@ Tools and integrations that enhance the development workflow and environment man
- [Hypersequent/qasphere-mcp](https://github.com/Hypersequent/qasphere-mcp) 🎖️ 📇 ☁️ - Integration with [QA Sphere](https://qasphere.com/) test management system, enabling LLMs to discover, summarize, and interact with test cases directly from AI-powered IDEs
- [idosal/git-mcp](https://github.com/idosal/git-mcp) 📇 ☁️ - [gitmcp.io](https://gitmcp.io/) is a generic remote MCP server to connect to ANY [GitHub](https://www.github.com) repository or project for documentation
- [IlyaGulya/gradle-mcp-server](https://github.com/IlyaGulya/gradle-mcp-server) 🏠 - Gradle integration using the Gradle Tooling API to inspect projects, execute tasks, and run tests with per-test result reporting
+- [promptexecution/just-mcp](https://github.com/promptexecution/just-mcp) 🦀 🏠 - Justfile integration that enables LLMs to execute any CLI or script commands with parameters safely and easily, with environment variable support and comprehensive testing.
- [InditexTech/mcp-server-simulator-ios-idb](https://github.com/InditexTech/mcp-server-simulator-ios-idb) 📇 🏠 🍎 - A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators (iPhone, iPad, etc.) through natural language commands.
- [InhiblabCore/mcp-image-compression](https://github.com/InhiblabCore/mcp-image-compression) 🐍 🏠 - MCP server for local compression of various image formats.
- [ios-simulator-mcp](https://github.com/joshuayoes/ios-simulator-mcp) 📇 🏠 🍎 - A Model Context Protocol (MCP) server for interacting with iOS simulators. This server allows you to interact with iOS simulators by getting information about them, controlling UI interactions, and inspecting UI elements.
From 70052cd701cbaf34fa405e2fc2a431b2780d61a9 Mon Sep 17 00:00:00 2001
From: tubasasakunn
Date: Sat, 26 Jul 2025 13:34:58 +0900
Subject: [PATCH 043/504] add context app mcp
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 294da652..416e0e4d 100644
--- a/README.md
+++ b/README.md
@@ -1011,6 +1011,7 @@ Interact with Git repositories and version control platforms. Enables repository
- [MarkusPfundstein/mcp-gsuite](https://github.com/MarkusPfundstein/mcp-gsuite) 🐍 ☁️ - Integration with gmail and Google Calendar.
- [takumi0706/google-calendar-mcp](https://github.com/takumi0706/google-calendar-mcp) 📇 ☁️ - An MCP server to interface with the Google Calendar API. Based on TypeScript.
- [taylorwilsdon/google_workspace_mcp](https://github.com/taylorwilsdon/google_workspace_mcp) 🐍 ☁️ 🍎 🪟 🐧 - Comprehensive Google Workspace MCP server with full support for Google Calendar, Drive, Gmail, and Docs, Forms, Chats, Slides and Sheets over stdio, Streamable HTTP and SSE transports.
+- [tubasasakunn/context-apps-mcp](https://github.com/tubasasakunn/context-apps-mcp) 📇 🏠 🍎 🪟 🐧 - AI-powered productivity suite connecting Todo, Idea, Journal, and Timer apps with Claude via Model Context Protocol.
### 🛠️ Other Tools and Integrations
From 0f3d0dab050edc176ae45dfde12603a3745406bf Mon Sep 17 00:00:00 2001
From: Mario Candela
Date: Sat, 26 Jul 2025 13:08:21 +0200
Subject: [PATCH 044/504] Update README.md
Add beelzebub
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 294da652..b4b79dd7 100644
--- a/README.md
+++ b/README.md
@@ -886,6 +886,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
### 🔒 Security
+- [mariocandela/beelzebub](https://github.com/mariocandela/beelzebub) 🍯☁️ - Beelzebub is a honeypot framework that lets you build honeypot tools using MCP. Its purpose is to detect prompt injection or malicious agent behavior. The underlying idea is to provide the agent with tools it would never use in its normal work.
- [13bm/GhidraMCP](https://github.com/13bm/GhidraMCP) 🐍 ☕ 🏠 - MCP server for integrating Ghidra with AI assistants. This plugin enables binary analysis, providing tools for function inspection, decompilation, memory exploration, and import/export analysis via the Model Context Protocol.
- [AIM-Intelligence/AIM-Guard-MCP](https://github.com/AIM-Intelligence/AIM-MCP) 📇 🏠 🍎 🪟 🐧 - Security-focused MCP server that provides safety guidelines and content analysis for AI agents.
- [atomicchonk/roadrecon_mcp_server](https://github.com/atomicchonk/roadrecon_mcp_server) 🐍 🪟 🏠 MCP server for analyzing ROADrecon gather results from Azure tenant enumeration
From e41772f7817e2c38d36b4ecba0753fd37fd5d781 Mon Sep 17 00:00:00 2001
From: wowinter13
Date: Sat, 26 Jul 2025 19:11:13 +0200
Subject: [PATCH 045/504] Add Solvitor MCP Server to Security Tools
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 294da652..3e90c3bf 100644
--- a/README.md
+++ b/README.md
@@ -922,6 +922,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [slouchd/cyberchef-api-mcp-server](https://github.com/slouchd/cyberchef-api-mcp-server) 🐍 ☁️ - MCP server for interacting with the CyberChef server API which will allow an MCP client to utilise the CyberChef operations.
- [StacklokLabs/osv-mcp](https://github.com/StacklokLabs/osv-mcp) 🏎️ ☁️ - Access the OSV (Open Source Vulnerabilities) database for vulnerability information. Query vulnerabilities by package version or commit, batch query multiple packages, and get detailed vulnerability information by ID.
- [vespo92/OPNSenseMCP](https://github.com/vespo92/OPNSenseMCP) 📇 🏠 - MCP Server for managing & interacting with Open Source NGFW OPNSense via Natural Language
+- [adeptus-innovatio/solvitor-mcp](https://github.com/Adeptus-Innovatio/solvitor-mcp) 🦀🏠 - Solvitor MCP server provides tools to access reverse engineering tools that help developers extract IDL files from closed-source Solana smart contracts and decompile them.
- [zinja-coder/apktool-mcp-server](https://github.com/zinja-coder/apktool-mcp-server) 🐍 🏠 - APKTool MCP Server is a MCP server for the Apk Tool to provide automation in reverse engineering of Android APKs.
- [zinja-coder/jadx-ai-mcp](https://github.com/zinja-coder/jadx-ai-mcp) ☕ 🏠 - JADX-AI-MCP is a plugin and MCP Server for the JADX decompiler that integrates directly with Model Context Protocol (MCP) to provide live reverse engineering support with LLMs like Claude.
From a8b81c56f76dc5d917843163b00a9eb3dd27f4d7 Mon Sep 17 00:00:00 2001
From: "caco.eth"
Date: Sun, 27 Jul 2025 13:46:10 -0300
Subject: [PATCH 046/504] feat: add Pix MCP
---
README.md | 2 ++
1 file changed, 2 insertions(+)
diff --git a/README.md b/README.md
index 294da652..1c1f35fd 100644
--- a/README.md
+++ b/README.md
@@ -600,6 +600,8 @@ Provides direct access to local file systems with configurable permissions. Enab
### 💰 Finance & Fintech
+- [Regenerating-World/pix-mcp](https://github.com/Regenerating-World/pix-mcp) 📇 ☁️ - Generate Pix QR codes and copy-paste strings with fallback across multiple providers (Efí, Cielo, etc.) for Brazilian instant payments.
+
Financial data access and analysis tools. Enables AI models to work with market data, trading platforms, and financial information.
- [aaronjmars/web3-research-mcp](https://github.com/aaronjmars/web3-research-mcp) 📇 ☁️ - Deep Research for crypto - free & fully local
From e327ec1a151e6b0c7b1fbaf68200ab34d0f2dee3 Mon Sep 17 00:00:00 2001
From: Alex Brinsmead
Date: Sun, 27 Jul 2025 19:24:23 -0700
Subject: [PATCH 047/504] add mindpilot mcp
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 294da652..692b8ba7 100644
--- a/README.md
+++ b/README.md
@@ -437,6 +437,7 @@ Tools and integrations that enhance the development workflow and environment man
- [aashari/mcp-server-atlassian-bitbucket](https://github.com/aashari/mcp-server-atlassian-bitbucket) 📇 ☁️ - Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repositories, pull requests, workspaces, and code in real time.
- [aashari/mcp-server-atlassian-confluence](https://github.com/aashari/mcp-server-atlassian-confluence) 📇 ☁️ - Atlassian Confluence Cloud integration. Enables AI systems to interact with Confluence spaces, pages, and content with automatic ADF to Markdown conversion.
- [aashari/mcp-server-atlassian-jira](https://github.com/aashari/mcp-server-atlassian-jira) 📇 ☁️ - Atlassian Jira Cloud integration. Enables AI systems to interact with Jira projects, issues, comments, and related development information in real time.
+- [abrinsmead/mindpilot-mcp](https://github.com/abrinsmead/mindpilot-mcp) 📇 🏠 - Visualizes code, architecture and other concepts as mermaid diagrams in a locally hosted web app. Just ask your agent to "show me this in a diagram".
- [admica/FileScopeMCP](https://github.com/admica/FileScopeMCP) 🐍 📇 🦀 - Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores, helping AI assistants understand the codebase.
- [akramIOT/MCP_AI_SOC_Sher](https://github.com/akramIOT/MCP_AI_SOC_Sher) 🐍 ☁️ 📇 - MCP Server to do dynamic AI SOC Security Threat analysis for a Text2SQL AI Agent.
- [alimo7amed93/webhook-tester-mcp](https://github.com/alimo7amed93/webhook-tester-mcp) 🐍 ☁️ – A FastMCP-based server for interacting with webhook-test.com. Enables users to create, retrieve, and delete webhooks locally using Claude.
From a546150ee5035fdf77ddd24b08e4c922b25aba52 Mon Sep 17 00:00:00 2001
From: Adam Krawczyk
Date: Mon, 28 Jul 2025 11:04:23 +0200
Subject: [PATCH 048/504] Add WiseVision MCP ROS 2 server
Signed-off-by: Adam Krawczyk
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 294da652..7d617318 100644
--- a/README.md
+++ b/README.md
@@ -531,6 +531,7 @@ Tools and integrations that enhance the development workflow and environment man
- [utensils/mcp-nixos](https://github.com/utensils/mcp-nixos) 🐍 🏠 - MCP server providing accurate information about NixOS packages, system options, Home Manager configurations, and nix-darwin macOS settings to prevent AI hallucinations.
- [vivekvells/mcp-pandoc](https://github.com/vivekVells/mcp-pandoc) 🗄️ 🚀 - MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more.
- [VSCode Devtools](https://github.com/biegehydra/BifrostMCP) 📇 - Connect to VSCode ide and use semantic tools like `find_usages`
+- [WiseVision/mcp_server_ros_2](https://github.com/wise-vision/mcp_server_ros_2) 🐍 🤖 - MCP server for ROS2 enabling AI-driven robotics applications and services.
- [Wooonster/hocr_mcp_server](https://github.com/Wooonster/hocr_mcp_server) 🐍 🏠 – A fastAPI-based FastMCP server with a Vue frontend that sends uploaded images to VLM via the MCP to quickly extract handwritten mathematical formulas as clean LaTeX code.
- [xcodebuild](https://github.com/ShenghaiWang/xcodebuild) 🍎 Build iOS Xcode workspace/project and feed back errors to llm.
- [XixianLiang/HarmonyOS-mcp-server](https://github.com/XixianLiang/HarmonyOS-mcp-server) 🐍 🏠 - Control HarmonyOS-next devices with AI through MCP. Support device control and UI automation.
From c4a27f9d70c0731adbf048fd7adf49846718c3ef Mon Sep 17 00:00:00 2001
From: Bram Wiepjes
Date: Wed, 16 Jul 2025 14:10:18 +0200
Subject: [PATCH 049/504] Add Baserow
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 2c694f89..3ec0f1fe 100644
--- a/README.md
+++ b/README.md
@@ -336,6 +336,7 @@ Secure database access with schema inspection capabilities. Enables querying and
- [alexanderzuev/supabase-mcp-server](https://github.com/alexander-zuev/supabase-mcp-server) - Supabase MCP Server with support for SQL query execution and database exploration tools
- [aliyun/alibabacloud-tablestore-mcp-server](https://github.com/aliyun/alibabacloud-tablestore-mcp-server) ☕ 🐍 ☁️ - MCP service for Tablestore, features include adding documents, semantic search for documents based on vectors and scalars, RAG-friendly, and serverless.
- [benborla29/mcp-server-mysql](https://github.com/benborla/mcp-server-mysql) ☁️ 🏠 - MySQL database integration in NodeJS with configurable access controls and schema inspection
+- [bram2w/baserow](https://github.com/bram2w/baserow) - Baserow database integration with table search, list, and row create, read, update, and delete capabilities. The server is directly embedded in the open source tool (https://baserow.io/user-docs/mcp-server).
- [bytebase/dbhub](https://github.com/bytebase/dbhub) 📇 🏠 – Universal database MCP server supporting mainstream databases.
- [c4pt0r/mcp-server-tidb](https://github.com/c4pt0r/mcp-server-tidb) 🐍 ☁️ - TiDB database integration with schema inspection and query capabilities
- [Canner/wren-engine](https://github.com/Canner/wren-engine) 🐍 🦀 🏠 - The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents
From 865d7b67b7f1311b5601ec2ade5e956741998742 Mon Sep 17 00:00:00 2001
From: Piyush Shah <8659527+shahpiyushv@users.noreply.github.com>
Date: Mon, 28 Jul 2025 15:10:04 +0530
Subject: [PATCH 050/504] Add Official ESP RainMaker MCP Server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 294da652..53677aa8 100644
--- a/README.md
+++ b/README.md
@@ -206,6 +206,7 @@ Cloud platform service integration. Enables management and interaction with clou
- [cyclops-ui/mcp-cyclops](https://github.com/cyclops-ui/mcp-cyclops) 🎖️ 🏎️ ☁️ - An MCP server that allows AI agents to manage Kubernetes resources through Cyclops abstraction
- [elementfm/mcp](https://gitlab.com/elementfm/mcp) 🎖️ 🐍 📇 🏠 ☁️ - Open source podcast hosting platform
- [erikhoward/adls-mcp-server](https://github.com/erikhoward/adls-mcp-server) 🐍 ☁️/🏠 - MCP Server for Azure Data Lake Storage. It can perform manage containers, read/write/upload/download operations on container files and manage file metadata.
+- [espressif/esp-rainmaker-mcp](https://github.com/espressif/esp-rainmaker-mcp) 🎖️ 🐍 🏠 ☁️ 📟 - Official Espressif MCP Server to manage and control ESP RainMaker Devices.
- [flux159/mcp-server-kubernetes](https://github.com/Flux159/mcp-server-kubernetes) 📇 ☁️/🏠 - Typescript implementation of Kubernetes cluster operations for pods, deployments, services.
- [hardik-id/azure-resource-graph-mcp-server](https://github.com/hardik-id/azure-resource-graph-mcp-server) 📇 ☁️/🏠 - A Model Context Protocol server for querying and analyzing Azure resources at scale using Azure Resource Graph, enabling AI assistants to explore and monitor Azure infrastructure.
- [jdubois/azure-cli-mcp](https://github.com/jdubois/azure-cli-mcp) - A wrapper around the Azure CLI command line that allows you to talk directly to Azure
From a3310a73d1af65a12dcd3b87f3276b8ae1359f51 Mon Sep 17 00:00:00 2001
From: Vasily Tsybenko
Date: Tue, 29 Jul 2025 00:33:42 +0300
Subject: [PATCH 051/504] Add MCP Prompt Engine Server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 294da652..e3c715f1 100644
--- a/README.md
+++ b/README.md
@@ -529,6 +529,7 @@ Tools and integrations that enhance the development workflow and environment man
- [tipdotmd/tip-md-x402-mcp-server](https://github.com/tipdotmd/tip-md-x402-mcp-server) 📇 ☁️ - MCP server for cryptocurrency tipping through AI interfaces using x402 payment protocol and CDP Wallet.
- [tumf/mcp-text-editor](https://github.com/tumf/mcp-text-editor) 🐍 🏠 - A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.
- [utensils/mcp-nixos](https://github.com/utensils/mcp-nixos) 🐍 🏠 - MCP server providing accurate information about NixOS packages, system options, Home Manager configurations, and nix-darwin macOS settings to prevent AI hallucinations.
+- [vasayxtx/mcp-prompt-engine](https://github.com/vasayxtx/mcp-prompt-engine) 🏎️ 🏠 🪟️ 🐧 🍎 - MCP server for managing and serving dynamic prompt templates using elegant and powerful text template engine.
- [vivekvells/mcp-pandoc](https://github.com/vivekVells/mcp-pandoc) 🗄️ 🚀 - MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more.
- [VSCode Devtools](https://github.com/biegehydra/BifrostMCP) 📇 - Connect to VSCode ide and use semantic tools like `find_usages`
- [Wooonster/hocr_mcp_server](https://github.com/Wooonster/hocr_mcp_server) 🐍 🏠 – A fastAPI-based FastMCP server with a Vue frontend that sends uploaded images to VLM via the MCP to quickly extract handwritten mathematical formulas as clean LaTeX code.
From 6e12c6de468df2ad197c0fa9f102e4b3899c328e Mon Sep 17 00:00:00 2001
From: Sanyam Bassi <148398605+sanyambassi@users.noreply.github.com>
Date: Mon, 28 Jul 2025 17:47:48 -0400
Subject: [PATCH 052/504] Update README.md
---
README.md | 4 +++-
1 file changed, 3 insertions(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 294da652..76909c1f 100644
--- a/README.md
+++ b/README.md
@@ -916,7 +916,9 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [rad-security/mcp-server](https://github.com/rad-security/mcp-server) 📇 ☁️ - MCP server for RAD Security, providing AI-powered security insights for Kubernetes and cloud environments. This server provides tools for querying the Rad Security API and retrieving security findings, reports, runtime data and many more.
- [roadwy/cve-search_mcp](https://github.com/roadwy/cve-search_mcp) 🐍 🏠 - A Model Context Protocol (MCP) server for querying the CVE-Search API. This server provides comprehensive access to CVE-Search, browse vendor and product、get CVE per CVE-ID、get the last updated CVEs.
- [safedep/vet](https://github.com/safedep/vet/blob/main/docs/mcp.md) 🎖️ 🏎️ ☁️ 🍎 🪟 🐧 - vet-mcp checks open source packages—like those suggested by AI coding tools—for vulnerabilities and malicious code. It supports npm and PyPI, and runs locally via Docker or as a standalone binary for fast, automated vetting.
-- [sanyambassi/ciphertrust-manager-mcp-server](https://github.com/sanyambassi/ciphertrust-manager-mcp-server) 🐍 ☁️ 🏠 - MCP server for Thales CipherTrust Manager integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants.
+- [sanyambassi/ciphertrust-manager-mcp-server](https://github.com/sanyambassi/ciphertrust-manager-mcp-server) 🏠 - MCP server for Thales CipherTrust Manager integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants.
+- [sanyambassi/thales-cdsp-cakm-mcp-server](https://github.com/sanyambassi/thales-cdsp-cakm-mcp-server) 🏠 - MCP server for Thales CDSP CAKM integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants for Ms SQL and Oracle Databases.
+- [sanyambassi/thales-cdsp-crdp-mcp-server](https://github.com/sanyambassi/thales-cdsp-crdp-mcp-server) 🏠 - MCP server for Thales CipherTrust Manager RestFul Data Protection service.
- [securityfortech/secops-mcp](https://github.com/securityfortech/secops-mcp) 🐍 🏠 - All-in-one security testing toolbox that brings together popular open source tools through a single MCP interface. Connected to an AI agent, it enables tasks like pentesting, bug bounty hunting, threat hunting, and more.
- [semgrep/mcp](https://github.com/semgrep/mcp) 📇 ☁️ Allow AI agents to scan code for security vulnerabilites using [Semgrep](https://semgrep.dev).
- [slouchd/cyberchef-api-mcp-server](https://github.com/slouchd/cyberchef-api-mcp-server) 🐍 ☁️ - MCP server for interacting with the CyberChef server API which will allow an MCP client to utilise the CyberChef operations.
From cbdd3dc78466396fbf1ef1a23903c993cee4534b Mon Sep 17 00:00:00 2001
From: bitcoinwarrior1
Date: Tue, 29 Jul 2025 11:28:25 +1000
Subject: [PATCH 053/504] add prediction-market-mcp, memory-mcp, medical-mcp,
cross-llm-mcp, & bitcoin-mcp
---
README-ja.md | 5 +++++
README-ko.md | 5 +++++
README-pt_BR.md | 5 +++++
README-th.md | 5 +++++
README-zh.md | 5 +++++
README-zh_TW.md | 5 +++++
README.md | 5 +++++
7 files changed, 35 insertions(+)
diff --git a/README-ja.md b/README-ja.md
index 436db891..f4aa6791 100644
--- a/README-ja.md
+++ b/README-ja.md
@@ -378,6 +378,8 @@ aliyun/alibabacloud-tablestore-mcp-server ☕ 🐍 ☁️ - 阿里云表格存
- [redis/mcp-redis-cloud](https://github.com/redis/mcp-redis-cloud) 📇 ☁️ - 自然言語を使用してRedis Cloudリソースを簡単に管理。データベースの作成、サブスクリプションの監視、シンプルなコマンドでクラウドデプロイメントの設定。
- [portainer/portainer-mcp](https://github.com/portainer/portainer-mcp) 🏎️ ☁️🏠 - 強力なMCPサーバーで、AIアシスタントがPortainerインスタンスとシームレスに連携し、コンテナ管理、デプロイメント操作、インフラストラクチャ監視機能に自然言語でアクセスできるようにします。
- [optuna/optuna-mcp](https://github.com/optuna/optuna-mcp) 🎖️ 🐍 🏠 🐧 🍎 - [Optuna](https://optuna.org/)と連携し、ハイパーパラメータ探索をはじめとする各種最適化タスクのシームレスなオーケストレーションを可能にする公式MCPサーバー。
+- [JamesANZ/prediction-market-mcp](https://github.com/JamesANZ/prediction-market-mcp) 📇 ☁️ - Polymarket、PredictIt、Kalshiを含む複数のプラットフォームからのリアルタイム予測市場データを提供するMCPサーバー。AIアシスタントが統一されたインターフェースを通じて現在のオッズ、価格、市場情報をクエリできるようにします。
+- [JamesANZ/bitcoin-mcp](https://github.com/JamesANZ/bitcoin-mcp) 📇 🏠 - AIモデルがビットコインブロックチェーンをクエリできるようにするMCPサーバー。
### 📂 ファイルシステム
@@ -408,6 +410,8 @@ aliyun/alibabacloud-tablestore-mcp-server ☕ 🐍 ☁️ - 阿里云表格存
- [/CheMiguel23/MemoryMesh](https://github.com/CheMiguel23/MemoryMesh) 📇 🏠 - AIロールプレイとストーリー生成に焦点を当てた強化されたグラフベースのメモリ
- [@mem0ai/mem0-mcp](https://github.com/mem0ai/mem0-mcp) 🐍 🏠 - CursorやWindsurfなどのIDEでコーディングの好みやパターンを管理するためのMem0用モデルコンテキストプロトコルサーバー。コード実装、ベストプラクティス、技術文書の保存、取得、意味的な処理のためのツールを提供します
- [@ragieai/mcp-server](https://github.com/ragieai/ragie-mcp-server) 📇 ☁️ - あなたの [Ragie](https://www.ragie.ai) (RAG) ナレッジベースから、Google Drive、Notion、JIRAなどの連携サービスに接続されたコンテキストを取得します。
+- [JamesANZ/memory-mcp](https://github.com/JamesANZ/memory-mcp) 📇 🏠 - MongoDBを使用して複数のLLMからのメモリを保存・取得するMCPサーバー。タイムスタンプとLLM識別を含む会話メモリの保存、取得、追加、クリアのためのツールを提供します。
+- [JamesANZ/cross-llm-mcp](https://github.com/JamesANZ/cross-llm-mcp) 📇 🏠 - 異なるAIモデルが協力し、会話間でコンテキストを共有できるようにするクロスLLM通信とメモリ共有を可能にするMCPサーバー。
### 🗺️ 位置情報サービス
@@ -568,6 +572,7 @@ Gitリポジトリおよびバージョン管理プラットフォームとの
- [tumf/web3-mcp](https://github.com/tumf/web3-mcp) 🐍 ☁️ - Ankr Advanced APIをラップするMCPサーバー実装。イーサリアム、BSC、ポリゴン、アバランチなど複数のブロックチェーンにわたるNFT、トークン、ブロックチェーンデータにアクセスできます。
- [ttommyth/interactive-mcp](https://github.com/ttommyth/interactive-mcp) 📇 🏠 🍎 🪟 🐧 - ローカルユーザープロンプトとチャット機能を MCP ループに直接追加することで、インタラクティブな LLM ワークフローを有効にします。
- [growilabs/growi-mcp-server](https://github.com/growilabs/growi-mcp-server) 🎖️ 📇 ☁️ - GROWI APIと統合するための公式MCPサーバー。
+- [JamesANZ/medical-mcp](https://github.com/JamesANZ/medical-mcp) 📇 🏠 - 医療情報、薬物データベース、医療リソースへのアクセスを提供するMCPサーバー。AIアシスタントが医療データ、薬物相互作用、臨床ガイドラインをクエリできるようにします。
### 🌐 ソーシャルメディア
diff --git a/README-ko.md b/README-ko.md
index f5b1b6bc..fb6dfa7c 100644
--- a/README-ko.md
+++ b/README-ko.md
@@ -344,6 +344,8 @@
- [pwh-pwh/coin-mcp-server](https://github.com/pwh-pwh/coin-mcp-server) 🐍 ☁️ - 암호화폐 가격을 가져오기 위한 Bitget API.
- [HuggingAGI/mcp-baostock-server](https://github.com/HuggingAGI/mcp-baostock-server) 🐍 ☁️ - baostock 기반 MCP 서버로 중국 주식 시장 데이터에 대한 액세스 및 분석 기능을 제공합니다.
- [Wuye-AI/mcp-server-wuye-ai](https://github.com/wuye-ai/mcp-server-wuye-ai) 🎖️ 📇 ☁️ - CRIC부동산AI 플랫폼에 접속하는 MCP 서버입니다. CRIC부동산AI는 커얼루이가 부동산 업계를 위해 특별히 개발한 지능형 AI 어시스턴트입니다.
+- [JamesANZ/prediction-market-mcp](https://github.com/JamesANZ/prediction-market-mcp) 📇 ☁️ - Polymarket, PredictIt, Kalshi를 포함한 여러 플랫폼의 실시간 예측 시장 데이터를 제공하는 MCP 서버. AI 어시스턴트가 통합된 인터페이스를 통해 현재 배당률, 가격 및 시장 정보를 쿼리할 수 있게 합니다.
+- [JamesANZ/bitcoin-mcp](https://github.com/JamesANZ/bitcoin-mcp) 📇 🏠 - AI 모델이 비트코인 블록체인을 쿼리할 수 있게 하는 MCP 서버.
### 🎮 게임
@@ -369,6 +371,8 @@
- [graphlit-mcp-server](https://github.com/graphlit/graphlit-mcp-server) 📇 ☁️ - Slack, Discord, 웹사이트, Google Drive, Linear 또는 GitHub에서 무엇이든 Graphlit 프로젝트로 수집한 다음 Cursor, Windsurf 또는 Cline과 같은 MCP 클라이언트 내에서 관련 지식을 검색하고 검색합니다.
- [@mem0ai/mem0-mcp](https://github.com/mem0ai/mem0-mcp) 🐍 🏠 - 코딩 선호도 및 패턴 관리를 돕는 Mem0용 모델 컨텍스트 프로토콜 서버로, Cursor 및 Windsurf와 같은 IDE에서 코드 구현, 모범 사례 및 기술 문서를 저장, 검색 및 의미론적으로 처리하는 도구를 제공합니다.
- [@ragieai/mcp-server](https://github.com/ragieai/ragie-mcp-server) 📇 ☁️ - Google Drive, Notion, JIRA 등과 같은 통합 서비스에 연결된 [Ragie](https://www.ragie.ai) (RAG) 지식 베이스에서 컨텍스트를 검색합니다.
+- [JamesANZ/memory-mcp](https://github.com/JamesANZ/memory-mcp) 📇 🏠 - MongoDB를 사용하여 여러 LLM의 메모리를 저장하고 검색하는 MCP 서버. 타임스탬프와 LLM 식별을 포함한 대화 메모리의 저장, 검색, 추가 및 삭제를 위한 도구를 제공합니다.
+- [JamesANZ/cross-llm-mcp](https://github.com/JamesANZ/cross-llm-mcp) 📇 🏠 - 다른 AI 모델이 협력하고 대화 간에 컨텍스트를 공유할 수 있게 하는 크로스 LLM 통신 및 메모리 공유를 가능하게 하는 MCP 서버.
### 🗺️ 위치 서비스
@@ -559,6 +563,7 @@ Git 리포지토리 및 버전 관리 플랫폼과 상호 작용합니다. 표
- [Alfex4936/kogrammar](https://github.com/Alfex4936/Hangul-MCP) 📇 - 한국어 맞춤법/글자 수 세기 MCP 서버
- [ttommyth/interactive-mcp](https://github.com/ttommyth/interactive-mcp) 📇 🏠 🍎 🪟 🐧 - 로컬 사용자 프롬프트 및 채팅 기능을 MCP 루프에 직접 추가하여 대화형 LLM 워크플로를 활성화합니다.
- [growilabs/growi-mcp-server](https://github.com/growilabs/growi-mcp-server) 🎖️ 📇 ☁️ - GROWI API와의 통합을 위한 공식 MCP 서버.
+- [JamesANZ/medical-mcp](https://github.com/JamesANZ/medical-mcp) 📇 🏠 - 의료 정보, 약물 데이터베이스 및 의료 서비스 리소스에 대한 접근을 제공하는 MCP 서버. AI 어시스턴트가 의료 데이터, 약물 상호작용 및 임상 가이드라인을 쿼리할 수 있게 합니다.
## 프레임워크
diff --git a/README-pt_BR.md b/README-pt_BR.md
index 967c3ec2..f59cca6f 100644
--- a/README-pt_BR.md
+++ b/README-pt_BR.md
@@ -320,6 +320,8 @@ Acesso a dados financeiros e ferramentas de análise. Permite que modelos de IA
- [bitteprotocol/mcp](https://github.com/BitteProtocol/mcp) 📇 - Integração com o Bitte Protocol para executar Agentes de IA em várias blockchains.
- [chargebee/mcp](https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol) 🎖️ 📇 ☁️ - Servidor MCP que conecta agentes de IA à [plataforma Chargebee](https://www.chargebee.com/).
- [Wuye-AI/mcp-server-wuye-ai](https://github.com/wuye-ai/mcp-server-wuye-ai) 🎖️ 📇 ☁️ - Servidor MCP conectado à plataforma CRIC Wuye AI. O CRIC Wuye AI é um assistente inteligente desenvolvido pela CRIC especialmente para o setor de gestão de propriedades.
+- [JamesANZ/prediction-market-mcp](https://github.com/JamesANZ/prediction-market-mcp) 📇 ☁️ - Um servidor MCP que fornece dados de mercado de previsão em tempo real de múltiplas plataformas incluindo Polymarket, PredictIt e Kalshi. Permite que assistentes de IA consultem probabilidades atuais, preços e informações de mercado através de uma interface unificada.
+- [JamesANZ/bitcoin-mcp](https://github.com/JamesANZ/bitcoin-mcp) 📇 🏠 - Um servidor MCP que permite que modelos de IA consultem a blockchain Bitcoin.
### 🎮 Jogos
@@ -345,6 +347,8 @@ Armazenamento de memória persistente usando estruturas de grafos de conheciment
- [modelcontextprotocol/server-memory](https://github.com/modelcontextprotocol/servers/tree/main/src/memory) 📇 🏠 - Sistema de memória persistente baseado em grafo de conhecimento para manter contexto
- [pinecone-io/assistant-mcp](https://github.com/pinecone-io/assistant-mcp) 🎖️ 🦀 ☁️ - Conecta-se ao seu Assistente Pinecone e dá ao agente contexto a partir do seu motor de conhecimento.
- [@ragieai/mcp-server](https://github.com/ragieai/ragie-mcp-server) 📇 ☁️ - Recupere contexto da sua base de conhecimento [Ragie](https://www.ragie.ai) (RAG) conectada a integrações como Google Drive, Notion, JIRA e muito mais.
+- [JamesANZ/memory-mcp](https://github.com/JamesANZ/memory-mcp) 📇 🏠 - Um servidor MCP que armazena e recupera memórias de múltiplos LLMs usando MongoDB. Fornece ferramentas para salvar, recuperar, adicionar e limpar memórias de conversa com timestamps e identificação de LLM.
+- [JamesANZ/cross-llm-mcp](https://github.com/JamesANZ/cross-llm-mcp) 📇 🏠 - Um servidor MCP que permite comunicação entre LLMs e compartilhamento de memória, permitindo que diferentes modelos de IA colaborem e compartilhem contexto entre conversas.
- [topoteretes/cognee](https://github.com/topoteretes/cognee/tree/dev/cognee-mcp) 📇 🏠 - Gerenciador de memória para aplicativos de IA e Agentes usando vários armazenamentos de grafos e vetores e permitindo ingestão de mais de 30 fontes de dados
- [unibaseio/membase-mcp](https://github.com/unibaseio/membase-mcp) 📇 ☁️ - Salve e consulte a memória do seu agente de forma distribuída pelo Membase
- [entanglr/zettelkasten-mcp](https://github.com/entanglr/zettelkasten-mcp) 🐍 🏠 - Um servidor de Protocolo de Contexto de Modelo (MCP) que implementa a metodologia de gestão de conhecimento Zettelkasten, permitindo criar, vincular e pesquisar notas atômicas através de Claude e outros clientes compatíveis com MCP.
@@ -464,6 +468,7 @@ Interaja com repositórios Git e plataformas de controle de versão. Permite ger
- [fotoetienne/gqai](https://github.com/fotoetienne/gqai) 🏎 🏠 - Use ferramentas regulares de definição de mutação/consulta GraphQL e o gqai gerará automaticamente um servidor MCP para você.
- [ttommyth/interactive-mcp](https://github.com/ttommyth/interactive-mcp) 📇 🏠 🍎 🪟 🐧 - Habilita fluxos de trabalho LLM interativos adicionando prompts de usuário local e recursos de chat diretamente no loop do MCP.
- [growilabs/growi-mcp-server](https://github.com/growilabs/growi-mcp-server) 🎖️ 📇 ☁️ - Servidor MCP oficial para integração com APIs do GROWI.
+- [JamesANZ/medical-mcp](https://github.com/JamesANZ/medical-mcp) 📇 🏠 - Um servidor MCP que fornece acesso a informações médicas, bancos de dados de medicamentos e recursos de saúde. Permite que assistentes de IA consultem dados médicos, interações medicamentosas e diretrizes clínicas.
## Frameworks
diff --git a/README-th.md b/README-th.md
index d8a24457..29151b62 100644
--- a/README-th.md
+++ b/README-th.md
@@ -386,6 +386,8 @@
- [SaintDoresh/YFinance-Trader-MCP-ClaudeDesktop](https://github.com/SaintDoresh/YFinance-Trader-MCP-ClaudeDesktop.git) 🐍 ☁️ - เครื่องมือ MCP ที่ให้ข้อมูลตลาดหุ้นและการวิเคราะห์โดยใช้ Yahoo Finance API
- [HuggingAGI/mcp-baostock-server](https://github.com/HuggingAGI/mcp-baostock-server) 🐍 ☁️ - เซิร์ฟเวอร์ MCP ที่ใช้ baostock เป็นฐาน ให้การเข้าถึงและวิเคราะห์ข้อมูลตลาดหุ้นจีน
- [Wuye-AI/mcp-server-wuye-ai](https://github.com/wuye-ai/mcp-server-wuye-ai) 🎖️ 📇 ☁️ - เซิร์ฟเวอร์ MCP ที่เชื่อมต่อกับแพลตฟอร์ม CRIC Wuye AI โดย CRIC Wuye AI เป็นผู้ช่วย AI อัจฉริยะที่บริษัท CRIC พัฒนาขึ้นสำหรับอุตสาหกรรมการบริหารอสังหาริมทรัพย์
+- [JamesANZ/prediction-market-mcp](https://github.com/JamesANZ/prediction-market-mcp) 📇 ☁️ - เซิร์ฟเวอร์ MCP ที่ให้ข้อมูลตลาดการพยากรณ์แบบเรียลไทม์จากหลายแพลตฟอร์มรวมถึง Polymarket, PredictIt และ Kalshi ช่วยให้ผู้ช่วย AI สามารถสืบค้นอัตราต่อรองปัจจุบัน ราคา และข้อมูลตลาดผ่านอินเทอร์เฟซที่รวมเป็นหนึ่งเดียว
+- [JamesANZ/bitcoin-mcp](https://github.com/JamesANZ/bitcoin-mcp) 📇 🏠 - เซิร์ฟเวอร์ MCP ที่ช่วยให้โมเดล AI สามารถสืบค้นบล็อกเชน Bitcoin ได้
### 🎮 เกม
@@ -411,6 +413,8 @@
- [mem0ai/mem0-mcp](https://github.com/mem0ai/mem0-mcp) 🐍 🏠 - เซิร์ฟเวอร์ Model Context Protocol สำหรับ Mem0 ที่ช่วยจัดการการตั้งค่าและรูปแบบการเขียนโค้ด ให้เครื่องมือสำหรับจัดเก็บ ดึงข้อมูล และจัดการการใช้งานโค้ด แนวทางปฏิบัติที่ดีที่สุด และเอกสารทางเทคนิคใน IDE เช่น Cursor และ Windsurf
- [modelcontextprotocol/server-memory](https://github.com/modelcontextprotocol/servers/tree/main/src/memory) 📇 🏠 - ระบบหน่วยความจำถาวรแบบกราฟความรู้สำหรับรักษาบริบท
- [@ragieai/mcp-server](https://github.com/ragieai/ragie-mcp-server) 📇 ☁️ - ดึงบริบทจากฐานความรู้ [Ragie](https://www.ragie.ai) (RAG) ของคุณที่เชื่อมต่อกับการผสานรวมต่างๆ เช่น Google Drive, Notion, JIRA และอื่นๆ
+- [JamesANZ/memory-mcp](https://github.com/JamesANZ/memory-mcp) 📇 🏠 - เซิร์ฟเวอร์ MCP ที่จัดเก็บและดึงข้อมูลความจำจากหลาย LLMs โดยใช้ MongoDB ให้เครื่องมือสำหรับการบันทึก ดึงข้อมูล เพิ่ม และล้างความจำการสนทนาพร้อมกับไทม์สแตมป์และการระบุ LLM
+- [JamesANZ/cross-llm-mcp](https://github.com/JamesANZ/cross-llm-mcp) 📇 🏠 - เซิร์ฟเวอร์ MCP ที่ช่วยให้การสื่อสารข้าม LLM และการแบ่งปันความจำ ช่วยให้โมเดล AI ที่แตกต่างกันสามารถทำงานร่วมกันและแบ่งปันบริบทระหว่างการสนทนา
- [topoteretes/cognee](https://github.com/topoteretes/cognee/tree/dev/cognee-mcp) 📇 🏠 - ตัวจัดการหน่วยความจำสำหรับแอป AI และตัวแทนโดยใช้กราฟและที่เก็บเวกเตอร์ต่างๆ และอนุญาตการนำเข้าจากแหล่งข้อมูลมากกว่า 30 แหล่ง
### 🗺️ บริการตำแหน่ง
@@ -623,6 +627,7 @@ i- [jtang613/GhidrAssistMCP](https://github.com/jtang613/GhidrAssistMCP) ☕
- [HenryHaoson/Yuque-MCP-Server](https://github.com/HenryHaoson/Yuque-MCP-Server) - 📇 ☁️ เซิร์ฟเวอร์ Model-Context-Protocol (MCP) สำหรับการรวมเข้ากับ API ของ Yuque ช่วยให้โมเดล AI จัดการเอกสาร โต้ตอบกับฐานความรู้ ค้นหาเนื้อหา และเข้าถึงข้อมูลการวิเคราะห์จากแพลตฟอร์ม Yuque
- [tumf/web3-mcp](https://github.com/tumf/web3-mcp) 🐍 ☁️ - การใช้งาน MCP เซิร์ฟเวอร์ที่ห่อหุ้ม Ankr Advanced API สามารถเข้าถึงข้อมูล NFT, โทเค็น และบล็อกเชนในหลายเครือข่ายรวมถึง Ethereum, BSC, Polygon, Avalanche และอื่นๆ
- [growilabs/growi-mcp-server](https://github.com/growilabs/growi-mcp-server) 🎖️ 📇 ☁️ - เซิร์ฟเวอร์ MCP อย่างเป็นทางการสำหรับการผสานรวมกับ GROWI API
+- [JamesANZ/medical-mcp](https://github.com/JamesANZ/medical-mcp) 📇 🏠 - เซิร์ฟเวอร์ MCP ที่ให้การเข้าถึงข้อมูลทางการแพทย์ ฐานข้อมูลยา และทรัพยากรด้านสุขภาพ ช่วยให้ผู้ช่วย AI สามารถสืบค้นข้อมูลทางการแพทย์ การโต้ตอบของยา และแนวทางทางคลินิก
## กรอบการทำงาน (Frameworks)
diff --git a/README-zh.md b/README-zh.md
index 74cb0c11..dfc4f061 100644
--- a/README-zh.md
+++ b/README-zh.md
@@ -376,6 +376,8 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
- [HuggingAGI/mcp-baostock-server](https://github.com/HuggingAGI/mcp-baostock-server) 🐍 ☁️ - 基于 baostock 的 MCP 服务器,提供对中国股票市场数据的访问和分析功能。
- [Wuye-AI/mcp-server-wuye-ai](https://github.com/wuye-ai/mcp-server-wuye-ai) 🎖️ 📇 ☁️ - 接入 CRIC物业AI 平台的 MCP 服务器。CRIC物业AI 是克而瑞专为物业行业打造的智能 AI 助理。
- [zlinzzzz/finData-mcp-server](https://github.com/zlinzzzz/finData-mcp-server) 🐍 ☁️ - 一个获取专业级金融数据的MCP服务器，支持Tushare等多种数据供应商。
+- [JamesANZ/prediction-market-mcp](https://github.com/JamesANZ/prediction-market-mcp) 📇 ☁️ - 一个MCP服务器，提供来自Polymarket、PredictIt和Kalshi等多个平台的实时预测市场数据。使AI助手能够通过统一接口查询当前赔率、价格和市场信息。
+- [JamesANZ/bitcoin-mcp](https://github.com/JamesANZ/bitcoin-mcp) 📇 🏠 - 一个MCP服务器，使AI模型能够查询比特币区块链。
### 🎮 游戏
@@ -402,6 +404,8 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
- [@mem0ai/mem0-mcp](https://github.com/mem0ai/mem0-mcp) 🐍 🏠 - 用于 Mem0 的模型上下文协议服务器，帮助管理编码偏好和模式，提供工具用于存储、检索和语义处理代码实现、最佳实践和技术文档，适用于 Cursor 和 Windsurf 等 IDE
- [@ragieai/mcp-server](https://github.com/ragieai/ragie-mcp-server) 📇 ☁️ - 从您的 [Ragie](https://www.ragie.ai) (RAG) 知识库中检索上下文，该知识库连接到 Google Drive、Notion、JIRA 等多种集成。
- [@upstash/context7](https://github.com/upstash/context7) 📇 ☁️ - 最新的LLM和AI代码编辑器的代码文档。
+- [JamesANZ/memory-mcp](https://github.com/JamesANZ/memory-mcp) 📇 🏠 - 一个MCP服务器，使用MongoDB存储和检索来自多个LLM的记忆。提供保存、检索、添加和清除带有时间戳和LLM识别的对话记忆的工具。
+- [JamesANZ/cross-llm-mcp](https://github.com/JamesANZ/cross-llm-mcp) 📇 🏠 - 一个MCP服务器，实现跨LLM通信和记忆共享，使不同的AI模型能够在对话间协作和共享上下文。
### 🗺️ 位置服务
@@ -608,6 +612,7 @@ AI助手可以通过翻译工具和服务在不同语言之间翻译内容。
- [brianxiadong/ones-wiki-mcp-server](https://github.com/brianxiadong/ones-wiki-mcp-server) ☕ ☁️/🏠 - 一个基于 Spring AI MCP 的服务，用于检索 ONES Wiki 内容并将其转换为 AI 友好的文本格式。
- [caol64/wenyan-mcp](https://github.com/caol64/wenyan-mcp) 📇 🏠 🍎 🪟 🐧 - 文颜 MCP Server， 让 AI 将 Markdown 文章自动排版后发布至微信公众号。
- [growilabs/growi-mcp-server](https://github.com/growilabs/growi-mcp-server) 🎖️ 📇 ☁️ - 与 GROWI API 集成的官方 MCP 服务器。
+- [JamesANZ/medical-mcp](https://github.com/JamesANZ/medical-mcp) 📇 🏠 - 一个MCP服务器，提供对医疗信息、药物数据库和医疗保健资源的访问。使AI助手能够查询医疗数据、药物相互作用和临床指南。
## 框架
diff --git a/README-zh_TW.md b/README-zh_TW.md
index 69e414b1..5a602d51 100644
--- a/README-zh_TW.md
+++ b/README-zh_TW.md
@@ -298,6 +298,8 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和
- [pwh-pwh/coin-mcp-server](https://github.com/pwh-pwh/coin-mcp-server) 🐍 ☁️ - 使用 Bitget 公共 API 去獲取加密貨幣最新價格
- [HuggingAGI/mcp-baostock-server](https://github.com/HuggingAGI/mcp-baostock-server) 🐍 ☁️ - 基於 baostock 的 MCP 伺服器,提供對中國股票市場數據的訪問和分析功能。
- [Wuye-AI/mcp-server-wuye-ai](https://github.com/wuye-ai/mcp-server-wuye-ai) 🎖️ 📇 ☁️ - 接入 CRIC物業AI 平台的 MCP 伺服器。CRIC物業AI 是克而瑞專為物業行業打造的智慧型 AI 助理。
+- [JamesANZ/prediction-market-mcp](https://github.com/JamesANZ/prediction-market-mcp) 📇 ☁️ - 一個 MCP 伺服器，提供來自 Polymarket、PredictIt 和 Kalshi 等多個平台的即時預測市場數據。使 AI 助手能夠通過統一介面查詢當前賠率、價格和市場資訊。
+- [JamesANZ/bitcoin-mcp](https://github.com/JamesANZ/bitcoin-mcp) 📇 🏠 - 一個 MCP 伺服器，使 AI 模型能夠查詢比特幣區塊鏈。
### 🎮 遊戲
@@ -320,6 +322,8 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和
- [@kaliaboi/mcp-zotero](https://github.com/kaliaboi/mcp-zotero) 📇 ☁️ - 為 LLM 提供的連接器，用於操作 Zotero Cloud 上的文獻集合和資源
- [@mem0ai/mem0-mcp](https://github.com/mem0ai/mem0-mcp) 🐍 🏠 - 用於 Mem0 的模型上下文協議伺服器，幫助管理編碼偏好和模式，提供工具用於儲存、檢索和語義處理代碼實現、最佳實踐和技術文件，適用於 Cursor 和 Windsurf 等 IDE
- [@ragieai/mcp-server](https://github.com/ragieai/ragie-mcp-server) 📇 ☁️ - 從您的 [Ragie](https://www.ragie.ai) (RAG) 知識庫中檢索上下文，可連接至 Google Drive、Notion、JIRA 等多種整合服務。
+- [JamesANZ/memory-mcp](https://github.com/JamesANZ/memory-mcp) 📇 🏠 - 一個 MCP 伺服器，使用 MongoDB 儲存和檢索來自多個 LLM 的記憶。提供用於儲存、檢索、新增和清除帶有時間戳和 LLM 識別的對話記憶的工具。
+- [JamesANZ/cross-llm-mcp](https://github.com/JamesANZ/cross-llm-mcp) 📇 🏠 - 一個 MCP 伺服器，實現跨 LLM 通訊和記憶共享，使不同的 AI 模型能夠在對話間協作和共享上下文。
### 🗺️ 位置服務
@@ -475,6 +479,7 @@ AI助手可以通過翻譯工具和服務在不同語言之間翻譯內容。
- [ttommyth/interactive-mcp](https://github.com/ttommyth/interactive-mcp) 📇 🏠 🍎 🪟 🐧 - 透過在 MCP 循環中直接加入本機使用者提示和聊天功能，啟用互動式 LLM 工作流程。
- [caol64/wenyan-mcp](https://github.com/caol64/wenyan-mcp) 📇 🏠 🍎 🪟 🐧 - 文顏 MCP Server，讓 AI 將 Markdown 文章自動排版後發佈至微信公眾號。
- [growilabs/growi-mcp-server](https://github.com/growilabs/growi-mcp-server) 🎖️ 📇 ☁️ - 與 GROWI API 整合的官方 MCP 伺服器。
+- [JamesANZ/medical-mcp](https://github.com/JamesANZ/medical-mcp) 📇 🏠 - 一個 MCP 伺服器，提供對醫療資訊、藥物資料庫和醫療保健資源的訪問。使 AI 助手能夠查詢醫療數據、藥物相互作用和臨床指南。
## 框架
- [FastMCP](https://github.com/jlowin/fastmcp) 🐍 - 用於在 Python 中構建 MCP 伺服器的高級框架
diff --git a/README.md b/README.md
index 294da652..e4cb281d 100644
--- a/README.md
+++ b/README.md
@@ -160,6 +160,7 @@ Access and explore art collections, cultural heritage, and museum databases. Ena
- [longevity-genie/gget-mcp](https://github.com/longevity-genie/gget-mcp) 🐍 🏠 ☁️ - MCP server providing a powerful bioinformatics toolkit for genomics queries and analysis, wrapping the popular `gget` library.
- [longevity-genie/opengenes-mcp](https://github.com/longevity-genie/opengenes-mcp) 🎖️ 🐍 🏠 ☁️ - MCP server for a queryable database for aging and longevity research from the OpenGenes project.
- [longevity-genie/synergy-age-mcp](https://github.com/longevity-genie/synergy-age-mcp) 🎖️ 🐍 🏠 ☁️ - MCP server for the SynergyAge database of synergistic and antagonistic genetic interactions in longevity.
+- [JamesANZ/medical-mcp](https://github.com/JamesANZ/medical-mcp) 📇 🏠 - An MCP server that provides access to medical information, drug databases, and healthcare resources. Enables AI assistants to query medical data, drug interactions, and clinical guidelines.
### 📂 Browser Automation
@@ -697,6 +698,8 @@ Financial data access and analysis tools. Enables AI models to work with market
- [XeroAPI/xero-mcp-server](https://github.com/XeroAPI/xero-mcp-server) 📇 ☁️ – An MCP server that integrates with Xero's API, allowing for standardized access to Xero's accounting and business features.
- [zlinzzzz/finData-mcp-server](https://github.com/zlinzzzz/finData-mcp-server) 🐍 ☁️ - An MCP server for accessing professional financial data, supporting multiple data providers such as Tushare.
- [zolo-ryan/MarketAuxMcpServer](https://github.com/Zolo-Ryan/MarketAuxMcpServer) 📇 ☁️ - MCP server for comprehensive market and financial news search with advanced filtering by symbols, industries, countries, and date ranges.
+- [JamesANZ/prediction-market-mcp](https://github.com/JamesANZ/prediction-market-mcp) 📇 ☁️ - An MCP server that provides real-time prediction market data from multiple platforms including Polymarket, PredictIt, and Kalshi. Enables AI assistants to query current odds, prices, and market information through a unified interface.
+- [JamesANZ/bitcoin-mcp](https://github.com/JamesANZ/bitcoin-mcp) 📇 🏠 - An MCP server that enables AI models to query the Bitcoin blockchain.
### 🎮 Gaming
@@ -738,6 +741,8 @@ Persistent memory storage using knowledge graph structures. Enables AI models to
- [topoteretes/cognee](https://github.com/topoteretes/cognee/tree/dev/cognee-mcp) 📇 🏠 - Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources
- [unibaseio/membase-mcp](https://github.com/unibaseio/membase-mcp) 📇 ☁️ - Save and query your agent memory in distributed way by Membase
- [upstash/context7](https://github.com/upstash/context7) 📇 ☁️ - Up-to-date code documentation for LLMs and AI code editors.
+- [JamesANZ/memory-mcp](https://github.com/JamesANZ/memory-mcp) 📇 🏠 - An MCP server that stores and retrieves memories from multiple LLMs using MongoDB. Provides tools for saving, retrieving, adding, and clearing conversation memories with timestamps and LLM identification.
+- [JamesANZ/cross-llm-mcp](https://github.com/JamesANZ/cross-llm-mcp) 📇 🏠 - An MCP server that enables cross-LLM communication and memory sharing, allowing different AI models to collaborate and share context across conversations.
### 🗺️ Location Services
From 2a129af6985dfa39fc09b44974a2115bdc4320cc Mon Sep 17 00:00:00 2001
From: Neeraj Tikku <2971609+ukkit@users.noreply.github.com>
Date: Tue, 29 Jul 2025 08:55:31 +0530
Subject: [PATCH 054/504] Add new Memcord MCP Server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 294da652..154f241d 100644
--- a/README.md
+++ b/README.md
@@ -498,6 +498,7 @@ Tools and integrations that enhance the development workflow and environment man
- [langfuse/mcp-server-langfuse](https://github.com/langfuse/mcp-server-langfuse) 🐍 🏠 - MCP server to access and manage LLM application prompts created with [Langfuse]([https://langfuse.com/](https://langfuse.com/docs/prompts/get-started)) Prompt Management.
- [lpigeon/ros-mcp-server](https://github.com/lpigeon/ros-mcp-server) 🐍 🏠 🍎 🪟 🐧 - The ROS MCP Server supports robot control by converting user-issued natural language commands into ROS or ROS2 control commands.
- [lpigeon/unitree-go2-mcp-server](https://github.com/lpigeon/unitree-go2-mcp-server) 🐍 🏠 🐧 - The Unitree Go2 MCP Server is a server built on the MCP that enables users to control the Unitree Go2 robot using natural language commands interpreted by a LLM.
+- [ukkit/memcord](https://github.com/ukkit/memcord) 🐍 🏠 🐧 🍎 - A MCP server that keeps your chat history organized and searchable—with AI-powered summaries, secure memory, and full control.
- [mobile-next/mobile-mcp](https://github.com/mobile-next/mobile-mcp) 📇 🏠 🐧 🍎 - MCP Server for Android/iOS application and device automation, development and app scraping. Simulator/Emulator/Physical devices like iPhone, Google Pixel, Samsung supported.
- [mrexodia/user-feedback-mcp](https://github.com/mrexodia/user-feedback-mcp) 🐍 🏠 - Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor.
- [narumiruna/gitingest-mcp](https://github.com/narumiruna/gitingest-mcp) 🐍 🏠 - A MCP server that uses [gitingest](https://github.com/cyclotruc/gitingest) to convert any Git repository into a simple text digest of its codebase.
From 0984628e05a9d6a78d4aaca9bfd566732995e1a1 Mon Sep 17 00:00:00 2001
From: Sanyam Bassi <148398605+sanyambassi@users.noreply.github.com>
Date: Tue, 29 Jul 2025 18:35:18 -0400
Subject: [PATCH 055/504] Update README.md
Added emojis for programming language
---
README.md | 6 +++---
1 file changed, 3 insertions(+), 3 deletions(-)
diff --git a/README.md b/README.md
index 76909c1f..361527cf 100644
--- a/README.md
+++ b/README.md
@@ -916,9 +916,9 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [rad-security/mcp-server](https://github.com/rad-security/mcp-server) 📇 ☁️ - MCP server for RAD Security, providing AI-powered security insights for Kubernetes and cloud environments. This server provides tools for querying the Rad Security API and retrieving security findings, reports, runtime data and many more.
- [roadwy/cve-search_mcp](https://github.com/roadwy/cve-search_mcp) 🐍 🏠 - A Model Context Protocol (MCP) server for querying the CVE-Search API. This server provides comprehensive access to CVE-Search, browse vendor and product、get CVE per CVE-ID、get the last updated CVEs.
- [safedep/vet](https://github.com/safedep/vet/blob/main/docs/mcp.md) 🎖️ 🏎️ ☁️ 🍎 🪟 🐧 - vet-mcp checks open source packages—like those suggested by AI coding tools—for vulnerabilities and malicious code. It supports npm and PyPI, and runs locally via Docker or as a standalone binary for fast, automated vetting.
-- [sanyambassi/ciphertrust-manager-mcp-server](https://github.com/sanyambassi/ciphertrust-manager-mcp-server) 🏠 - MCP server for Thales CipherTrust Manager integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants.
-- [sanyambassi/thales-cdsp-cakm-mcp-server](https://github.com/sanyambassi/thales-cdsp-cakm-mcp-server) 🏠 - MCP server for Thales CDSP CAKM integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants for Ms SQL and Oracle Databases.
-- [sanyambassi/thales-cdsp-crdp-mcp-server](https://github.com/sanyambassi/thales-cdsp-crdp-mcp-server) 🏠 - MCP server for Thales CipherTrust Manager RestFul Data Protection service.
+- [sanyambassi/ciphertrust-manager-mcp-server](https://github.com/sanyambassi/ciphertrust-manager-mcp-server) 🐍 ☁️ 🏠 🐧 🪟 - MCP server for Thales CipherTrust Manager integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants.
+- [sanyambassi/thales-cdsp-cakm-mcp-server](https://github.com/sanyambassi/thales-cdsp-cakm-mcp-server) 🐍 ☁️ 🏠 🐧 🪟 - MCP server for Thales CDSP CAKM integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants for Ms SQL and Oracle Databases.
+- [sanyambassi/thales-cdsp-crdp-mcp-server](https://github.com/sanyambassi/thales-cdsp-crdp-mcp-server) 📇 ☁️ 🏠 🐧 🪟 - MCP server for Thales CipherTrust Manager RestFul Data Protection service.
- [securityfortech/secops-mcp](https://github.com/securityfortech/secops-mcp) 🐍 🏠 - All-in-one security testing toolbox that brings together popular open source tools through a single MCP interface. Connected to an AI agent, it enables tasks like pentesting, bug bounty hunting, threat hunting, and more.
- [semgrep/mcp](https://github.com/semgrep/mcp) 📇 ☁️ Allow AI agents to scan code for security vulnerabilites using [Semgrep](https://semgrep.dev).
- [slouchd/cyberchef-api-mcp-server](https://github.com/slouchd/cyberchef-api-mcp-server) 🐍 ☁️ - MCP server for interacting with the CyberChef server API which will allow an MCP client to utilise the CyberChef operations.
From b274358b752fd5de6b6b81dfc9840bb97e35928a Mon Sep 17 00:00:00 2001
From: Jake Marsh
Date: Wed, 30 Jul 2025 03:00:02 -0500
Subject: [PATCH 056/504] Add ShopSavvy MCP Server to Search & Data Extraction
section
- Added shopsavvy/shopsavvy-mcp-server to the awesome-mcp-servers list
- Complete product and pricing data solution for AI assistants
- Features product search by barcode/ASIN/URL with detailed metadata
- Comprehensive pricing data from thousands of retailers
- Price history tracking and monitoring capabilities
- Available as @shopsavvy/mcp-server npm package
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 294da652..bfcdc450 100644
--- a/README.md
+++ b/README.md
@@ -868,6 +868,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [sascharo/gxtract](https://github.com/sascharo/gxtract) 🐍 ☁️ 🪟 🐧 🍎 - GXtract is a MCP server designed to integrate with VS Code and other compatible editors (documentation: [sascharo.github.io/gxtract](https://sascharo.github.io/gxtract)). It provides a suite of tools for interacting with the GroundX platform, enabling you to leverage its powerful document understanding capabilities directly within your development environment.
- [scrapeless-ai/scrapeless-mcp-server](https://github.com/scrapeless-ai/scrapeless-mcp-server) 🐍 ☁️ - The Scrapeless Model Context Protocol service acts as an MCP server connector to the Google SERP API, enabling web search within the MCP ecosystem without leaving it.
- [SecretiveShell/MCP-searxng](https://github.com/SecretiveShell/MCP-searxng) 🐍 🏠 - An MCP Server to connect to searXNG instances
+- [shopsavvy/shopsavvy-mcp-server](https://github.com/shopsavvy/shopsavvy-mcp-server) 🎖️ 📇 ☁️ - Complete product and pricing data solution for AI assistants. Search for products by barcode/ASIN/URL, access detailed product metadata, access comprehensive pricing data from thousands of retailers, view and track price history, and more. Published as `@shopsavvy/mcp-server`.
- [takashiishida/arxiv-latex-mcp](https://github.com/takashiishida/arxiv-latex-mcp) 🐍 ☁️ - Get the LaTeX source of arXiv papers to handle mathematical content and equations
- [the0807/GeekNews-MCP-Server](https://github.com/the0807/GeekNews-MCP-Server) 🐍 ☁️ - An MCP Server that retrieves and processes news data from the GeekNews site.
- [tianqitang1/enrichr-mcp-server](https://github.com/tianqitang1/enrichr-mcp-server) 📇 ☁️ - A MCP server that provides gene set enrichment analysis using the Enrichr API
From 3cfc37f218e1eedf477b79544f99c56e9356e7df Mon Sep 17 00:00:00 2001
From: SaseQ <68428394+SaseQ@users.noreply.github.com>
Date: Wed, 30 Jul 2025 15:58:15 +0200
Subject: [PATCH 057/504] README update: Add discord-mcp server to
communication category
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index e2d6e4ce..4396d1ac 100644
--- a/README.md
+++ b/README.md
@@ -311,6 +311,7 @@ Integration with communication platforms for message management and channel oper
- [OverQuotaAI/chatterboxio-mcp-server](https://github.com/OverQuotaAI/chatterboxio-mcp-server) 📇 ☁️ - MCP server implementation for ChatterBox.io, enabling AI agents to send bots to online meetings (Zoom, Google Meet) and obtain transcripts and recordings.
- [sawa-zen/vrchat-mcp](https://github.com/sawa-zen/vrchat-mcp) - 📇 🏠 This is an MCP server for interacting with the VRChat API. You can retrieve information about friends, worlds, avatars, and more in VRChat.
- [softeria/ms-365-mcp-server](https://github.com/softeria/ms-365-mcp-server) 📇 ☁️ - MCP server that connects to Microsoft Office and the whole Microsoft 365 suite using Graph API (including Outlook, mail, files, Excel, calendar)
+- [saseq/discord-mcp](https://github.com/SaseQ/discord-mcp) ☕ 📇 🏠 💬 - A MCP server for the Discord integration. Enable your AI assistants to seamlessly interact with Discord. Enhance your Discord experience with powerful automation capabilities.
- [teddyzxcv/ntfy-mcp](https://github.com/teddyzxcv/ntfy-mcp) - The MCP server that keeps you informed by sending the notification on phone using ntfy
- [userad/didlogic_mcp](https://github.com/UserAd/didlogic_mcp) 🐍 ☁️ - An MCP server for [DIDLogic](https://didlogic.com). Adds functionality to manage SIP endpoints, numbers and destinations.
- [YCloud-Developers/ycloud-whatsapp-mcp-server](https://github.com/YCloud-Developers/ycloud-whatsapp-mcp-server) 📇 🏠 - MCP server for WhatsApp Business Platform by YCloud.
From 96343952fb33a36a51fe830ad1c3dceb85048af3 Mon Sep 17 00:00:00 2001
From: Robert-Jia00129
Date: Wed, 30 Jul 2025 11:33:23 -0400
Subject: [PATCH 058/504] Add new MCP-Discovery MCP Server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index e2d6e4ce..51ee1e51 100644
--- a/README.md
+++ b/README.md
@@ -122,6 +122,7 @@ Servers for accessing many apps and tools through a single MCP server.
- [julien040/anyquery](https://github.com/julien040/anyquery) 🏎️ 🏠 ☁️ - Query more than 40 apps with one binary using SQL. It can also connect to your PostgreSQL, MySQL, or SQLite compatible database. Local-first and private by design.
- [metatool-ai/metatool-app](https://github.com/metatool-ai/metatool-app) 📇 ☁️ 🏠 🍎 🪟 🐧 - MetaMCP is the one unified middleware MCP server that manages your MCP connections with GUI.
- [mindsdb/mindsdb](https://github.com/mindsdb/mindsdb) - Connect and unify data across various platforms and databases with [MindsDB as a single MCP server](https://docs.mindsdb.com/mcp/overview).
+- [particlefuture/MCPDiscovery](https://github.com/particlefuture/MCPDiscovery) - MCP of MCPs. A central hub for MCP servers. Helps you discover available MCP servers and learn how to install and use them. REMOTE! Use the url [https://mcp.pfvc.io/mcp/](https://mcp.pfvc.io/mcp/) to add the server. **Remember the final backslash!**.
- [PipedreamHQ/pipedream](https://github.com/PipedreamHQ/pipedream/tree/master/modelcontextprotocol) ☁️ 🏠 - Connect with 2,500 APIs with 8,000+ prebuilt tools, and manage servers for your users, in your own app.
- [sitbon/magg](https://github.com/sitbon/magg) 🍎 🪟 🐧 ☁️ 🏠 🐍 - Magg: A meta-MCP server that acts as a universal hub, allowing LLMs to autonomously discover, install, and orchestrate multiple MCP servers - essentially giving AI assistants the power to extend their own capabilities on-demand.
- [SureScaleAI/openai-gpt-image-mcp](https://github.com/SureScaleAI/openai-gpt-image-mcp) 📇 ☁️ - OpenAI GPT image generation/editing MCP server.
From 3c11289fb907113ededcbab70a0b772196f4c324 Mon Sep 17 00:00:00 2001
From: fynnomenon <82415981+fynnomenon@users.noreply.github.com>
Date: Wed, 30 Jul 2025 22:45:29 +0200
Subject: [PATCH 059/504] feat: add joinly mcp
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index e2d6e4ce..adc09314 100644
--- a/README.md
+++ b/README.md
@@ -303,6 +303,7 @@ Integration with communication platforms for message management and channel oper
- [InditexTech/mcp-teams-server](https://github.com/InditexTech/mcp-teams-server) 🐍 ☁️ - MCP server that integrates Microsoft Teams messaging (read, post, mention, list members and threads)
- [jagan-shanmugam/mattermost-mcp-host](https://github.com/jagan-shanmugam/mattermost-mcp-host) 🐍 🏠 - A MCP server along with MCP host that provides access to Mattermost teams, channels and messages. MCP host is integrated as a bot in Mattermost with access to MCP servers that can be configured.
- [jaipandya/producthunt-mcp-server](https://github.com/jaipandya/producthunt-mcp-server) 🐍 🏠 - MCP server for Product Hunt. Interact with trending posts, comments, collections, users, and more.
+- [joinly-ai/joinly](https://github.com/joinly-ai/joinly) 🐍☁️ - MCP server to interact with browser-based meeting platforms (Zoom, Teams, Google Meet). Enables AI agents to send bots to online meetings, gather live transcripts, speak text, and send messages in the meeting chat.
- [keturiosakys/bluesky-context-server](https://github.com/keturiosakys/bluesky-context-server) 📇 ☁️ - Bluesky instance integration for querying and interaction
- [khan2a/telephony-mcp-server](https://github.com/khan2a/telephony-mcp-server) 🐍 💬 - MCP Telephony server for automating voice calls with Speech-to-Text and Speech Recognition to summarize call conversations. Send and receive SMS, detect voicemail, and integrate with Vonage APIs for advanced telephony workflows.
- [korotovsky/slack-mcp-server](https://github.com/korotovsky/slack-mcp-server) 📇 ☁️ - The most powerful MCP server for Slack Workspaces.
From f74847af94dd53cdf749e80c3ac7aa710b8b0282 Mon Sep 17 00:00:00 2001
From: Sumanshu Arora <45642655+sumanshusamarora@users.noreply.github.com>
Date: Thu, 31 Jul 2025 23:12:13 +1000
Subject: [PATCH 060/504] Added
https://github.com/Data-Everything/mcp-server-templates to aggregators list
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index e2d6e4ce..ea076827 100644
--- a/README.md
+++ b/README.md
@@ -131,6 +131,7 @@ Servers for accessing many apps and tools through a single MCP server.
- [VeriTeknik/pluggedin-mcp-proxy](https://github.com/VeriTeknik/pluggedin-mcp-proxy) 📇 🏠 - A comprehensive proxy server that combines multiple MCP servers into a single interface with extensive visibility features. It provides discovery and management of tools, prompts, resources, and templates across servers, plus a playground for debugging when building MCP servers.
- [WayStation-ai/mcp](https://github.com/waystation-ai/mcp) ☁️ 🍎 🪟 - Seamlessly and securely connect Claude Desktop and other MCP hosts to your favorite apps (Notion, Slack, Monday, Airtable, etc.). Takes less than 90 secs.
- [wegotdocs/open-mcp](https://github.com/wegotdocs/open-mcp) 📇 🏠 🍎 🪟 🐧 - Turn a web API into an MCP server in 10 seconds and add it to the open source registry: https://open-mcp.org
+- [Data-Everything/mcp-server-templates](https://github.com/Data-Everything/mcp-server-templates) 📇 🏠 🍎 🪟 🐧 - One server. All tools. A unified MCP platform that connects many apps, tools, and services behind one powerful interface—ideal for local devs or production agents.
### 🎨 Art & Culture
From ab63588f92aaa44000d35c80b64f3d8cb59e0ccb Mon Sep 17 00:00:00 2001
From: Christian Schmitt
Date: Fri, 1 Aug 2025 10:17:23 +0200
Subject: [PATCH 061/504] Add link to iunera/druid-mcp-server in README.md
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index e2d6e4ce..96548835 100644
--- a/README.md
+++ b/README.md
@@ -370,6 +370,7 @@ Secure database access with schema inspection capabilities. Enables querying and
- [idoru/influxdb-mcp-server](https://github.com/idoru/influxdb-mcp-server) 📇 ☁️ 🏠 - Run queries against InfluxDB OSS API v2.
- [InfluxData/influxdb3_mcp_server](https://github.com/influxdata/influxdb3_mcp_server) 🎖️ 📇 🏠 ☁️ - Official MCP server for InfluxDB 3 Core/Enterprise/Cloud Dedicated
- [isaacwasserman/mcp-snowflake-server](https://github.com/isaacwasserman/mcp-snowflake-server) 🐍 ☁️ - Snowflake integration implementing read and (optional) write operations as well as insight tracking
+- [iunera/druid-mcp-server](https://github.com/iunera/druid-mcp-server) ☕ ☁️ 🏠 - Comprehensive MCP server for Apache Druid that provides extensive tools, resources, and prompts for managing and analyzing Druid clusters.
- [yannbrrd/simple_snowflake_mcp](https://github.com/YannBrrd/simple_snowflake_mcp) 🐍 ☁️ - Simple Snowflake MCP server that works behind a corporate proxy. Read and write (optional) operations
- [joshuarileydev/supabase-mcp-server](https://github.com/joshuarileydev/supabase) - Supabase MCP Server for managing and creating projects and organisations in Supabase
- [jovezhong/mcp-timeplus](https://github.com/jovezhong/mcp-timeplus) 🐍 ☁️ - MCP server for Apache Kafka and Timeplus. Able to list Kafka topics, poll Kafka messages, save Kafka data locally and query streaming data with SQL via Timeplus
From a28171c23472722226342fd0059be539ee4410e7 Mon Sep 17 00:00:00 2001
From: Hainan Zhao
Date: Fri, 1 Aug 2025 22:33:59 +0800
Subject: [PATCH 062/504] docs: add mcp-gitlab-jira to awesome-mcp-servers
---
README-ja.md | 1 +
README-ko.md | 1 +
README-pt_BR.md | 1 +
README-th.md | 1 +
README-zh.md | 1 +
README-zh_TW.md | 1 +
README.md | 1 +
7 files changed, 7 insertions(+)
diff --git a/README-ja.md b/README-ja.md
index 436db891..a84eca5c 100644
--- a/README-ja.md
+++ b/README-ja.md
@@ -307,6 +307,7 @@ aliyun/alibabacloud-tablestore-mcp-server ☕ 🐍 ☁️ - 阿里云表格存
- [axliupore/mcp-code-runner](https://github.com/axliupore/mcp-code-runner) 📇 🏠 - Docker 経由でローカルにコードを実行し、複数のプログラミング言語をサポートする MCP サーバー
- [TencentEdgeOne/edgeone-pages-mcp](https://github.com/TencentEdgeOne/edgeone-pages-mcp) 📇 ☁️ - EdgeOne Pagesに HTMLコンテンツをデプロイし、公開アクセス可能なURLを取得するためのMCPサービスです。
- [lpigeon/ros-mcp-server](https://github.com/lpigeon/ros-mcp-server) 🐍 🏠 🍎 🪟 🐧 - ROS MCPサーバーは、ユーザーの自然言語コマンドをROSまたはROS2の制御コマンドに変換することで、ロボットの制御を支援します。
+- [HainanZhao/mcp-gitlab-jira](https://github.com/HainanZhao/mcp-gitlab-jira) 📇 ☁️ 🏠 - GitLabとJiraの統合MCPサーバー：AIエージェントでプロジェクト、マージリクエスト、ファイル、リリース、チケットを管理します。
- [freema/mcp-design-system-extractor](https://github.com/freema/mcp-design-system-extractor) 📇 🏠 - Storybookデザインシステムからコンポーネント情報を抽出します。HTML、スタイル、props、依存関係、テーマトークン、コンポーネントメタデータを提供し、AIによるデザインシステム分析を可能にします。
- [gitkraken/gk-cli](https://github.com/gitkraken/gk-cli) 🎖️ 🏎️ 🏠 ☁️ 🍎 🪟 🐧 - GitKraken の API とやり取りするための CLI。gk mcp 経由で MCP サーバーも含まれており、GitKraken の API だけでなく、Jira、GitHub、GitLab などもラップします。ローカルツールやリモートサービスとも連携可能です。
- [lpigeon/unitree-go2-mcp-server](https://github.com/lpigeon/unitree-go2-mcp-server) 🐍 🏠 🐧 - Unitree Go2 MCPサーバーは、MCP上に構築されたサーバーで、大規模言語モデル（LLM）によって解釈された自然言語コマンドを使用して、ユーザーがUnitree Go2ロボットを制御できるようにします。
diff --git a/README-ko.md b/README-ko.md
index f5b1b6bc..5a14603c 100644
--- a/README-ko.md
+++ b/README-ko.md
@@ -294,6 +294,7 @@
- [yiwenlu66/PiloTY](https://github.com/yiwenlu66/PiloTY) 🐍 🏠 - 상태 유지 세션, SSH 연결, 백그라운드 프로세스 관리로 AI 에이전트가 대화형 터미널을 제어할 수 있게 하는 PTY 작업용 AI 파일럿
- [lpigeon/ros-mcp-server](https://github.com/lpigeon/ros-mcp-server) 🐍 🏠 🍎 🪟 🐧 - ROS MCP 서버는 사용자의 자연어 명령을 ROS 또는 ROS2 제어 명령으로 변환함으로써 로봇의 제어를 지원합니다.
- [freema/mcp-design-system-extractor](https://github.com/freema/mcp-design-system-extractor) 📇 🏠 - Storybook 디자인 시스템에서 컴포넌트 정보를 추출합니다. HTML, 스타일, props, 의존성, 테마 토큰 및 컴포넌트 메타데이터를 제공하여 AI 기반 디자인 시스템 분석을 지원합니다.
+- [HainanZhao/mcp-gitlab-jira](https://github.com/HainanZhao/mcp-gitlab-jira) 📇 ☁️ 🏠 - GitLab 및 Jira용 통합 MCP 서버: AI 에이전트로 프로젝트, 병합 요청, 파일, 릴리스 및 티켓을 관리합니다.
- [gitkraken/gk-cli](https://github.com/gitkraken/gk-cli) 🎖️ 🏎️ 🏠 ☁️ 🍎 🪟 🐧 - GitKraken API와 상호작용하기 위한 CLI입니다. gk mcp를 통해 MCP 서버를 포함하고 있으며, GitKraken API뿐만 아니라 Jira, GitHub, GitLab 등도 래핑합니다. 로컬 도구 및 원격 서비스와 함께 작동합니다.
- [lpigeon/unitree-go2-mcp-server](https://github.com/lpigeon/unitree-go2-mcp-server) 🐍 🏠 🐧 - Unitree Go2 MCP 서버는 MCP 기반으로 구축된 서버로, 사용자가 LLM이 해석한 자연어 명령을 통해 Unitree Go2 로봇을 제어할 수 있도록 해줍니다.
diff --git a/README-pt_BR.md b/README-pt_BR.md
index 967c3ec2..585e7e14 100644
--- a/README-pt_BR.md
+++ b/README-pt_BR.md
@@ -272,6 +272,7 @@ Ferramentas e integrações que aprimoram o fluxo de trabalho de desenvolvimento
- [yiwenlu66/PiloTY](https://github.com/yiwenlu66/PiloTY) 🐍 🏠 - Piloto de IA para operações PTY que permite aos agentes controlar terminais interativos com sessões com estado, conexões SSH e gerenciamento de processos em segundo plano
- [lpigeon/ros-mcp-server](https://github.com/lpigeon/ros-mcp-server) 🐍 🏠 🍎 🪟 🐧 - O servidor ROS MCP auxilia no controle de robôs convertendo comandos em linguagem natural do usuário em comandos de controle para ROS ou ROS2.
- [freema/mcp-design-system-extractor](https://github.com/freema/mcp-design-system-extractor) 📇 🏠 - Extrai informações de componentes de sistemas de design Storybook. Fornece HTML, estilos, propriedades, dependências, tokens de tema e metadados de componentes para análise de sistemas de design com IA.
+- [HainanZhao/mcp-gitlab-jira](https://github.com/HainanZhao/mcp-gitlab-jira) 📇 ☁️ 🏠 - Servidor MCP unificado para GitLab e Jira: gerencie projetos, merge requests, arquivos, releases e tickets com agentes de IA.
- [gitkraken/gk-cli](https://github.com/gitkraken/gk-cli) 🎖️ 🏎️ 🏠 ☁️ 🍎 🪟 🐧 - Uma CLI para interagir com as APIs do GitKraken. Inclui um servidor MCP via gk mcp que envolve não apenas as APIs do GitKraken, mas também Jira, GitHub, GitLab e outros. Funciona com ferramentas locais e serviços remotos.
- [lpigeon/unitree-go2-mcp-server](https://github.com/lpigeon/unitree-go2-mcp-server) 🐍 🏠 🐧 - O servidor Unitree Go2 MCP é um servidor construído sobre o MCP que permite aos usuários controlar o robô Unitree Go2 usando comandos em linguagem natural interpretados por um modelo de linguagem grande (LLM).
diff --git a/README-th.md b/README-th.md
index d8a24457..bad3e403 100644
--- a/README-th.md
+++ b/README-th.md
@@ -310,6 +310,7 @@
- [axliupore/mcp-code-runner](https://github.com/axliupore/mcp-code-runner) 📇 🏠 - เซิร์ฟเวอร์ MCP สำหรับการรันโค้ดในเครื่องผ่าน Docker และรองรับภาษาการเขียนโปรแกรมหลายภาษา
- [lpigeon/ros-mcp-server](https://github.com/lpigeon/ros-mcp-server) 🐍 🏠 🍎 🪟 🐧 - เซิร์ฟเวอร์ ROS MCP ช่วยควบคุมหุ่นยนต์โดยแปลงคำสั่งภาษาธรรมชาติของผู้ใช้ให้เป็นคำสั่งควบคุม ROS หรือ ROS2
- [freema/mcp-design-system-extractor](https://github.com/freema/mcp-design-system-extractor) 📇 🏠 - ดึงข้อมูลคอมโพเนนต์จากระบบการออกแบบ Storybook ให้ HTML, สไตล์, props, การพึ่งพา, โทเค็นธีม และเมตาดาต้าของคอมโพเนนต์สำหรับการวิเคราะห์ระบบการออกแบบด้วย AI
+- [HainanZhao/mcp-gitlab-jira](https://github.com/HainanZhao/mcp-gitlab-jira) 📇 ☁️ 🏠 - เซิร์ฟเวอร์ MCP แบบรวมสำหรับ GitLab และ Jira: จัดการโปรเจกต์, merge request, ไฟล์, รีลีส และตั๋วด้วยเอเจนต์ AI
- [gitkraken/gk-cli](https://github.com/gitkraken/gk-cli) 🎖️ 🏎️ 🏠 ☁️ 🍎 🪟 🐧 - CLI สำหรับโต้ตอบกับ GitKraken API โดยมีเซิร์ฟเวอร์ MCP ผ่าน gk mcp ซึ่งไม่เพียงแต่ครอบคลุม GitKraken API เท่านั้น แต่ยังรวมถึง Jira, GitHub, GitLab และอื่น ๆ อีกมากมาย รองรับการทำงานร่วมกับเครื่องมือในเครื่องและบริการระยะไกล.
- [lpigeon/unitree-go2-mcp-server](https://github.com/lpigeon/unitree-go2-mcp-server) 🐍 🏠 🐧 - เซิร์ฟเวอร์ Unitree Go2 MCP เป็นเซิร์ฟเวอร์ที่พัฒนาขึ้นบน MCP ซึ่งช่วยให้ผู้ใช้สามารถควบคุมหุ่นยนต์ Unitree Go2 ได้โดยใช้คำสั่งภาษาธรรมชาติที่แปลโดยโมเดลภาษาขนาดใหญ่ (LLM)
diff --git a/README-zh.md b/README-zh.md
index 74cb0c11..96a58ea2 100644
--- a/README-zh.md
+++ b/README-zh.md
@@ -321,6 +321,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
- [yikakia/godoc-mcp-server](https://github.com/yikakia/godoc-mcp-server) 🏎️ ☁️ 🪟 🐧 🍎 - 查询 pkg.go.dev 上的 golang 包信息
- [lpigeon/ros-mcp-server](https://github.com/lpigeon/ros-mcp-server) 🐍 🏠 🍎 🪟 🐧 - ROS MCP服务器通过将用户的自然语言指令转换为ROS或ROS2控制指令，以支持机器人的控制。
- [freema/mcp-design-system-extractor](https://github.com/freema/mcp-design-system-extractor) 📇 🏠 - 从 Storybook 设计系统中提取组件信息。提供 HTML、样式、props、依赖项、主题令牌和组件元数据，用于 AI 驱动的设计系统分析。
+- [HainanZhao/mcp-gitlab-jira](https://github.com/HainanZhao/mcp-gitlab-jira) 📇 ☁️ 🏠 - GitLab 和 Jira 的统一 MCP 服务器：通过 AI 代理管理项目、合并请求、文件、发布和工单。
- [gitkraken/gk-cli](https://github.com/gitkraken/gk-cli) 🎖️ 🏎️ 🏠 ☁️ 🍎 🪟 🐧 - 一個用於與 GitKraken API 互動的命令列工具（CLI）。通過 gk mcp 提供一個 MCP 伺服器，不僅封裝了 GitKraken API，還支援 Jira、GitHub、GitLab 等多種服務。可與本地工具和遠端服務協同運作。
- [lpigeon/unitree-go2-mcp-server](https://github.com/lpigeon/unitree-go2-mcp-server) 🐍 🏠 🐧 - Unitree Go2 MCP服务器是一个基于MCP构建的服务器，允许用户通过由大语言模型解释的自然语言指令来控制Unitree Go2机器人。
- [zaizaizhao/mcp-swagger-server](https://github.com/zaizaizhao/mcp-swagger-server) 📇 ☁️ 🏠 - mcp-swagger-server将任何符合 OpenAPI/Swagger 规范的 REST API 转换为 Model Context Protocol (MCP) 格式,以支持ai客户端调用。
diff --git a/README-zh_TW.md b/README-zh_TW.md
index 69e414b1..60132922 100644
--- a/README-zh_TW.md
+++ b/README-zh_TW.md
@@ -256,6 +256,7 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和
- [TencentEdgeOne/edgeone-pages-mcp](https://github.com/TencentEdgeOne/edgeone-pages-mcp) 📇 ☁️ - 基於 EdgeOne Pages 的 MCP 伺服器，支援代碼部署為在線頁面。
- [lpigeon/ros-mcp-server](https://github.com/lpigeon/ros-mcp-server) 🐍 🏠 🍎 🪟 🐧 - ROS MCP伺服器透過將使用者的自然語言指令轉換為ROS或ROS2控制指令，以支援機器人的控制。
- [freema/mcp-design-system-extractor](https://github.com/freema/mcp-design-system-extractor) 📇 🏠 - 從 Storybook 設計系統中提取元件資訊。提供 HTML、樣式、props、依賴項、主題令牌和元件元資料，用於 AI 驅動的設計系統分析。
+- [HainanZhao/mcp-gitlab-jira](https://github.com/HainanZhao/mcp-gitlab-jira) 📇 ☁️ 🏠 - GitLab 和 Jira 的統一 MCP 伺服器：透過 AI 代理管理專案、合併請求、檔案、發行和票證。
- [gitkraken/gk-cli](https://github.com/gitkraken/gk-cli) 🎖️ 🏎️ 🏠 ☁️ 🍎 🪟 🐧 - 一個用於與 GitKraken API 互動的 CLI。透過 gk mcp 包含一個 MCP 伺服器，不僅包裝了 GitKraken API，還支援 Jira、GitHub、GitLab 等等。可搭配本地工具與遠端服務使用。
- [lpigeon/unitree-go2-mcp-server](https://github.com/lpigeon/unitree-go2-mcp-server) 🐍 🏠 🐧 - Unitree Go2 MCP伺服器是一個基於MCP構建的伺服器，允許使用者透過由大型語言模型解讀的自然語言指令來控制Unitree Go2機器人。
diff --git a/README.md b/README.md
index 96548835..6be8e45a 100644
--- a/README.md
+++ b/README.md
@@ -471,6 +471,7 @@ Tools and integrations that enhance the development workflow and environment man
- [gorosun/unified-diff-mcp](https://github.com/gorosun/unified-diff-mcp) 📇 🏠 - Generate and visualize unified diff comparisons with beautiful HTML/PNG output, supporting side-by-side and line-by-line views for filesystem dry-run integration
- [Govcraft/rust-docs-mcp-server](https://github.com/Govcraft/rust-docs-mcp-server) 🦀 🏠 - Provides up-to-date documentation context for a specific Rust crate to LLMs via an MCP tool, using semantic search (embeddings) and LLM summarization.
- [PromptExecution/cratedocs-mcp](https://github.com/promptexecution/cratedocs-mcp) 🦀 🏠 - Outputs short-form Rust crate derived traits,interfaces, etc. from AST (uses same api as rust-analyzer), output limits (token estimation) & crate docs w/regex stripping.
+- [HainanZhao/mcp-gitlab-jira](https://github.com/HainanZhao/mcp-gitlab-jira) 📇 ☁️ 🏠 - Unified MCP server for GitLab and Jira: manage projects, merge requests, files, releases and tickets with AI agents.
- [haris-musa/excel-mcp-server](https://github.com/haris-musa/excel-mcp-server) 🐍 🏠 - An Excel manipulation server providing workbook creation, data operations, formatting, and advanced features (charts, pivot tables, formulae).
- [higress-group/higress-ops-mcp-server](https://github.com/higress-group/higress-ops-mcp-server) 🐍 🏠 - MCP server that provides comprehensive tools for managing [Higress](https://github.com/alibaba/higress) gateway configurations and operations.
- [hijaz/postmancer](https://github.com/hijaz/postmancer) 📇 🏠 - A MCP server for replacing Rest Clients like Postman/Insomnia, by allowing your LLM to maintain and use api collections.
From 8485cf28a5c7c3556fa071770d27d8925e11f8d1 Mon Sep 17 00:00:00 2001
From: kehvinbehvin
Date: Fri, 1 Aug 2025 10:12:03 -0700
Subject: [PATCH 063/504] feat: Add new JSON MCP Filter server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 96548835..1fbba58c 100644
--- a/README.md
+++ b/README.md
@@ -851,6 +851,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [just-every/mcp-read-website-fast](https://github.com/just-every/mcp-read-website-fast) 📇 🏠 - Fast, token-efficient web content extraction for AI agents - converts websites to clean Markdown while preserving links. Features Mozilla Readability, smart caching, polite crawling with robots.txt support, and concurrent fetching.
- [just-every/mcp-screenshot-website-fast](https://github.com/just-every/mcp-screenshot-website-fast) 📇 🏠 - Fast screenshot capture tool optimized for Claude Vision API. Automatically tiles full pages into 1072x1072 chunks for optimal AI processing with configurable viewports and wait strategies for dynamic content.
- [kagisearch/kagimcp](https://github.com/kagisearch/kagimcp) ☁️ 📇 – Official Kagi Search MCP Server
+- [kehvinbehvin/json-mcp-filter](https://github.com/kehvinbehvin/json-mcp-filter) ️🏠 📇 – Stop bloating your LLM context. Query & Extract only what you need from your JSON files.
- [kshern/mcp-tavily](https://github.com/kshern/mcp-tavily.git) ☁️ 📇 – Tavily AI search API
- [leehanchung/bing-search-mcp](https://github.com/leehanchung/bing-search-mcp) 📇 ☁️ - Web search capabilities using Microsoft Bing Search API
- [lfnovo/content-core](https://github.com/lfnovo/content-core) 🐍 🏠 - Extract content from URLs, documents, videos, and audio files using intelligent auto-engine selection. Supports web pages, PDFs, Word docs, YouTube transcripts, and more with structured JSON responses.
From 4931dec9a7233c49f4ec65337fd20a1642ec0965 Mon Sep 17 00:00:00 2001
From: I R <>
Date: Fri, 1 Aug 2025 20:18:18 +0300
Subject: [PATCH 064/504] MCP-Transcribe server allows LLMs to interact with
the text content of audio/video files
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 96548835..211b0dd0 100644
--- a/README.md
+++ b/README.md
@@ -977,6 +977,7 @@ Tools for converting text-to-speech and vice-versa
- [daisys-ai/daisys-mcp](https://github.com/daisys-ai/daisys-mcp) 🐍 🏠 🍎 🪟 🐧 - Generate high-quality text-to-speech and text-to-voice outputs using the [DAISYS](https://www.daisys.ai/) platform and make it able to play and store audio generated.
- [mbailey/voice-mcp](https://github.com/mbailey/voice-mcp) 🐍 🏠 - Complete voice interaction server supporting speech-to-text, text-to-speech, and real-time voice conversations through local microphone, OpenAI-compatible APIs, and LiveKit integration
- [mberg/kokoro-tts-mcp](https://github.com/mberg/kokoro-tts-mcp) 🐍 🏠 - MCP Server that uses the open weight Kokoro TTS models to convert text-to-speech. Can convert text to MP3 on a local driver or auto-upload to an S3 bucket.
+- [transcribe-app/mcp-transcribe](https://github.com/transcribe-app/mcp-transcribe) 📇 🏠 - This service provides fast and reliable transcriptions for audio/video files and voice memos. It allows LLMs to interact with the text content of audio/video file.
### 🚆 Travel & Transportation
From 64819d0724eca53d000f2f531963514e76401ee9 Mon Sep 17 00:00:00 2001
From: Yves Junqueira
Date: Fri, 1 Aug 2025 22:08:42 -0300
Subject: [PATCH 065/504] update README.md: update pipeboard-co/meta-ads-mcp
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 15a4e686..036bab71 100644
--- a/README.md
+++ b/README.md
@@ -774,7 +774,7 @@ Tools for creating and editing marketing content, working with web meta data, pr
- [gomarble-ai/google-ads-mcp-server](https://github.com/gomarble-ai/google-ads-mcp-server) 🐍 ☁️ - MCP server acting as an interface to the Google Ads, enabling programmatic access to Google Ads data and management features.
- [marketplaceadpros/amazon-ads-mcp-server](https://github.com/MarketplaceAdPros/amazon-ads-mcp-server) 📇 ☁️ - Enables tools to interact with Amazon Advertising, analyzing campaign metrics and configurations.
- [open-strategy-partners/osp_marketing_tools](https://github.com/open-strategy-partners/osp_marketing_tools) 🐍 🏠 - A suite of marketing tools from Open Strategy Partners including writing style, editing codes, and product marketing value map creation.
-- [pipeboard-co/meta-ads-mcp](https://github.com/pipeboard-co/meta-ads-mcp) 🐍 ☁️ 🏠 - Enables AI agents to monitor and optimize Meta ad performance, analyze campaign metrics, adjust audience targeting, manage creative assets, and make data-driven recommendations for ad spend and campaign settings through seamless Graph API integration.
+- [pipeboard-co/meta-ads-mcp](https://github.com/pipeboard-co/meta-ads-mcp) 🐍 ☁️ 🏠 - Meta Ads automation that just works. Trusted by 10,000+ businesses to analyze performance, test creatives, optimize spend, and scale results — simply and reliably.
- [stape-io/stape-mcp-server](https://github.com/stape-io/stape-mcp-server) 📇 ☁️ – This project implements an MCP (Model Context Protocol) server for the Stape platform. It allows interaction with the Stape API using AI assistants like Claude or AI-powered IDEs like Cursor.
- [stape-io/google-tag-manager-mcp-server](https://github.com/stape-io/google-tag-manager-mcp-server) 📇 ☁️ – This server supports remote MCP connections, includes built-in Google OAuth, and provide an interface to the Google Tag Manager API.
From 617d28059b4b8740b947b0e3e7403ad929b13832 Mon Sep 17 00:00:00 2001
From: kukapay
Date: Sat, 2 Aug 2025 18:06:30 +0800
Subject: [PATCH 066/504] Add dao-proposals-mcp
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 036bab71..59fea377 100644
--- a/README.md
+++ b/README.md
@@ -651,6 +651,7 @@ Financial data access and analysis tools. Enables AI models to work with market
- [kukapay/crypto-trending-mcp](https://github.com/kukapay/crypto-trending-mcp) 🐍 ☁️ - Tracking the latest trending tokens on CoinGecko.
- [kukapay/crypto-whitepapers-mcp](https://github.com/kukapay/crypto-whitepapers-mcp) 🐍 ☁️ - Serving as a structured knowledge base of crypto whitepapers.
- [kukapay/cryptopanic-mcp-server](https://github.com/kukapay/cryptopanic-mcp-server) 🐍 ☁️ - Providing latest cryptocurrency news to AI agents, powered by CryptoPanic.
+- [kukapay/dao-proposals-mcp](https://github.com/kukapay/dao-proposals-mcp) 🐍 ☁️ - An MCP server that aggregates live governance proposals from major DAOs.
- [kukapay/defi-yields-mcp](https://github.com/kukapay/defi-yields-mcp) 🐍 ☁️ - An MCP server for AI agents to explore DeFi yield opportunities.
- [kukapay/dune-analytics-mcp](https://github.com/kukapay/dune-analytics-mcp) 🐍 ☁️ - A mcp server that bridges Dune Analytics data to AI agents.
- [kukapay/etf-flow-mcp](https://github.com/kukapay/etf-flow-mcp) 🐍 ☁️ - Delivering crypto ETF flow data to power AI agents' decision-making.
From eadea4e7944196e52b2c2df90d4a3ef5a45fa9a8 Mon Sep 17 00:00:00 2001
From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com>
Date: Sun, 3 Aug 2025 18:23:19 -0400
Subject: [PATCH 067/504] Update README.md
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 51ee1e51..3418dbfd 100644
--- a/README.md
+++ b/README.md
@@ -122,7 +122,7 @@ Servers for accessing many apps and tools through a single MCP server.
- [julien040/anyquery](https://github.com/julien040/anyquery) 🏎️ 🏠 ☁️ - Query more than 40 apps with one binary using SQL. It can also connect to your PostgreSQL, MySQL, or SQLite compatible database. Local-first and private by design.
- [metatool-ai/metatool-app](https://github.com/metatool-ai/metatool-app) 📇 ☁️ 🏠 🍎 🪟 🐧 - MetaMCP is the one unified middleware MCP server that manages your MCP connections with GUI.
- [mindsdb/mindsdb](https://github.com/mindsdb/mindsdb) - Connect and unify data across various platforms and databases with [MindsDB as a single MCP server](https://docs.mindsdb.com/mcp/overview).
-- [particlefuture/MCPDiscovery](https://github.com/particlefuture/MCPDiscovery) - MCP of MCPs. A central hub for MCP servers. Helps you discover available MCP servers and learn how to install and use them. REMOTE! Use the url [https://mcp.pfvc.io/mcp/](https://mcp.pfvc.io/mcp/) to add the server. **Remember the final backslash!**.
+- [particlefuture/MCPDiscovery](https://github.com/particlefuture/MCPDiscovery) - MCP of MCPs. A central hub for MCP servers. Helps you discover available MCP servers and learn how to install and use them.
- [PipedreamHQ/pipedream](https://github.com/PipedreamHQ/pipedream/tree/master/modelcontextprotocol) ☁️ 🏠 - Connect with 2,500 APIs with 8,000+ prebuilt tools, and manage servers for your users, in your own app.
- [sitbon/magg](https://github.com/sitbon/magg) 🍎 🪟 🐧 ☁️ 🏠 🐍 - Magg: A meta-MCP server that acts as a universal hub, allowing LLMs to autonomously discover, install, and orchestrate multiple MCP servers - essentially giving AI assistants the power to extend their own capabilities on-demand.
- [SureScaleAI/openai-gpt-image-mcp](https://github.com/SureScaleAI/openai-gpt-image-mcp) 📇 ☁️ - OpenAI GPT image generation/editing MCP server.
From 589ae4715a5faa03fc252361bcbe40a6fb153391 Mon Sep 17 00:00:00 2001
From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com>
Date: Sun, 3 Aug 2025 18:24:04 -0400
Subject: [PATCH 068/504] Update README.md
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index bfcdc450..f863930f 100644
--- a/README.md
+++ b/README.md
@@ -868,7 +868,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [sascharo/gxtract](https://github.com/sascharo/gxtract) 🐍 ☁️ 🪟 🐧 🍎 - GXtract is a MCP server designed to integrate with VS Code and other compatible editors (documentation: [sascharo.github.io/gxtract](https://sascharo.github.io/gxtract)). It provides a suite of tools for interacting with the GroundX platform, enabling you to leverage its powerful document understanding capabilities directly within your development environment.
- [scrapeless-ai/scrapeless-mcp-server](https://github.com/scrapeless-ai/scrapeless-mcp-server) 🐍 ☁️ - The Scrapeless Model Context Protocol service acts as an MCP server connector to the Google SERP API, enabling web search within the MCP ecosystem without leaving it.
- [SecretiveShell/MCP-searxng](https://github.com/SecretiveShell/MCP-searxng) 🐍 🏠 - An MCP Server to connect to searXNG instances
-- [shopsavvy/shopsavvy-mcp-server](https://github.com/shopsavvy/shopsavvy-mcp-server) 🎖️ 📇 ☁️ - Complete product and pricing data solution for AI assistants. Search for products by barcode/ASIN/URL, access detailed product metadata, access comprehensive pricing data from thousands of retailers, view and track price history, and more. Published as `@shopsavvy/mcp-server`.
+- [shopsavvy/shopsavvy-mcp-server](https://github.com/shopsavvy/shopsavvy-mcp-server) 🎖️ 📇 ☁️ - Complete product and pricing data solution for AI assistants. Search for products by barcode/ASIN/URL, access detailed product metadata, access comprehensive pricing data from thousands of retailers, view and track price history, and more.
- [takashiishida/arxiv-latex-mcp](https://github.com/takashiishida/arxiv-latex-mcp) 🐍 ☁️ - Get the LaTeX source of arXiv papers to handle mathematical content and equations
- [the0807/GeekNews-MCP-Server](https://github.com/the0807/GeekNews-MCP-Server) 🐍 ☁️ - An MCP Server that retrieves and processes news data from the GeekNews site.
- [tianqitang1/enrichr-mcp-server](https://github.com/tianqitang1/enrichr-mcp-server) 📇 ☁️ - A MCP server that provides gene set enrichment analysis using the Enrichr API
From a5e5211e808097a2af3f458d3e690f4924cfbb05 Mon Sep 17 00:00:00 2001
From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com>
Date: Sun, 3 Aug 2025 18:25:10 -0400
Subject: [PATCH 069/504] Update README.md
---
README.md | 3 +--
1 file changed, 1 insertion(+), 2 deletions(-)
diff --git a/README.md b/README.md
index 3ec0f1fe..9f89035b 100644
--- a/README.md
+++ b/README.md
@@ -336,8 +336,7 @@ Secure database access with schema inspection capabilities. Enables querying and
- [alexanderzuev/supabase-mcp-server](https://github.com/alexander-zuev/supabase-mcp-server) - Supabase MCP Server with support for SQL query execution and database exploration tools
- [aliyun/alibabacloud-tablestore-mcp-server](https://github.com/aliyun/alibabacloud-tablestore-mcp-server) ☕ 🐍 ☁️ - MCP service for Tablestore, features include adding documents, semantic search for documents based on vectors and scalars, RAG-friendly, and serverless.
- [benborla29/mcp-server-mysql](https://github.com/benborla/mcp-server-mysql) ☁️ 🏠 - MySQL database integration in NodeJS with configurable access controls and schema inspection
-- [bram2w/baserow](https://github.com/bram2w/baserow) - Baserow database integration with table search, list, and row create, read, update, and delete capabilities. The server is directly embedded in the open source tool (https://baserow.io/user-docs/mcp-server).
-- [bytebase/dbhub](https://github.com/bytebase/dbhub) 📇 🏠 – Universal database MCP server supporting mainstream databases.
+- [bram2w/baserow](https://github.com/bram2w/baserow) - Baserow database integration with table search, list, and row create, read, update, and delete capabilities.
- [c4pt0r/mcp-server-tidb](https://github.com/c4pt0r/mcp-server-tidb) 🐍 ☁️ - TiDB database integration with schema inspection and query capabilities
- [Canner/wren-engine](https://github.com/Canner/wren-engine) 🐍 🦀 🏠 - The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents
- [centralmind/gateway](https://github.com/centralmind/gateway) 🏎️ 🏠 🍎 🪟 - MCP and MCP SSE Server that automatically generate API based on database schema and data. Supports PostgreSQL, Clickhouse, MySQL, Snowflake, BigQuery, Supabase
From b9221219306903063b5cb4725d5688001c0b1355 Mon Sep 17 00:00:00 2001
From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com>
Date: Sun, 3 Aug 2025 18:26:12 -0400
Subject: [PATCH 070/504] Update README.md
---
README.md | 3 ---
1 file changed, 3 deletions(-)
diff --git a/README.md b/README.md
index 1c1f35fd..024bbbd3 100644
--- a/README.md
+++ b/README.md
@@ -601,9 +601,6 @@ Provides direct access to local file systems with configurable permissions. Enab
### 💰 Finance & Fintech
- [Regenerating-World/pix-mcp](https://github.com/Regenerating-World/pix-mcp) 📇 ☁️ - Generate Pix QR codes and copy-paste strings with fallback across multiple providers (Efí, Cielo, etc.) for Brazilian instant payments.
-
-Financial data access and analysis tools. Enables AI models to work with market data, trading platforms, and financial information.
-
- [aaronjmars/web3-research-mcp](https://github.com/aaronjmars/web3-research-mcp) 📇 ☁️ - Deep Research for crypto - free & fully local
- [ahnlabio/bicscan-mcp](https://github.com/ahnlabio/bicscan-mcp) 🎖️ 🐍 ☁️ - Risk score / asset holdings of EVM blockchain address (EOA, CA, ENS) and even domain names.
- [getAlby/mcp](https://github.com/getAlby/mcp) 🎖️ 📇 ☁️ 🏠 - Connect any bitcoin lightning wallet to your agent to send and receive instant payments globally.
From 7358ab4c4293c8054d2feb33d8fd35bab64c7ddc Mon Sep 17 00:00:00 2001
From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com>
Date: Sun, 3 Aug 2025 18:26:48 -0400
Subject: [PATCH 071/504] Update README.md
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 3e90c3bf..0bb901dc 100644
--- a/README.md
+++ b/README.md
@@ -922,7 +922,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [slouchd/cyberchef-api-mcp-server](https://github.com/slouchd/cyberchef-api-mcp-server) 🐍 ☁️ - MCP server for interacting with the CyberChef server API which will allow an MCP client to utilise the CyberChef operations.
- [StacklokLabs/osv-mcp](https://github.com/StacklokLabs/osv-mcp) 🏎️ ☁️ - Access the OSV (Open Source Vulnerabilities) database for vulnerability information. Query vulnerabilities by package version or commit, batch query multiple packages, and get detailed vulnerability information by ID.
- [vespo92/OPNSenseMCP](https://github.com/vespo92/OPNSenseMCP) 📇 🏠 - MCP Server for managing & interacting with Open Source NGFW OPNSense via Natural Language
-- [adeptus-innovatio/solvitor-mcp](https://github.com/Adeptus-Innovatio/solvitor-mcp) 🦀🏠 - Solvitor MCP server provides tools to access reverse engineering tools that help developers extract IDL files from closed-source Solana smart contracts and decompile them.
+- [adeptus-innovatio/solvitor-mcp](https://github.com/Adeptus-Innovatio/solvitor-mcp) 🦀 🏠 - Solvitor MCP server provides tools to access reverse engineering tools that help developers extract IDL files from closed-source Solana smart contracts and decompile them.
- [zinja-coder/apktool-mcp-server](https://github.com/zinja-coder/apktool-mcp-server) 🐍 🏠 - APKTool MCP Server is a MCP server for the Apk Tool to provide automation in reverse engineering of Android APKs.
- [zinja-coder/jadx-ai-mcp](https://github.com/zinja-coder/jadx-ai-mcp) ☕ 🏠 - JADX-AI-MCP is a plugin and MCP Server for the JADX decompiler that integrates directly with Model Context Protocol (MCP) to provide live reverse engineering support with LLMs like Claude.
From fd5566cacdc582fd19b57d3be3eb5a8e14e577fd Mon Sep 17 00:00:00 2001
From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com>
Date: Sun, 3 Aug 2025 16:27:32 -0600
Subject: [PATCH 072/504] Update README.md
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index b4b79dd7..ce1f6df4 100644
--- a/README.md
+++ b/README.md
@@ -886,7 +886,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
### 🔒 Security
-- [mariocandela/beelzebub](https://github.com/mariocandela/beelzebub) 🍯☁️ - Beelzebub is a honeypot framework that lets you build honeypot tools using MCP. Its purpose is to detect prompt injection or malicious agent behavior. The underlying idea is to provide the agent with tools it would never use in its normal work.
+- [mariocandela/beelzebub](https://github.com/mariocandela/beelzebub) ☁️ - Beelzebub is a honeypot framework that lets you build honeypot tools using MCP. Its purpose is to detect prompt injection or malicious agent behavior. The underlying idea is to provide the agent with tools it would never use in its normal work.
- [13bm/GhidraMCP](https://github.com/13bm/GhidraMCP) 🐍 ☕ 🏠 - MCP server for integrating Ghidra with AI assistants. This plugin enables binary analysis, providing tools for function inspection, decompilation, memory exploration, and import/export analysis via the Model Context Protocol.
- [AIM-Intelligence/AIM-Guard-MCP](https://github.com/AIM-Intelligence/AIM-MCP) 📇 🏠 🍎 🪟 🐧 - Security-focused MCP server that provides safety guidelines and content analysis for AI agents.
- [atomicchonk/roadrecon_mcp_server](https://github.com/atomicchonk/roadrecon_mcp_server) 🐍 🪟 🏠 MCP server for analyzing ROADrecon gather results from Azure tenant enumeration
From 9b8cc50d463a5c9d193ad28f2d37a630ee718329 Mon Sep 17 00:00:00 2001
From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com>
Date: Sun, 3 Aug 2025 16:28:57 -0600
Subject: [PATCH 073/504] Update README.md
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index c7b1c49a..4dc14ab9 100644
--- a/README.md
+++ b/README.md
@@ -498,7 +498,7 @@ Tools and integrations that enhance the development workflow and environment man
- [narumiruna/gitingest-mcp](https://github.com/narumiruna/gitingest-mcp) 🐍 🏠 - A MCP server that uses [gitingest](https://github.com/cyclotruc/gitingest) to convert any Git repository into a simple text digest of its codebase.
- [neilberkman/editorconfig_mcp](https://github.com/neilberkman/editorconfig_mcp) 📇 🏠 - Formats files using `.editorconfig` rules, acting as a proactive formatting gatekeeper to ensure AI-generated code adheres to project-specific formatting standards from the start.
- [OctoMind-dev/octomind-mcp](https://github.com/OctoMind-dev/octomind-mcp) 📇 ☁️ - lets your preferred AI agent create & run fully managed [Octomind](https://www.octomind.dev/) end-to-end tests from your codebase or other data sources like Jira, Slack or TestRail.
-- [OpenZeppelin/contracts-wizard](https://github.com/OpenZeppelin/contracts-wizard/tree/master/packages/mcp) - A Model Context Protocol (MCP) server that allows AI agents to generate secure smart contracts in multiples languages based on [OpenZeppelin Wizard templates](https://wizard.openzeppelin.com/), remote version can be used at [mcp.openzeppelin.com](https://mcp.openzeppelin.com).
+- [OpenZeppelin/contracts-wizard](https://github.com/OpenZeppelin/contracts-wizard/tree/master/packages/mcp) - A Model Context Protocol (MCP) server that allows AI agents to generate secure smart contracts in multiples languages based on [OpenZeppelin Wizard templates](https://wizard.openzeppelin.com/).
- [bgauryy/octocode-mcp](https://github.com/bgauryy/octocode-mcp) ☁️ 📇 🍎 🪟 🐧 - AI-powered developer assistant that enables advanced research, analysis and discovery across GitHub and NPM realms in realtime.
- [opslevel/opslevel-mcp](https://github.com/opslevel/opslevel-mcp) 🎖️ 🏎️ ☁️ 🪟 🍎 🐧 - Official MCP Server for [OpsLevel](https://www.opslevel.com)
- [picahq/mcp](https://github.com/picahq/mcp) 🎖️ 🦀 📇 ☁️ - One MCP for all your integrations — powered by [Pica](https://www.picaos.com), the infrastructure for intelligent, collaborative agents.
From 0f79e12dc4d130bc3190028bd1b2c358afd504fb Mon Sep 17 00:00:00 2001
From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com>
Date: Sun, 3 Aug 2025 18:30:04 -0400
Subject: [PATCH 074/504] Update README.md
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 655ae4c2..799434ed 100644
--- a/README.md
+++ b/README.md
@@ -681,7 +681,7 @@ Financial data access and analysis tools. Enables AI models to work with market
- [SaintDoresh/Crypto-Trader-MCP-ClaudeDesktop](https://github.com/SaintDoresh/Crypto-Trader-MCP-ClaudeDesktop.git) 🐍 ☁️ - An MCP tool that provides cryptocurrency market data using the CoinGecko API.
- [SaintDoresh/YFinance-Trader-MCP-ClaudeDesktop](https://github.com/SaintDoresh/YFinance-Trader-MCP-ClaudeDesktop.git) 🐍 ☁️ - An MCP tool that provides stock market data and analysis using the Yahoo Finance API.
- [shareseer/shareseer-mcp-server](https://github.com/shareseer/shareseer-mcp-server) 🏎️ ☁️ - MCP to Access SEC filings, financials & insider trading data in real time using [ShareSeer](https://shareseer.com)
-- [tatumio/blockchain-mcp](https://github.com/tatumio/blockchain-mcp) 🚀 ☁️ - MCP server for Blockchain Data. It provides access to Tatum's blockchain API across 130+ networks with tools including RPC Gateway and Blockchain Data insights.[Tatum](https://tatum.io/mcp)
+- [tatumio/blockchain-mcp](https://github.com/tatumio/blockchain-mcp) ☁️ - MCP server for Blockchain Data. It provides access to Tatum's blockchain API across 130+ networks with tools including RPC Gateway and Blockchain Data insights.
- [ThomasMarches/substrate-mcp-rs](https://github.com/ThomasMarches/substrate-mcp-rs) 🦀 🏠 - An MCP server implementation to interact with Substrate-based blockchains. Built with Rust and interfacing the [subxt](https://github.com/paritytech/subxt) crate.
- [tooyipjee/yahoofinance-mcp](https://github.com/tooyipjee/yahoofinance-mcp.git) 📇 ☁️ - TS version of yahoo finance mcp.
- [Trade-Agent/trade-agent-mcp](https://github.com/Trade-Agent/trade-agent-mcp.git) 🎖️ ☁️ - Trade stocks and crypto on common brokerages (Robinhood, E*Trade, Coinbase, Kraken) via Trade Agent's MCP server.
From 209bcec8a485b75a8ba27dab02d8f06526f59110 Mon Sep 17 00:00:00 2001
From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com>
Date: Sun, 3 Aug 2025 18:31:38 -0400
Subject: [PATCH 075/504] Update README.md
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 15ef561f..2ed45b6c 100644
--- a/README.md
+++ b/README.md
@@ -515,7 +515,7 @@ Tools and integrations that enhance the development workflow and environment man
- [sammcj/mcp-package-version](https://github.com/sammcj/mcp-package-version) 📇 🏠 - An MCP Server to help LLMs suggest the latest stable package versions when writing code.
- [sapientpants/sonarqube-mcp-server](https://github.com/sapientpants/sonarqube-mcp-server) 🦀 ☁️ 🏠 - A Model Context Protocol (MCP) server that integrates with SonarQube to provide AI assistants with access to code quality metrics, issues, and quality gate statuses
- [SDGLBL/mcp-claude-code](https://github.com/SDGLBL/mcp-claude-code) 🐍 🏠 - An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project analysis with comprehensive tool support.
-- [sequa-ai/sequa-mcp](https://github.com/sequa-ai/sequa-mcp) 📇 ☁️ 🐧🍎🪟 - Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools know your entire codebase and docs out of the box.
+- [sequa-ai/sequa-mcp](https://github.com/sequa-ai/sequa-mcp) 📇 ☁️ 🐧 🍎 🪟 - Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools know your entire codebase and docs out of the box.
- [snaggle-ai/openapi-mcp-server](https://github.com/snaggle-ai/openapi-mcp-server) 🏎️ 🏠 - Connect any HTTP/REST API server using an Open API spec (v3)
- [spacecode-ai/SpaceBridge-MCP](https://github.com/spacecode-ai/SpaceBridge-MCP) 🐍 🏠 🍎 🐧 - Bring structure and preserve context in vibe coding by automatically tracking issues.
- [stass/lldb-mcp](https://github.com/stass/lldb-mcp) 🐍 🏠 🐧 🍎 - A MCP server for LLDB enabling AI binary and core file analysis, debugging, disassembling.
From 11d91ef35af982adc9480d60c5a3ba3613765092 Mon Sep 17 00:00:00 2001
From: Meng Yan
Date: Mon, 4 Aug 2025 15:46:26 +0800
Subject: [PATCH 076/504] Add scriptflow-mcp server to Developer Tools section
Added yanmxa/scriptflow-mcp to the awesome-mcp-servers index in the Developer Tools section. This MCP server provides script workflow management capabilities, transforming complex AI interactions into persistent, executable scripts with multi-language support.
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 2686efcc..e33dc85b 100644
--- a/README.md
+++ b/README.md
@@ -552,6 +552,7 @@ Tools and integrations that enhance the development workflow and environment man
- [XixianLiang/HarmonyOS-mcp-server](https://github.com/XixianLiang/HarmonyOS-mcp-server) 🐍 🏠 - Control HarmonyOS-next devices with AI through MCP. Support device control and UI automation.
- [xzq.xu/jvm-mcp-server](https://github.com/xzq-xu/jvm-mcp-server) 📇 🏠 - An implementation project of a JVM-based MCP (Model Context Protocol) server.
- [yangkyeongmo@/mcp-server-apache-airflow](https://github.com/yangkyeongmo/mcp-server-apache-airflow) 🐍 🏠 - MCP server that connects to [Apache Airflow](https://airflow.apache.org/) using official client.
+- [yanmxa/scriptflow-mcp](https://github.com/yanmxa/scriptflow-mcp) 📇 🏠 - A script workflow management system that transforms complex, repetitive AI interactions into persistent, executable scripts. Supports multi-language execution (Bash, Python, Node.js, TypeScript) with guaranteed consistency and reduced hallucination risks.
- [yikakia/godoc-mcp-server](https://github.com/yikakia/godoc-mcp-server) 🏎️ ☁️ 🪟 🐧 🍎 - Query Go package information on pkg.go.dev
- [yiwenlu66/PiloTY](https://github.com/yiwenlu66/PiloTY) 🐍 🏠 - AI pilot for PTY operations enabling agents to control interactive terminals with stateful sessions, SSH connections, and background process management
- [YuChenSSR/mindmap-mcp-server](https://github.com/YuChenSSR/mindmap-mcp-server) 🐍 🏠 - A Model Context Protocol (MCP) server for generating a beautiful interactive mindmap.
From 244358799b3c6189c61f6c56e589ced6e11d9df1 Mon Sep 17 00:00:00 2001
From: Aadity Barasiya
Date: Tue, 5 Aug 2025 11:02:33 +0530
Subject: [PATCH 077/504] Add video-edit-mcp server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 2686efcc..20e812c4 100644
--- a/README.md
+++ b/README.md
@@ -827,6 +827,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [stass/exif-mcp](https://github.com/stass/exif-mcp) 📇 🏠 🐧 🍎 🪟 - A MCP server that allows one to examine image metadata like EXIF, XMP, JFIF and GPS. This provides foundation for LLM-powered search and analysis of photo librares and image collections.
- [sunriseapps/imagesorcery-mcp](https://github.com/sunriseapps/imagesorcery-mcp) 🐍 🏠 🐧 🍎 🪟 - ComputerVision-based 🪄 sorcery of image recognition and editing tools for AI assistants.
- [video-creator/ffmpeg-mcp](https://github.com/video-creator/ffmpeg-mcp.git) 🎥 🔊 - Using ffmpeg command line to achieve an mcp server, can be very convenient, through the dialogue to achieve the local video search, tailoring, stitching, playback and other functions
+- [video-edit-mcp](https://github.com/Aditya2755/video-edit-mcp) 🐍 🏠 🍎 🪟 - Comprehensive video and audio editing MCP server with advanced operations including trimming, merging, effects, overlays, format conversion, audio processing, YouTube downloads, and smart memory management for chaining operations without intermediate files
### 🔎 end to end RAG platforms
From 54e1c9766df1fc71ee932615fe47249806356599 Mon Sep 17 00:00:00 2001
From: Andras Eszes
Date: Tue, 5 Aug 2025 08:57:46 +0200
Subject: [PATCH 078/504] Add Bitrise MCP server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 036bab71..e49aabce 100644
--- a/README.md
+++ b/README.md
@@ -449,6 +449,7 @@ Tools and integrations that enhance the development workflow and environment man
- [automation-ai-labs/mcp-link](https://github.com/automation-ai-labs/mcp-link) 🏎️ 🏠 - Seamlessly Integrate Any API with AI Agents (with OpenAPI Schema)
- [axliupore/mcp-code-runner](https://github.com/axliupore/mcp-code-runner) 📇 🏠 - An MCP server for running code locally via Docker and supporting multiple programming languages.
- [azer/react-analyzer-mcp](https://github.com/azer/react-analyzer-mcp) 📇 🏠 - Analyze React code locally, generate docs / llm.txt for whole project at once
+- [bitrise-io/bitrise-mcp](https://github.com/bitrise-io/bitrise-mcp) 🎖️ 🐍 ☁️ 🍎 🪟 🐧 - MCP Server for the [Bitrise](https://bitrise.io) API, enabling app management, build operations, artifact management and more.
- [bucketco/bucket-javascript-sdk#cli](https://github.com/bucketco/bucket-javascript-sdk/tree/main/packages/cli#model-context-protocol) 🎖️ 📇 ☁️ - Flag features directly from chat in your IDE with [Bucket](https://bucket.co).
- [Chunkydotdev/bldbl-mcp](https://github.com/chunkydotdev/bldbl-mcp) 📇 ☁️ 🍎 🪟 🐧 - Official MCP server for Buildable AI-powered development platform [bldbl.dev](https://bldbl.dev). Enables AI assistants to manage tasks, track progress, get project context, and collaborate with humans on software projects.
- [CircleCI/mcp-server-circleci](https://github.com/CircleCI-Public/mcp-server-circleci) 📇 ☁️ Enable AI Agents to fix build failures from CircleCI.
From 4f261960b8cefa14342c596aa55f160bdd03c70c Mon Sep 17 00:00:00 2001
From: puke
Date: Tue, 5 Aug 2025 20:04:21 +0800
Subject: [PATCH 079/504] Add Pixelle MCP to multimedia process section
- Add AIDC-AI/Pixelle-MCP to Multimedia Process category
- Omnimodal AIGC framework supporting Text, Image, Sound, Video generation
- Zero-code ComfyUI workflow to MCP tool conversion
- Chainlit-based web interface for comprehensive user experience
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 2686efcc..15d347da 100644
--- a/README.md
+++ b/README.md
@@ -822,6 +822,7 @@ Access and analyze application monitoring data. Enables AI models to review erro
Provides the ability to handle multimedia, such as audio and video editing, playback, format conversion, also includes video filters, enhancements, and so on
+- [AIDC-AI/Pixelle-MCP](https://github.com/AIDC-AI/Pixelle-MCP) 🐍 📇 🏠 🎥 🔊 🖼️ - An omnimodal AIGC framework that seamlessly converts ComfyUI workflows into MCP tools with zero code, enabling full-modal support for Text, Image, Sound, and Video generation with Chainlit-based web interface.
- [ananddtyagi/gif-creator-mcp](https://github.com/ananddtyagi/gif-creator-mcp/tree/main) 📇 🏠 - A MCP server for creating GIFs from your videos.
- [bogdan01m/zapcap-mcp-server](https://github.com/bogdan01m/zapcap-mcp-server) 🐍 ☁️ - MCP server for ZapCap API providing video caption and B-roll generation via natural language
- [stass/exif-mcp](https://github.com/stass/exif-mcp) 📇 🏠 🐧 🍎 🪟 - A MCP server that allows one to examine image metadata like EXIF, XMP, JFIF and GPS. This provides foundation for LLM-powered search and analysis of photo librares and image collections.
From ce96b1796e99652323b7757d415ca813dce77e54 Mon Sep 17 00:00:00 2001
From: adancurusul <1016867898@qq.com>
Date: Wed, 6 Aug 2025 11:24:27 +0800
Subject: [PATCH 080/504] Add embedded-debugger-mcp and serial-mcp-server
---
README-ja.md | 2 ++
README-ko.md | 2 ++
README-pt_BR.md | 2 ++
README-th.md | 2 ++
README-zh.md | 2 ++
README-zh_TW.md | 2 ++
README.md | 2 ++
7 files changed, 14 insertions(+)
diff --git a/README-ja.md b/README-ja.md
index 8f5f6669..9e28f565 100644
--- a/README-ja.md
+++ b/README-ja.md
@@ -511,6 +511,8 @@ aliyun/alibabacloud-tablestore-mcp-server ☕ 🐍 ☁️ - 阿里云表格存
組み込みデバイスでの作業のためのドキュメントとショートカットへのアクセスを提供します。
+- [adancurusul/embedded-debugger-mcp](https://github.com/adancurusul/embedded-debugger-mcp) 🦀 📟 - probe-rsを使用した組み込みデバッグ用のモデルコンテキストプロトコルサーバー - J-Link、ST-Link等によるARM Cortex-M、RISC-Vデバッグをサポート
+- [adancurusul/serial-mcp-server](https://github.com/adancurusul/serial-mcp-server) 🦀 📟 - シリアルポート通信用の包括的なMCPサーバー
- [stack-chan/stack-chan](https://github.com/stack-chan/stack-chan) 📇 📟 - JavaScriptで動作するM5Stack組み込みｽｰﾊﾟｰｶﾜｲｲロボット。AI制御による対話と感情表現のためのMCPサーバー機能を搭載。
### 🌎 翻訳サービス
diff --git a/README-ko.md b/README-ko.md
index 03386dc4..98bf3771 100644
--- a/README-ko.md
+++ b/README-ko.md
@@ -490,6 +490,8 @@ AI 어시스턴트가 다양한 언어 간에 콘텐츠를 번역할 수 있게
임베디드 장치 작업을 위한 문서 및 바로가기에 대한 액세스를 제공합니다.
+- [adancurusul/embedded-debugger-mcp](https://github.com/adancurusul/embedded-debugger-mcp) 🦀 📟 - probe-rs를 사용한 임베디드 디버깅용 모델 컨텍스트 프로토콜 서버 - J-Link, ST-Link 등을 통한 ARM Cortex-M, RISC-V 디버깅 지원
+- [adancurusul/serial-mcp-server](https://github.com/adancurusul/serial-mcp-server) 🦀 📟 - 시리얼 포트 통신용 포괄적인 MCP 서버
- [stack-chan/stack-chan](https://github.com/stack-chan/stack-chan) 📇 📟 - JavaScript 기반 M5Stack 임베디드 초귀여운 로봇으로, AI 제어 상호작용 및 감정 표현을 위한 MCP 서버 기능을 갖추고 있습니다.
### 🔄 버전 관리
diff --git a/README-pt_BR.md b/README-pt_BR.md
index 11aec313..ba15dc5c 100644
--- a/README-pt_BR.md
+++ b/README-pt_BR.md
@@ -300,6 +300,8 @@ Integrações e ferramentas desenvolvidas para simplificar a exploração de dad
Fornece acesso a documentação e atalhos para trabalhar em dispositivos embarcados.
+- [adancurusul/embedded-debugger-mcp](https://github.com/adancurusul/embedded-debugger-mcp) 🦀 📟 - Um servidor de protocolo de contexto de modelo para depuração embarcada com probe-rs - suporta depuração ARM Cortex-M, RISC-V via J-Link, ST-Link e mais
+- [adancurusul/serial-mcp-server](https://github.com/adancurusul/serial-mcp-server) 🦀 📟 - Um servidor MCP abrangente para comunicação de porta serial
- [horw/esp-mcp](https://github.com/horw/esp-mcp) 📟 - Fluxo de trabalho para corrigir problemas de compilação em chips da série ESP32 usando ESP-IDF.
- [stack-chan/stack-chan](https://github.com/stack-chan/stack-chan) 📇 📟 - Um robô super kawaii embarcado em M5Stack com JavaScript e funcionalidade de servidor MCP para interações e emoções controladas por IA.
diff --git a/README-th.md b/README-th.md
index a0d8e02a..920b2e57 100644
--- a/README-th.md
+++ b/README-th.md
@@ -338,6 +338,8 @@
ให้การเข้าถึงเอกสารและทางลัดสำหรับการทำงานบนอุปกรณ์ฝังตัว
+- [adancurusul/embedded-debugger-mcp](https://github.com/adancurusul/embedded-debugger-mcp) 🦀 📟 - เซิร์ฟเวอร์โปรโตคอลบริบทโมเดลสำหรับการดีบักระบบฝังตัวด้วย probe-rs - รองรับการดีบัก ARM Cortex-M, RISC-V ผ่าน J-Link, ST-Link และอื่นๆ
+- [adancurusul/serial-mcp-server](https://github.com/adancurusul/serial-mcp-server) 🦀 📟 - เซิร์ฟเวอร์ MCP ที่ครอบคลุมสำหรับการสื่อสารพอร์ตอนุกรม
- [horw/esp-mcp](https://github.com/horw/esp-mcp) 📟 - เวิร์กโฟลว์สำหรับการแก้ไขปัญหาการสร้างในชิปซีรีส์ ESP32 โดยใช้ ESP-IDF
- [stack-chan/stack-chan](https://github.com/stack-chan/stack-chan) 📇 📟 - หุ่นยนต์น่ารักที่ขับเคลื่อนด้วย JavaScript บน M5Stack พร้อมฟังก์ชัน MCP server สำหรับการโต้ตอบและอารมณ์ที่ควบคุมด้วย AI
diff --git a/README-zh.md b/README-zh.md
index dd707f9c..d0f3bab9 100644
--- a/README-zh.md
+++ b/README-zh.md
@@ -504,6 +504,8 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
提供嵌入式设备工作文档和快捷方式的访问。
+- [adancurusul/embedded-debugger-mcp](https://github.com/adancurusul/embedded-debugger-mcp) 🦀 📟 - 基于probe-rs的嵌入式调试模型上下文协议服务器 - 支持通过J-Link、ST-Link等进行ARM Cortex-M、RISC-V调试
+- [adancurusul/serial-mcp-server](https://github.com/adancurusul/serial-mcp-server) 🦀 📟 - 全面的串口通信MCP服务器
- [stack-chan/stack-chan](https://github.com/stack-chan/stack-chan) 📇 📟 - JavaScript驱动的M5Stack嵌入式超可爱机器人，具有MCP服务器功能，支持AI控制的交互和情感。
### 🎧 客户支持与服务管理
diff --git a/README-zh_TW.md b/README-zh_TW.md
index 3b9ecde9..9704b6ed 100644
--- a/README-zh_TW.md
+++ b/README-zh_TW.md
@@ -279,6 +279,8 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和
提供對嵌入式設備工作的文檔和快捷方式的訪問。
+- [adancurusul/embedded-debugger-mcp](https://github.com/adancurusul/embedded-debugger-mcp) 🦀 📟 - 基於probe-rs的嵌入式調試模型上下文協議伺服器 - 支援透過J-Link、ST-Link等進行ARM Cortex-M、RISC-V調試
+- [adancurusul/serial-mcp-server](https://github.com/adancurusul/serial-mcp-server) 🦀 📟 - 全面的串口通信MCP伺服器
- [stack-chan/stack-chan](https://github.com/stack-chan/stack-chan) 📇 📟 - JavaScript 驅動的 M5Stack 嵌入式超可愛機器人，具有 MCP 伺服器功能，支援 AI 控制的交互和情感。
### 📂 文件系統
diff --git a/README.md b/README.md
index 2686efcc..8d9a31c6 100644
--- a/README.md
+++ b/README.md
@@ -590,6 +590,8 @@ Integrations and tools designed to simplify data exploration, analysis and enhan
Provides access to documentation and shortcuts for working on embedded devices.
+- [adancurusul/embedded-debugger-mcp](https://github.com/adancurusul/embedded-debugger-mcp) 🦀 📟 - A Model Context Protocol server for embedded debugging with probe-rs - supports ARM Cortex-M, RISC-V debugging via J-Link, ST-Link, and more
+- [adancurusul/serial-mcp-server](https://github.com/adancurusul/serial-mcp-server) 🦀 📟 - A comprehensive MCP server for serial port communication
- [horw/esp-mcp](https://github.com/horw/esp-mcp) 📟 - Workflow for fixing build issues in ESP32 series chips using ESP-IDF.
- [kukapay/modbus-mcp](https://github.com/kukapay/modbus-mcp) 🐍 📟 - An MCP server that standardizes and contextualizes industrial Modbus data.
- [kukapay/opcua-mcp](https://github.com/kukapay/opcua-mcp) 🐍 📟 - An MCP server that connects to OPC UA-enabled industrial systems.
From d7bb373a1fb5d962db53aa2dbb4e94eb17627f3e Mon Sep 17 00:00:00 2001
From: Ronmi Ren
Date: Wed, 6 Aug 2025 23:06:49 +0800
Subject: [PATCH 081/504] Add new forgejo-mcp server.
---
README-zh_TW.md | 1 +
README.md | 1 +
2 files changed, 2 insertions(+)
diff --git a/README-zh_TW.md b/README-zh_TW.md
index 3b9ecde9..d1bf9ded 100644
--- a/README-zh_TW.md
+++ b/README-zh_TW.md
@@ -427,6 +427,7 @@ AI助手可以通過翻譯工具和服務在不同語言之間翻譯內容。
- [@modelcontextprotocol/server-git](https://github.com/modelcontextprotocol/servers/tree/main/src/git) 🐍 🏠 - 直接的Git倉庫操作，包括讀取、搜尋和分析本地倉庫
- [adhikasp/mcp-git-ingest](https://github.com/adhikasp/mcp-git-ingest) 🐍 🏠 - 使用 LLM 閱讀和分析 GitHub 儲存庫
- [kopfrechner/gitlab-mr-mcp](https://github.com/kopfrechner/gitlab-mr-mcp) 📇 ☁️ - 與 GitLab 項目問題和合併請求無縫互動。
+- [raohwork/forgejo-mcp](https://github.com/raohwork/forgejo-mcp) 🏎️ ☁️ - 讓 AI 協助你管理 Forgejo/Gitea 伺服器上的倉庫。
- [Tiberriver256/mcp-server-azure-devops](https://github.com/Tiberriver256/mcp-server-azure-devops) 📇 ☁️ - Azure DevOps 集成，用於管理儲存庫、工作項目和管道。
### 🛠️ 其他工具和集成
diff --git a/README.md b/README.md
index 2686efcc..cf2aec90 100644
--- a/README.md
+++ b/README.md
@@ -1030,6 +1030,7 @@ Interact with Git repositories and version control platforms. Enables repository
- [modelcontextprotocol/server-git](https://github.com/modelcontextprotocol/servers/tree/main/src/git) 🐍 🏠 - Direct Git repository operations including reading, searching, and analyzing local repositories
- [modelcontextprotocol/server-gitlab](https://github.com/modelcontextprotocol/servers/tree/main/src/gitlab) 📇 ☁️ 🏠 - GitLab platform integration for project management and CI/CD operations
- [QuentinCody/github-graphql-mcp-server](https://github.com/QuentinCody/github-graphql-mcp-server) 🐍 ☁️ - Unofficial GitHub MCP server that provides access to GitHub's GraphQL API, enabling more powerful and flexible queries for repository data, issues, pull requests, and other GitHub resources.
+- [raohwork/forgejo-mcp](https://github.com/raohwork/forgejo-mcp) 🏎️ ☁️ - An MCP server for managing your repositories on Forgejo/Gitea server.
- [Tiberriver256/mcp-server-azure-devops](https://github.com/Tiberriver256/mcp-server-azure-devops) 📇 ☁️ - Azure DevOps integration for repository management, work items, and pipelines.
### 🏢 Workplace & Productivity
From 29c37ba2ae2c1e56753348cb2a39eba4b7c3ab0f Mon Sep 17 00:00:00 2001
From: srijan <10983745+srijanshukla18@users.noreply.github.com>
Date: Thu, 7 Aug 2025 00:51:15 +0530
Subject: [PATCH 082/504] Add XRAY MCP
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 2686efcc..43366ed0 100644
--- a/README.md
+++ b/README.md
@@ -550,6 +550,7 @@ Tools and integrations that enhance the development workflow and environment man
- [Wooonster/hocr_mcp_server](https://github.com/Wooonster/hocr_mcp_server) 🐍 🏠 – A fastAPI-based FastMCP server with a Vue frontend that sends uploaded images to VLM via the MCP to quickly extract handwritten mathematical formulas as clean LaTeX code.
- [xcodebuild](https://github.com/ShenghaiWang/xcodebuild) 🍎 Build iOS Xcode workspace/project and feed back errors to llm.
- [XixianLiang/HarmonyOS-mcp-server](https://github.com/XixianLiang/HarmonyOS-mcp-server) 🐍 🏠 - Control HarmonyOS-next devices with AI through MCP. Support device control and UI automation.
+- [srijanshukla18/xray](https://github.com/srijanshukla18/xray) 🐍 🏠 - Progressive code-intelligence MCP server: map project structure, fuzzy-find symbols, and assess change-impact across Python, JS/TS, and Go (powered by `ast-grep`).
- [xzq.xu/jvm-mcp-server](https://github.com/xzq-xu/jvm-mcp-server) 📇 🏠 - An implementation project of a JVM-based MCP (Model Context Protocol) server.
- [yangkyeongmo@/mcp-server-apache-airflow](https://github.com/yangkyeongmo/mcp-server-apache-airflow) 🐍 🏠 - MCP server that connects to [Apache Airflow](https://airflow.apache.org/) using official client.
- [yikakia/godoc-mcp-server](https://github.com/yikakia/godoc-mcp-server) 🏎️ ☁️ 🪟 🐧 🍎 - Query Go package information on pkg.go.dev
From ea9c9d6e08688601c0527bb313df96360cd8da6a Mon Sep 17 00:00:00 2001
From: kukapay
Date: Thu, 7 Aug 2025 15:46:47 +0800
Subject: [PATCH 083/504] Add crypto-stocks-mcp
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 2686efcc..4195a721 100644
--- a/README.md
+++ b/README.md
@@ -660,6 +660,7 @@ Provides direct access to local file systems with configurable permissions. Enab
- [kukapay/crypto-projects-mcp](https://github.com/kukapay/crypto-projects-mcp) 🐍 ☁️ - Providing cryptocurrency project data from Mobula.io to AI agents.
- [kukapay/crypto-rss-mcp](https://github.com/kukapay/crypto-rss-mcp) 🐍 ☁️ - An MCP server that aggregates real-time cryptocurrency news from multiple RSS feeds.
- [kukapay/crypto-sentiment-mcp](https://github.com/kukapay/crypto-sentiment-mcp) 🐍 ☁️ - An MCP server that delivers cryptocurrency sentiment analysis to AI agents.
+- [kukapay/crypto-stocks-mcp](https://github.com/kukapay/crypto-stocks-mcp) 🐍 ☁️ - An MCP server that tracks real-time data for major crypto-related stocks.
- [kukapay/crypto-trending-mcp](https://github.com/kukapay/crypto-trending-mcp) 🐍 ☁️ - Tracking the latest trending tokens on CoinGecko.
- [kukapay/crypto-whitepapers-mcp](https://github.com/kukapay/crypto-whitepapers-mcp) 🐍 ☁️ - Serving as a structured knowledge base of crypto whitepapers.
- [kukapay/cryptopanic-mcp-server](https://github.com/kukapay/cryptopanic-mcp-server) 🐍 ☁️ - Providing latest cryptocurrency news to AI agents, powered by CryptoPanic.
From cc6cd4d5cf04f05e75403ea64b6bfbd76b9a27e5 Mon Sep 17 00:00:00 2001
From: augmnt
Date: Thu, 7 Aug 2025 19:07:54 +0200
Subject: [PATCH 084/504] Add Augments MCP server to Developer Tools section
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 2686efcc..8caff78f 100644
--- a/README.md
+++ b/README.md
@@ -453,6 +453,7 @@ Tools and integrations that enhance the development workflow and environment man
- [api7/apisix-mcp](https://github.com/api7/apisix-mcp) 🎖️ 📇 🏠 MCP Server that support for querying and managing all resource in [Apache APISIX](https://github.com/apache/apisix).
- [ArchAI-Labs/fastmcp-sonarqube-metrics](https://github.com/ArchAI-Labs/fastmcp-sonarqube-metrics) 🐍 🏠 🪟 🐧 🍎 - A Model Context Protocol (MCP) server that provides a set of tools for retrieving information about SonarQube projects like metrics (actual and historical), issues, health status.
- [artmann/package-registry-mcp](https://github.com/artmann/package-registry-mcp) 🏠 📇 🍎 🪟 🐧 - MCP server for searching and getting up-to-date information about NPM, Cargo, PyPi, and NuGet packages.
+- [augmnt/augments-mcp-server](https://github.com/augmnt/augments-mcp-server) 📇 ☁️ 🏠 - Transform Claude Code with intelligent, real-time access to 90+ framework documentation sources. Get accurate, up-to-date code generation that follows current best practices for React, Next.js, Laravel, FastAPI, Tailwind CSS, and more.
- [automation-ai-labs/mcp-link](https://github.com/automation-ai-labs/mcp-link) 🏎️ 🏠 - Seamlessly Integrate Any API with AI Agents (with OpenAPI Schema)
- [axliupore/mcp-code-runner](https://github.com/axliupore/mcp-code-runner) 📇 🏠 - An MCP server for running code locally via Docker and supporting multiple programming languages.
- [azer/react-analyzer-mcp](https://github.com/azer/react-analyzer-mcp) 📇 🏠 - Analyze React code locally, generate docs / llm.txt for whole project at once
From 3d98d5d356f3e8a69c523d9c3bf12ce755c5dc4f Mon Sep 17 00:00:00 2001
From: Yura Ilyaev
Date: Fri, 8 Aug 2025 15:03:18 -0700
Subject: [PATCH 085/504] Add new developer tool
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 8caff78f..dfadf87c 100644
--- a/README.md
+++ b/README.md
@@ -521,6 +521,7 @@ Tools and integrations that enhance the development workflow and environment man
- [opslevel/opslevel-mcp](https://github.com/opslevel/opslevel-mcp) 🎖️ 🏎️ ☁️ 🪟 🍎 🐧 - Official MCP Server for [OpsLevel](https://www.opslevel.com)
- [picahq/mcp](https://github.com/picahq/mcp) 🎖️ 🦀 📇 ☁️ - One MCP for all your integrations — powered by [Pica](https://www.picaos.com), the infrastructure for intelligent, collaborative agents.
- [posthog/mcp](https://github.com/posthog/mcp) 🎖️ 📇 ☁️ - An MCP server for interacting with PostHog analytics, feature flags, error tracking and more.
+- [ilyaev/mcp-chat-ui](https://github.com/ilyaev/mcp-chat-ui) 📇 - Boilerplate and sandbox for building MCP servers and easily testing their capabilities by chatting with them.
- [Pratyay/mac-monitor-mcp](https://github.com/Pratyay/mac-monitor-mcp) 🐍 🏠 🍎 - Identifies resource-intensive processes on macOS and provides performance improvement suggestions.
- [pskill9/website-downloader](https://github.com/pskill9/website-downloader) 🗄️ 🚀 - This MCP server provides a tool to download entire websites using wget. It preserves the website structure and converts links to work locally.
- [qainsights/jmeter-mcp-server](https://github.com/QAInsights/jmeter-mcp-server) 🐍 🏠 - JMeter MCP Server for performance testing
From bfd31a960e2d463cf5eef6448403f95ff17d2202 Mon Sep 17 00:00:00 2001
From: henil
Date: Fri, 8 Aug 2025 18:30:54 -0400
Subject: [PATCH 086/504] Add google-sheets-mcp to Databases section
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 8caff78f..706b327e 100644
--- a/README.md
+++ b/README.md
@@ -373,6 +373,7 @@ Secure database access with schema inspection capabilities. Enables querying and
- [googleapis/genai-toolbox](https://github.com/googleapis/genai-toolbox) 🏎️ ☁️ - Open source MCP server specializing in easy, fast, and secure tools for Databases.
- [GreptimeTeam/greptimedb-mcp-server](https://github.com/GreptimeTeam/greptimedb-mcp-server) 🐍 🏠 - MCP Server for querying GreptimeDB.
- [hannesrudolph/sqlite-explorer-fastmcp-mcp-server](https://github.com/hannesrudolph/sqlite-explorer-fastmcp-mcp-server) 🐍 🏠 - An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to explore and query SQLite databases with built-in safety features and query validation.
+- [henilcalagiya/google-sheets-mcp](https://github.com/henilcalagiya/google-sheets-mcp) 🐍 ☁️ - Your AI Assistant's Gateway to Google Sheets! 25 powerful tools for seamless Google Sheets automation via MCP.
- [hydrolix/mcp-hydrolix](https://github.com/hydrolix/mcp-hydrolix) 🎖️ 🐍 ☁️ - Hydrolix time-series datalake integration providing schema exploration and query capabilities to LLM-based workflows.
- [idoru/influxdb-mcp-server](https://github.com/idoru/influxdb-mcp-server) 📇 ☁️ 🏠 - Run queries against InfluxDB OSS API v2.
- [InfluxData/influxdb3_mcp_server](https://github.com/influxdata/influxdb3_mcp_server) 🎖️ 📇 🏠 ☁️ - Official MCP server for InfluxDB 3 Core/Enterprise/Cloud Dedicated
From 498f05553431f040176d426b85fe8d4e69ab74a3 Mon Sep 17 00:00:00 2001
From: henil
Date: Fri, 8 Aug 2025 18:32:39 -0400
Subject: [PATCH 087/504] Update google-sheets-mcp entry: local scope and new
description
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 706b327e..749f4aac 100644
--- a/README.md
+++ b/README.md
@@ -373,7 +373,7 @@ Secure database access with schema inspection capabilities. Enables querying and
- [googleapis/genai-toolbox](https://github.com/googleapis/genai-toolbox) 🏎️ ☁️ - Open source MCP server specializing in easy, fast, and secure tools for Databases.
- [GreptimeTeam/greptimedb-mcp-server](https://github.com/GreptimeTeam/greptimedb-mcp-server) 🐍 🏠 - MCP Server for querying GreptimeDB.
- [hannesrudolph/sqlite-explorer-fastmcp-mcp-server](https://github.com/hannesrudolph/sqlite-explorer-fastmcp-mcp-server) 🐍 🏠 - An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to explore and query SQLite databases with built-in safety features and query validation.
-- [henilcalagiya/google-sheets-mcp](https://github.com/henilcalagiya/google-sheets-mcp) 🐍 ☁️ - Your AI Assistant's Gateway to Google Sheets! 25 powerful tools for seamless Google Sheets automation via MCP.
+- [henilcalagiya/google-sheets-mcp](https://github.com/henilcalagiya/google-sheets-mcp) 🐍 🏠 - Your AI Assistant's Gateway to Google Sheets! 25 powerful tools for seamless Google Sheets automation via MCP.
- [hydrolix/mcp-hydrolix](https://github.com/hydrolix/mcp-hydrolix) 🎖️ 🐍 ☁️ - Hydrolix time-series datalake integration providing schema exploration and query capabilities to LLM-based workflows.
- [idoru/influxdb-mcp-server](https://github.com/idoru/influxdb-mcp-server) 📇 ☁️ 🏠 - Run queries against InfluxDB OSS API v2.
- [InfluxData/influxdb3_mcp_server](https://github.com/influxdata/influxdb3_mcp_server) 🎖️ 📇 🏠 ☁️ - Official MCP server for InfluxDB 3 Core/Enterprise/Cloud Dedicated
From d2b8434ed85cf3a9acf7b4ccb59c668ff8f6518c Mon Sep 17 00:00:00 2001
From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com>
Date: Fri, 8 Aug 2025 19:23:46 -0400
Subject: [PATCH 088/504] Revert "Add new developer tool"
---
README.md | 1 -
1 file changed, 1 deletion(-)
diff --git a/README.md b/README.md
index 35bca06b..749f4aac 100644
--- a/README.md
+++ b/README.md
@@ -522,7 +522,6 @@ Tools and integrations that enhance the development workflow and environment man
- [opslevel/opslevel-mcp](https://github.com/opslevel/opslevel-mcp) 🎖️ 🏎️ ☁️ 🪟 🍎 🐧 - Official MCP Server for [OpsLevel](https://www.opslevel.com)
- [picahq/mcp](https://github.com/picahq/mcp) 🎖️ 🦀 📇 ☁️ - One MCP for all your integrations — powered by [Pica](https://www.picaos.com), the infrastructure for intelligent, collaborative agents.
- [posthog/mcp](https://github.com/posthog/mcp) 🎖️ 📇 ☁️ - An MCP server for interacting with PostHog analytics, feature flags, error tracking and more.
-- [ilyaev/mcp-chat-ui](https://github.com/ilyaev/mcp-chat-ui) 📇 - Boilerplate and sandbox for building MCP servers and easily testing their capabilities by chatting with them.
- [Pratyay/mac-monitor-mcp](https://github.com/Pratyay/mac-monitor-mcp) 🐍 🏠 🍎 - Identifies resource-intensive processes on macOS and provides performance improvement suggestions.
- [pskill9/website-downloader](https://github.com/pskill9/website-downloader) 🗄️ 🚀 - This MCP server provides a tool to download entire websites using wget. It preserves the website structure and converts links to work locally.
- [qainsights/jmeter-mcp-server](https://github.com/QAInsights/jmeter-mcp-server) 🐍 🏠 - JMeter MCP Server for performance testing
From 29c20f26142b99af771295610f8b333982f88710 Mon Sep 17 00:00:00 2001
From: Oscar Saharoy
Date: Sun, 10 Aug 2025 11:58:34 +0100
Subject: [PATCH 089/504] Add boikot MCP server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 749f4aac..e8e441ca 100644
--- a/README.md
+++ b/README.md
@@ -908,6 +908,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [imprvhub/mcp-domain-availability](https://github.com/imprvhub/mcp-domain-availability) 🐍 ☁️ - A Model Context Protocol (MCP) server that enables Claude Desktop to check domain availability across 50+ TLDs. Features DNS/WHOIS verification, bulk checking, and smart suggestions. Zero-clone installation via uvx.
- [imprvhub/mcp-claude-hackernews](https://github.com/imprvhub/mcp-claude-hackernews) 📇 🏠 ☁️ - An integration that allows Claude Desktop to interact with Hacker News using the Model Context Protocol (MCP).
- [imprvhub/mcp-rss-aggregator](https://github.com/imprvhub/mcp-rss-aggregator) 📇 ☁️ 🏠 - Model Context Protocol Server for aggregating RSS feeds in Claude Desktop.
+- [boikot-xyz/boikot](https://github.com/boikot-xyz/boikot) 🦀☁️ - Model Context Protocol Server for looking up company ethics information. Learn about the ethical and unethical actions of major companies.
### 🔒 Security
From 489962c86ec2a21241d6e6ec1c37976e0d994b18 Mon Sep 17 00:00:00 2001
From: Zheng Robert Jia
Date: Sun, 10 Aug 2025 07:59:09 -0500
Subject: [PATCH 090/504] Update MCPDiscovery MCP server with updated github
repo and description.
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 749f4aac..922cceed 100644
--- a/README.md
+++ b/README.md
@@ -122,7 +122,7 @@ Servers for accessing many apps and tools through a single MCP server.
- [julien040/anyquery](https://github.com/julien040/anyquery) 🏎️ 🏠 ☁️ - Query more than 40 apps with one binary using SQL. It can also connect to your PostgreSQL, MySQL, or SQLite compatible database. Local-first and private by design.
- [metatool-ai/metatool-app](https://github.com/metatool-ai/metatool-app) 📇 ☁️ 🏠 🍎 🪟 🐧 - MetaMCP is the one unified middleware MCP server that manages your MCP connections with GUI.
- [mindsdb/mindsdb](https://github.com/mindsdb/mindsdb) - Connect and unify data across various platforms and databases with [MindsDB as a single MCP server](https://docs.mindsdb.com/mcp/overview).
-- [particlefuture/MCPDiscovery](https://github.com/particlefuture/MCPDiscovery) - MCP of MCPs. A central hub for MCP servers. Helps you discover available MCP servers and learn how to install and use them.
+- [particlefuture/MCPDiscovery](https://github.com/particlefuture/1mcpserver) 🐍 ☁️ 🏠 🍎 🪟 - MCP of MCPs. Automatic discovery and configure MCP servers on your local machine.
- [PipedreamHQ/pipedream](https://github.com/PipedreamHQ/pipedream/tree/master/modelcontextprotocol) ☁️ 🏠 - Connect with 2,500 APIs with 8,000+ prebuilt tools, and manage servers for your users, in your own app.
- [sitbon/magg](https://github.com/sitbon/magg) 🍎 🪟 🐧 ☁️ 🏠 🐍 - Magg: A meta-MCP server that acts as a universal hub, allowing LLMs to autonomously discover, install, and orchestrate multiple MCP servers - essentially giving AI assistants the power to extend their own capabilities on-demand.
- [SureScaleAI/openai-gpt-image-mcp](https://github.com/SureScaleAI/openai-gpt-image-mcp) 📇 ☁️ - OpenAI GPT image generation/editing MCP server.
From fd2de730ef01de5f86d881bf98adc56d97302eea Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Mariusz=20W=C3=B3jcik?=
Date: Sun, 10 Aug 2025 19:28:01 +0200
Subject: [PATCH 091/504] Update README.md
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 749f4aac..a7039e56 100644
--- a/README.md
+++ b/README.md
@@ -536,6 +536,7 @@ Tools and integrations that enhance the development workflow and environment man
- [sapientpants/sonarqube-mcp-server](https://github.com/sapientpants/sonarqube-mcp-server) 🦀 ☁️ 🏠 - A Model Context Protocol (MCP) server that integrates with SonarQube to provide AI assistants with access to code quality metrics, issues, and quality gate statuses
- [SDGLBL/mcp-claude-code](https://github.com/SDGLBL/mcp-claude-code) 🐍 🏠 - An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project analysis with comprehensive tool support.
- [sequa-ai/sequa-mcp](https://github.com/sequa-ai/sequa-mcp) 📇 ☁️ 🐧 🍎 🪟 - Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools know your entire codebase and docs out of the box.
+- [simplypixi/bugbug-mcp-server](https://github.com/simplypixi/bugbug-mcp-server) ☁️ - MCP for BugBug API, to manage test and suites on BugBug
- [snaggle-ai/openapi-mcp-server](https://github.com/snaggle-ai/openapi-mcp-server) 🏎️ 🏠 - Connect any HTTP/REST API server using an Open API spec (v3)
- [spacecode-ai/SpaceBridge-MCP](https://github.com/spacecode-ai/SpaceBridge-MCP) 🐍 🏠 🍎 🐧 - Bring structure and preserve context in vibe coding by automatically tracking issues.
- [stass/lldb-mcp](https://github.com/stass/lldb-mcp) 🐍 🏠 🐧 🍎 - A MCP server for LLDB enabling AI binary and core file analysis, debugging, disassembling.
From b57b0df375d2231af29562e24572e627e896bb67 Mon Sep 17 00:00:00 2001
From: Anthony Ettinger
Date: Sun, 10 Aug 2025 12:47:42 -0700
Subject: [PATCH 092/504] Add profullstack MCP server to Aggregators section
- Added profullstack/mcp-server to the Aggregators category
- Comprehensive MCP server with 20+ tools including SEO optimization,
document conversion, domain lookup, email validation, QR generation,
weather data, social media posting, security scanning, and more
- Supports TypeScript/JavaScript, cloud and local services
- Cross-platform support (macOS, Windows, Linux)
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 749f4aac..9898297e 100644
--- a/README.md
+++ b/README.md
@@ -124,6 +124,7 @@ Servers for accessing many apps and tools through a single MCP server.
- [mindsdb/mindsdb](https://github.com/mindsdb/mindsdb) - Connect and unify data across various platforms and databases with [MindsDB as a single MCP server](https://docs.mindsdb.com/mcp/overview).
- [particlefuture/MCPDiscovery](https://github.com/particlefuture/MCPDiscovery) - MCP of MCPs. A central hub for MCP servers. Helps you discover available MCP servers and learn how to install and use them.
- [PipedreamHQ/pipedream](https://github.com/PipedreamHQ/pipedream/tree/master/modelcontextprotocol) ☁️ 🏠 - Connect with 2,500 APIs with 8,000+ prebuilt tools, and manage servers for your users, in your own app.
+- [profullstack/mcp-server](https://github.com/profullstack/mcp-server) 📇 ☁️ 🏠 🍎 🪟 🐧 - A comprehensive MCP server aggregating 20+ tools including SEO optimization, document conversion, domain lookup, email validation, QR generation, weather data, social media posting, security scanning, and more developer utilities.
- [sitbon/magg](https://github.com/sitbon/magg) 🍎 🪟 🐧 ☁️ 🏠 🐍 - Magg: A meta-MCP server that acts as a universal hub, allowing LLMs to autonomously discover, install, and orchestrate multiple MCP servers - essentially giving AI assistants the power to extend their own capabilities on-demand.
- [SureScaleAI/openai-gpt-image-mcp](https://github.com/SureScaleAI/openai-gpt-image-mcp) 📇 ☁️ - OpenAI GPT image generation/editing MCP server.
- [sxhxliang/mcp-access-point](https://github.com/sxhxliang/mcp-access-point) 📇 ☁️ 🏠 🍎 🪟 🐧 - Turn a web service into an MCP server in one click without making any code changes.
From 92c6174221e531212495c01b867f3e4d4381bfc4 Mon Sep 17 00:00:00 2001
From: yshngg
Date: Mon, 11 Aug 2025 10:15:31 +0800
Subject: [PATCH 093/504] Add Prometheus MCP - pmcp
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 749f4aac..8d005f9d 100644
--- a/README.md
+++ b/README.md
@@ -819,6 +819,7 @@ Access and analyze application monitoring data. Enables AI models to review erro
- [VictoriaMetrics-Community/mcp-victoriametrics](https://github.com/VictoriaMetrics-Community/mcp-victoriametrics) 🎖️ 🏎️ 🏠 - Provides comprehensive integration with your [VictoriaMetrics instance APIs](https://docs.victoriametrics.com/victoriametrics/url-examples/) and [documentation](https://docs.victoriametrics.com/) for monitoring, observability, and debugging tasks related to your VictoriaMetrics instances
- [imprvhub/mcp-status-observer](https://github.com/imprvhub/mcp-status-observer) 📇 ☁️ - Model Context Protocol server for monitoring Operational Status of major digital platforms in Claude Desktop.
- [inspektor-gadget/ig-mcp-server](https://github.com/inspektor-gadget/ig-mcp-server) 🏎️ ☁️ 🏠 🐧 🪟 🍎 - Debug your Container and Kubernetes workloads with an AI interface powered by eBPF.
+- [yshngg/pmcp](https://github.com/yshngg/pmcp) 🏎️ ☁️ 🏠 🍎 🪟 🐧 - A Prometheus Model Context Protocol Server.
### 🎥 Multimedia Process
From 88229a7478852e199d3a9f503b29686e55bfcf31 Mon Sep 17 00:00:00 2001
From: David Alvarez
Date: Mon, 11 Aug 2025 12:11:41 +0200
Subject: [PATCH 094/504] Add new time-node mcp server
---
README-ja.md | 1 +
README-ko.md | 1 +
README-pt_BR.md | 1 +
README-th.md | 1 +
README-zh.md | 1 +
README-zh_TW.md | 1 +
README.md | 1 +
7 files changed, 7 insertions(+)
diff --git a/README-ja.md b/README-ja.md
index 8f5f6669..be556982 100644
--- a/README-ja.md
+++ b/README-ja.md
@@ -308,6 +308,7 @@ aliyun/alibabacloud-tablestore-mcp-server ☕ 🐍 ☁️ - 阿里云表格存
- [InhiblabCore/mcp-image-compression](https://github.com/InhiblabCore/mcp-image-compression) 🐍 🏠 - 様々な画像フォーマットのローカル圧縮のためのMCPサーバー。
- [SDGLBL/mcp-claude-code](https://github.com/SDGLBL/mcp-claude-code) 🐍 🏠 - MCPを使用したClaude Code機能の実装で、AIによるコード理解、修正、プロジェクト分析を包括的なツールサポートで実現します。
- [api7/apisix-mcp](https://github.com/api7/apisix-mcp) 🎖️ 📇 🏠 [Apache APISIX](https://github.com/apache/apisix) のすべてのリソースの照会と管理をサポートするMCPサービス。
+- [davidan90/time-node-mcp](https://github.com/davidan90/time-node-mcp) 📇 🏠 - IANAタイムゾーン対応の日時操作、タイムゾーン変換、夏時間の処理をサポート。
- [endorhq/cli](https://github.com/endorhq/cli) 📇 ☁️ 🏠 🪟 🐧 🍎 - Endorを使用すると、AIエージェントはMariaDB、Postgres、Redis、Memcached、Alpine、Valkeyなどのサービスを隔離されたサンドボックス内で実行できます。5秒以内に起動する、事前構成済みのアプリケーションを入手できます。.
- [ios-simulator-mcp](https://github.com/joshuayoes/ios-simulator-mcp) 📇 🏠 🍎 - iOS シミュレータと対話するためのモデル コンテキスト プロトコル (MCP) サーバー。このサーバーを使用すると、iOS シミュレータに関する情報を取得したり、UI の対話を制御したり、UI 要素を検査したりして、iOS シミュレータと対話できます。
- [higress-group/higress-ops-mcp-server](https://github.com/higress-group/higress-ops-mcp-server) 🐍 🏠 - MCP サーバーが [Higress](https://github.com/alibaba/higress/blob/main/README_JP.md) ゲートウェイの構成と操作を管理するための全面的なツールを提供します。
diff --git a/README-ko.md b/README-ko.md
index 03386dc4..95353314 100644
--- a/README-ko.md
+++ b/README-ko.md
@@ -276,6 +276,7 @@
- [zcaceres/fetch-mcp](https://github.com/zcaceres/fetch-mcp) 📇 🏠 - JSON, 텍스트, HTML 데이터를 유연하게 가져오는 MCP 서버
- [r-huijts/xcode-mcp-server](https://github.com/r-huijts/xcode-mcp-server) 📇 🏠 🍎 - 프로젝트 관리, 파일 작업 및 빌드 자동화를 위한 Xcode 통합
- [snaggle-ai/openapi-mcp-server](https://github.com/snaggle-ai/openapi-mcp-server) 🏎️ 🏠 - Open API 사양(v3)을 사용하여 모든 HTTP/REST API 서버 연결
+- [davidan90/time-node-mcp](https://github.com/davidan90/time-node-mcp) 📇 🏠 - IANA 타임존, 타임존 변환 및 일광 절약 시간 처리를 지원하는 타임존 인식 날짜 및 시간 작업.
- [endorhq/cli](https://github.com/endorhq/cli) 📇 ☁️ 🏠 🪟 🐧 🍎 - Endor를 사용하면 AI 에이전트가 MariaDB, Postgres, Redis, Memcached, Alpine, Valkey 등의 서비스를 격리된 샌드박스에서 실행할 수 있습니다. 5초 이내에 부팅되는 사전 구성된 애플리케이션을 이용하세요.
- [jetbrains/mcpProxy](https://github.com/JetBrains/mcpProxy) 🎖️ 📇 🏠 - JetBrains IDE에 연결
- [tumf/mcp-text-editor](https://github.com/tumf/mcp-text-editor) 🐍 🏠 - 라인 지향 텍스트 파일 편집기. 토큰 사용량을 최소화하기 위해 효율적인 부분 파일 접근으로 LLM 도구에 최적화됨.
diff --git a/README-pt_BR.md b/README-pt_BR.md
index 11aec313..6de710a8 100644
--- a/README-pt_BR.md
+++ b/README-pt_BR.md
@@ -279,6 +279,7 @@ Ferramentas e integrações que aprimoram o fluxo de trabalho de desenvolvimento
- [admica/FileScopeMCP](https://github.com/admica/FileScopeMCP) 🐍 📇 🦀 - Analisa sua base de código identificando arquivos importantes com base em relacionamentos de dependência. Gera diagramas e pontuações de importância, ajudando assistentes de IA a entender a base de código.
- [ambar/simctl-mcp](https://github.com/ambar/simctl-mcp) 📇 🏠 🍎 Uma implementação de servidor MCP para controle de Simulador iOS.
- [api7/apisix-mcp](https://github.com/api7/apisix-mcp) 🎖️ 📇 🏠 Servidor MCP que oferece suporte à consulta e gerenciamento de todos os recursos no [Apache APISIX](https://github.com/apache/apisix).
+- [davidan90/time-node-mcp](https://github.com/davidan90/time-node-mcp) 📇 🏠 - Operações de data e hora com suporte a fuso horário, incluindo fusos horários IANA, conversão de fuso horário e tratamento de horário de verão.
- [endorhq/cli](https://github.com/endorhq/cli) 📇 ☁️ 🏠 🪟 🐧 🍎 - O Endor permite que seus agentes de IA executem serviços como MariaDB, Postgres, Redis, Memcached, Alpine ou Valkey em sandboxes isoladas. Obtenha aplicativos pré-configurados que inicializam em menos de 5 segundos. [Confira nossa documentação](https://docs.endor.dev/mcp/overview/).
- [yiwenlu66/PiloTY](https://github.com/yiwenlu66/PiloTY) 🐍 🏠 - Piloto de IA para operações PTY que permite aos agentes controlar terminais interativos com sessões com estado, conexões SSH e gerenciamento de processos em segundo plano
- [lpigeon/ros-mcp-server](https://github.com/lpigeon/ros-mcp-server) 🐍 🏠 🍎 🪟 🐧 - O servidor ROS MCP auxilia no controle de robôs convertendo comandos em linguagem natural do usuário em comandos de controle para ROS ou ROS2.
diff --git a/README-th.md b/README-th.md
index a0d8e02a..3aa22d92 100644
--- a/README-th.md
+++ b/README-th.md
@@ -270,6 +270,7 @@
- [api7/apisix-mcp](https://github.com/api7/apisix-mcp) 🎖️ 📇 🏠 เซิร์ฟเวอร์ MCP ที่รองรับการสืบค้นและจัดการทรัพยากรทั้งหมดใน [Apache APISIX](https://github.com/apache/apisix)
- [automation-ai-labs/mcp-link](https://github.com/automation-ai-labs/mcp-link) 🏎️ 🏠 - ผสานรวม API ใดๆ กับตัวแทน AI ได้อย่างราบรื่น (ด้วย OpenAPI Schema)
- [Coment-ML/Opik-MCP](https://github.com/comet-ml/opik-mcp) 🎖️ 📇 ☁️ 🏠 - พูดคุยกับการสังเกตการณ์ LLM การติดตาม และการตรวจสอบที่บันทึกโดย Opik โดยใช้ภาษาธรรมชาติ
+- [davidan90/time-node-mcp](https://github.com/davidan90/time-node-mcp) 📇 🏠 - การดำเนินการเกี่ยวกับวันที่และเวลาที่รองรับเขตเวลา พร้อมรองรับ IANA timezones การแปลงเขตเวลา และการจัดการ Daylight Saving Time
- [davidlin2k/pox-mcp-server](https://github.com/davidlin2k/pox-mcp-server) 🐍 🏠 - เซิร์ฟเวอร์ MCP สำหรับตัวควบคุม POX SDN เพื่อให้ความสามารถในการควบคุมและจัดการเครือข่าย
- [delano/postman-mcp-server](https://github.com/delano/postman-mcp-server) 📇 ☁️ - โต้ตอบกับ [Postman API](https://www.postman.com/postman/postman-public-workspace/)
- [endorhq/cli](https://github.com/endorhq/cli) 📇 ☁️ 🏠 🪟 🐧 🍎 - Endor ช่วยให้เอเจนต์ AI ของคุณรันบริการต่างๆ เช่น MariaDB, Postgres, Redis, Memcached, Alpine หรือ Valkey ในแซนด์บ็อกซ์ที่แยกจากกัน รับแอปพลิเคชันที่กำหนดค่าไว้ล่วงหน้าซึ่งบูตได้ภายในเวลาไม่ถึง 5 วินาที. [ตรวจสอบเอกสารของเรา](https://docs.endor.dev/mcp/overview/).
diff --git a/README-zh.md b/README-zh.md
index dd707f9c..315d4848 100644
--- a/README-zh.md
+++ b/README-zh.md
@@ -301,6 +301,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
- [@joshuarileydev/simulator-mcp-server](https://github.com/JoshuaRileyDev/simulator-mcp-server) 📇 🏠 - 用于控制 iOS 模拟器的 MCP 服务器
- [@joshuarileydev/app-store-connect-mcp-server](https://github.com/JoshuaRileyDev/app-store-connect-mcp-server) 📇 🏠 - 一个 MCP 服务器，用于与 iOS 开发者的 App Store Connect API 进行通信
- [@sammcj/mcp-package-version](https://github.com/sammcj/mcp-package-version) 📇 🏠 - MCP 服务器可帮助 LLM 在编写代码时建议最新的稳定软件包版本。
+- [davidan90/time-node-mcp](https://github.com/davidan90/time-node-mcp) 📇 🏠 - 支持时区的日期和时间操作，支持 IANA 时区、时区转换和夏令时处理。
- [delano/postman-mcp-server](https://github.com/delano/postman-mcp-server) 📇 ☁️ - 与 [Postman API](https://www.postman.com/postman/postman-public-workspace/) 进行交互
- [vivekVells/mcp-pandoc](https://github.com/vivekVells/mcp-pandoc) 🗄️ 🚀 - 基于 Pandoc 的 MCP 服务器，支持 Markdown、HTML、PDF、DOCX（.docx）、csv 等格式之间的无缝转换
- [pskill9/website-downloader](https://github.com/pskill9/website-downloader) 🗄️ 🚀 - 这个 MCP 服务器提供了使用 wget 下载完整网站的工具，可保留网站结构并转换链接以支持本地访问
diff --git a/README-zh_TW.md b/README-zh_TW.md
index 3b9ecde9..59c061d1 100644
--- a/README-zh_TW.md
+++ b/README-zh_TW.md
@@ -240,6 +240,7 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和
- [zcaceres/fetch-mcp](https://github.com/zcaceres/fetch-mcp) 📇 🏠 - 一個靈活獲取 JSON、文本和 HTML 數據的 MCP 伺服器
- [r-huijts/xcode-mcp-server](https://github.com/r-huijts/xcode-mcp-server) 📇 🏠 🍎 - Xcode 集成，支援項目管理、文件操作和構建自動化
- [snaggle-ai/openapi-mcp-server](https://github.com/snaggle-ai/openapi-mcp-server) 🏎️ 🏠 - 使用開放 API 規範 (v3) 連接任何 HTTP/REST API 伺服器
+- [davidan90/time-node-mcp](https://github.com/davidan90/time-node-mcp) 📇 🏠 - 支援時區的日期和時間操作，支援 IANA 時區、時區轉換和夏令時處理。
- [endorhq/cli](https://github.com/endorhq/cli) 📇 ☁️ 🏠 🪟 🐧 🍎 - Endor 讓您的 AI 代理程式在隔離沙盒中執行 MariaDB、Postgres、Redis、Memcached、Alpine 或 Valkey 等服務。取得預先配置的應用程序，啟動時間不到 5 秒.
- [jetbrains/mcpProxy](https://github.com/JetBrains/mcpProxy) 🎖️ 📇 🏠 - 連接到 JetBrains IDE
- [tumf/mcp-text-editor](https://github.com/tumf/mcp-text-editor) 🐍 🏠 - 面向行的文本文件編輯器。針對 LLM 工具進行了最佳化，具有高效的部分文件訪問功能，可最大限度地減少令牌使用量。
diff --git a/README.md b/README.md
index 8d005f9d..f0f5c18e 100644
--- a/README.md
+++ b/README.md
@@ -468,6 +468,7 @@ Tools and integrations that enhance the development workflow and environment man
- [Comet-ML/Opik-MCP](https://github.com/comet-ml/opik-mcp) 🎖️ 📇 ☁️ 🏠 - Use natural language to explore LLM observability, traces, and monitoring data captured by Opik.
- [cqfn/aibolit-mcp-server](https://github.com/cqfn/aibolit-mcp-server) ☕ - Helping Your AI Agent Identify Hotspots for Refactoring; Help AI Understand How to 'Make Code Better'
- [currents-dev/currents-mcp](https://github.com/currents-dev/currents-mcp) 🎖️ 📇 ☁️ Enable AI Agents to fix Playwright test failures reported to [Currents](https://currents.dev).
+- [davidan90/time-node-mcp](https://github.com/davidan90/time-node-mcp) 📇 🏠 - Timezone-aware date and time operations with support for IANA timezones, timezone conversion, and Daylight Saving Time handling.
- [davidlin2k/pox-mcp-server](https://github.com/davidlin2k/pox-mcp-server) 🐍 🏠 - MCP server for the POX SDN controller to provides network control and management capabilities.
- [delano/postman-mcp-server](https://github.com/delano/postman-mcp-server) 📇 ☁️ - Interact with [Postman API](https://www.postman.com/postman/postman-public-workspace/)
- [docker/hub-mcp](https://github.com/docker/hub-mcp) 🎖️ 📇 ☁️ 🏠 - Official MCP server to interact with Docker Hub, providing access to repositories, hub search and Docker Hardened Images
From b566513464a77455308e0c732def4f84be6176e2 Mon Sep 17 00:00:00 2001
From: Frederico Martini
Date: Mon, 11 Aug 2025 11:24:40 -0300
Subject: [PATCH 095/504] =?UTF-8?q?feat:=20Add=20Carbon=20Voice=20official?=
=?UTF-8?q?=20=E2=AD=90=20MCP=20Server?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 8d005f9d..7cbd39a4 100644
--- a/README.md
+++ b/README.md
@@ -295,6 +295,7 @@ Integration with communication platforms for message management and channel oper
- [areweai/tsgram-mcp](https://github.com/areweai/tsgram-mcp) - TSgram: Telegram + Claude with local workspace access on your phone in typescript. Read, write, and vibe code on the go!
- [arpitbatra123/mcp-googletasks](https://github.com/arpitbatra123/mcp-googletasks) 📇 ☁️ - An MCP server to interface with the Google Tasks API
- [Cactusinhand/mcp_server_notify](https://github.com/Cactusinhand/mcp_server_notify) 🐍 🏠 - A MCP server that send desktop notifications with sound effect when agent tasks are completed.
+- [PhononX/cv-mcp-server](https://github.com/PhononX/cv-mcp-server) 🎖️ 📇 🏠 ☁️ 🍎 🪟 🐧 - MCP Server that connects AI Agents to [Carbon Voice](https://getcarbon.app). Create, manage, and interact with voice messages, conversations, direct messages, folders, voice memos, AI actions and more in [Carbon Voice](https://getcarbon.app).
- [carterlasalle/mac_messages_mcp](https://github.com/carterlasalle/mac_messages_mcp) 🏠 🍎 🚀 - An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages.
- [chaindead/telegram-mcp](https://github.com/chaindead/telegram-mcp) 🏎️ 🏠 - Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, and handling read status
- [chigwell/telegram-mcp](https://github.com/chigwell/telegram-mcp) 🐍 🏠 - Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, sending messages and handling read status.
From 3ac7bea5927a347cf46bd1d1f064d25452173eae Mon Sep 17 00:00:00 2001
From: KaliszS
Date: Tue, 12 Aug 2025 13:13:59 +0200
Subject: [PATCH 096/504] Add apple-health-mcp-server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 282ee4a1..408aa992 100644
--- a/README.md
+++ b/README.md
@@ -164,6 +164,7 @@ Access and explore art collections, cultural heritage, and museum databases. Ena
- [longevity-genie/synergy-age-mcp](https://github.com/longevity-genie/synergy-age-mcp) 🎖️ 🐍 🏠 ☁️ - MCP server for the SynergyAge database of synergistic and antagonistic genetic interactions in longevity.
- [wso2/fhir-mcp-server](https://github.com/wso2/fhir-mcp-server) 🐍 🏠 ☁️ - Model Context Protocol server for Fast Healthcare Interoperability Resources (FHIR) APIs. Provides seamless integration with FHIR servers, enabling AI assistants to search, retrieve, create, update, and analyze clinical healthcare data with SMART-on-FHIR authentication support.
- [JamesANZ/medical-mcp](https://github.com/JamesANZ/medical-mcp) 📇 🏠 - An MCP server that provides access to medical information, drug databases, and healthcare resources. Enables AI assistants to query medical data, drug interactions, and clinical guidelines.
+- [the-momentum/apple-health-mcp-server](https://github.com/the-momentum/apple-health-mcp-server) 🐍 🏠 🍎 🪟 🐧 - An MCP server that provides access to exported data from Apple Health. Data analytics included.
### 📂 Browser Automation
From e87e3380ef82beb28047f453a2ef4451e2731b8d Mon Sep 17 00:00:00 2001
From: Alan Nguyen
Date: Tue, 12 Aug 2025 18:24:39 +0700
Subject: [PATCH 097/504] feat: Add Quip MCP server to Workplace & Productivity
section
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
Add bug-breeder/quip-mcp server which provides AI assistants with comprehensive Quip document access and management capabilities, including document lifecycle management, smart search, and comment management.
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 282ee4a1..1b73f24f 100644
--- a/README.md
+++ b/README.md
@@ -1042,6 +1042,7 @@ Interact with Git repositories and version control platforms. Enables repository
- [bivex/kanboard-mcp](https://github.com/bivex/kanboard-mcp) 🏎️ ☁️ 🏠 - A Model Context Protocol (MCP) server written in Go that empowers AI agents and Large Language Models (LLMs) to seamlessly interact with Kanboard. It transforms natural language commands into Kanboard API calls, enabling intelligent automation of project, task, and user management, streamlining workflows, and enhancing productivity.
- [giuseppe-coco/Google-Workspace-MCP-Server](https://github.com/giuseppe-coco/Google-Workspace-MCP-Server) 🐍 ☁️ 🍎 🪟 🐧 - MCP server that seamlessly interacts with your Google Calendar, Gmail, Drive and so on.
- [MarkusPfundstein/mcp-gsuite](https://github.com/MarkusPfundstein/mcp-gsuite) 🐍 ☁️ - Integration with gmail and Google Calendar.
+- [bug-breeder/quip-mcp](https://github.com/bug-breeder/quip-mcp) 📇 ☁️ 🍎 🪟 🐧 - A Model Context Protocol (MCP) server providing AI assistants with comprehensive Quip document access and management. Enables document lifecycle management, smart search, comment management, and secure token-based authentication for both Quip.com and enterprise instances.
- [takumi0706/google-calendar-mcp](https://github.com/takumi0706/google-calendar-mcp) 📇 ☁️ - An MCP server to interface with the Google Calendar API. Based on TypeScript.
- [taylorwilsdon/google_workspace_mcp](https://github.com/taylorwilsdon/google_workspace_mcp) 🐍 ☁️ 🍎 🪟 🐧 - Comprehensive Google Workspace MCP server with full support for Google Calendar, Drive, Gmail, and Docs, Forms, Chats, Slides and Sheets over stdio, Streamable HTTP and SSE transports.
- [tubasasakunn/context-apps-mcp](https://github.com/tubasasakunn/context-apps-mcp) 📇 🏠 🍎 🪟 🐧 - AI-powered productivity suite connecting Todo, Idea, Journal, and Timer apps with Claude via Model Context Protocol.
From 927511edc925b4021354a66aaaffe5027e0d8162 Mon Sep 17 00:00:00 2001
From: Carlo Zottmann
Date: Wed, 13 Aug 2025 13:27:17 +0200
Subject: [PATCH 098/504] [NEW] Add czottmann/kagi-ken-mcp
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 36d29f59..41a8b8fe 100644
--- a/README.md
+++ b/README.md
@@ -852,6 +852,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [blazickjp/arxiv-mcp-server](https://github.com/blazickjp/arxiv-mcp-server) ☁️ 🐍 - Search ArXiv research papers
- [chanmeng/google-news-mcp-server](https://github.com/ChanMeng666/server-google-news) 📇 ☁️ - Google News integration with automatic topic categorization, multi-language support, and comprehensive search capabilities including headlines, stories, and related topics through [SerpAPI](https://serpapi.com/).
- [ConechoAI/openai-websearch-mcp](https://github.com/ConechoAI/openai-websearch-mcp/) 🐍 🏠 ☁️ - This is a Python-based MCP server that provides OpenAI `web_search` build-in tool.
+- [czottmann/kagi-ken-mcp](https://github.com/czottmann/kagi-ken-mcp) - 📇 ☁️ - Work with Kagi *without* API access (you'll need to be a customer, tho). Searches and summarizes. Uses Kagi session token for easy authentication.
- [DappierAI/dappier-mcp](https://github.com/DappierAI/dappier-mcp) 🐍 ☁️ - Enable fast, free real-time web search and access premium data from trusted media brands—news, financial markets, sports, entertainment, weather, and more. Build powerful AI agents with Dappier.
- [deadletterq/mcp-opennutrition](https://github.com/deadletterq/mcp-opennutrition) 📇 🏠 - Local MCP server for searching 300,000+ foods, nutrition facts, and barcodes from the OpenNutrition database.
- [dealx/mcp-server](https://github.com/DealExpress/mcp-server) ☁️ - MCP Server for DealX platform
From 11446ba6e110ced432c0353b0260f23ebf07df89 Mon Sep 17 00:00:00 2001
From: wiktor wiejak
Date: Wed, 13 Aug 2025 15:04:27 +0100
Subject: [PATCH 099/504] Add new jetbrains datalore mcp server.
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 36d29f59..3ff7f03e 100644
--- a/README.md
+++ b/README.md
@@ -495,6 +495,7 @@ Tools and integrations that enhance the development workflow and environment man
- [promptexecution/just-mcp](https://github.com/promptexecution/just-mcp) 🦀 🏠 - Justfile integration that enables LLMs to execute any CLI or script commands with parameters safely and easily, with environment variable support and comprehensive testing.
- [InditexTech/mcp-server-simulator-ios-idb](https://github.com/InditexTech/mcp-server-simulator-ios-idb) 📇 🏠 🍎 - A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators (iPhone, iPad, etc.) through natural language commands.
- [InhiblabCore/mcp-image-compression](https://github.com/InhiblabCore/mcp-image-compression) 🐍 🏠 - MCP server for local compression of various image formats.
+- [Inspizzz/jetbrains-datalore-mcp](https://github.com/inspizzz/jetbrains-datalore-mcp) 🐍 ☁️ - MCP server for interacting with cloud deployments of Jetbrains Datalore platform. Fully incorporated Datalore API ( run, run interactively, get run data, fetch files )
- [ios-simulator-mcp](https://github.com/joshuayoes/ios-simulator-mcp) 📇 🏠 🍎 - A Model Context Protocol (MCP) server for interacting with iOS simulators. This server allows you to interact with iOS simulators by getting information about them, controlling UI interactions, and inspecting UI elements.
- [isaacphi/mcp-language-server](https://github.com/isaacphi/mcp-language-server) 🏎️ 🏠 - MCP Language Server helps MCP enabled clients navigate codebases more easily by giving them access to semantic tools like get definition, references, rename, and diagnostics.
- [IvanAmador/vercel-ai-docs-mcp](https://github.com/IvanAmador/vercel-ai-docs-mcp) 📇 🏠 - A Model Context Protocol (MCP) server that provides AI-powered search and querying capabilities for the Vercel AI SDK documentation.
From fc3280e6c4feed35682647167d8b2722a3b517b1 Mon Sep 17 00:00:00 2001
From: Volodymyr Babak
Date: Wed, 13 Aug 2025 17:20:28 +0300
Subject: [PATCH 100/504] Added ThingsBoard MCP Server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 36d29f59..64d020b7 100644
--- a/README.md
+++ b/README.md
@@ -1156,6 +1156,7 @@ Interact with Git repositories and version control platforms. Enables repository
- [tanigami/mcp-server-perplexity](https://github.com/tanigami/mcp-server-perplexity) 🐍 ☁️ - Interacting with Perplexity API.
- [tevonsb/homeassistant-mcp](https://github.com/tevonsb/homeassistant-mcp) 📇 🏠 - Access Home Assistant data and control devices (lights, switches, thermostats, etc).
- [TheoBrigitte/mcp-time](https://github.com/TheoBrigitte/mcp-time) 🏎️ 🏠 🍎 🪟 🐧 - MCP server which provides utilities to work with time and dates, with natural language, multiple formats and timezone convertion capabilities.
+- [thingsboard/thingsboard-mcp](https://github.com/thingsboard/thingsboard-mcp) ☕ ☁️ 🏠 🍎 🪟 🐧 - The ThingsBoard MCP Server provides a natural language interface for LLMs and AI agents to interact with your ThingsBoard IoT platform.
- [tomekkorbak/oura-mcp-server](https://github.com/tomekkorbak/oura-mcp-server) 🐍 ☁️ - An MCP server for Oura, an app for tracking sleep
- [tqiqbal/mcp-confluence-server](https://github.com/tqiqbal/mcp-confluence-server) 🐍 - A Model Context Protocol (MCP) server for interacting with Confluence Data Center via REST API.
- [ttommyth/interactive-mcp](https://github.com/ttommyth/interactive-mcp) 📇 🏠 🍎 🪟 🐧 - Enables interactive LLM workflows by adding local user prompts and chat capabilities directly into the MCP loop.
From db7d9e5da4e423d07d587921dbb952412584a26f Mon Sep 17 00:00:00 2001
From: Volodymyr Babak
Date: Wed, 13 Aug 2025 17:21:42 +0300
Subject: [PATCH 101/504] Added Official badge for ThingsBoard MCP Server
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 64d020b7..bd196988 100644
--- a/README.md
+++ b/README.md
@@ -1156,7 +1156,7 @@ Interact with Git repositories and version control platforms. Enables repository
- [tanigami/mcp-server-perplexity](https://github.com/tanigami/mcp-server-perplexity) 🐍 ☁️ - Interacting with Perplexity API.
- [tevonsb/homeassistant-mcp](https://github.com/tevonsb/homeassistant-mcp) 📇 🏠 - Access Home Assistant data and control devices (lights, switches, thermostats, etc).
- [TheoBrigitte/mcp-time](https://github.com/TheoBrigitte/mcp-time) 🏎️ 🏠 🍎 🪟 🐧 - MCP server which provides utilities to work with time and dates, with natural language, multiple formats and timezone convertion capabilities.
-- [thingsboard/thingsboard-mcp](https://github.com/thingsboard/thingsboard-mcp) ☕ ☁️ 🏠 🍎 🪟 🐧 - The ThingsBoard MCP Server provides a natural language interface for LLMs and AI agents to interact with your ThingsBoard IoT platform.
+- [thingsboard/thingsboard-mcp](https://github.com/thingsboard/thingsboard-mcp) 🎖️ ☕ ☁️ 🏠 🍎 🪟 🐧 - The ThingsBoard MCP Server provides a natural language interface for LLMs and AI agents to interact with your ThingsBoard IoT platform.
- [tomekkorbak/oura-mcp-server](https://github.com/tomekkorbak/oura-mcp-server) 🐍 ☁️ - An MCP server for Oura, an app for tracking sleep
- [tqiqbal/mcp-confluence-server](https://github.com/tqiqbal/mcp-confluence-server) 🐍 - A Model Context Protocol (MCP) server for interacting with Confluence Data Center via REST API.
- [ttommyth/interactive-mcp](https://github.com/ttommyth/interactive-mcp) 📇 🏠 🍎 🪟 🐧 - Enables interactive LLM workflows by adding local user prompts and chat capabilities directly into the MCP loop.
From 66601f9297a88fb065478245cc10366c3f216a8d Mon Sep 17 00:00:00 2001
From: donghwi
Date: Thu, 14 Aug 2025 10:42:45 +0900
Subject: [PATCH 102/504] Add new web-analyzer-mcp server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 36d29f59..68d2acba 100644
--- a/README.md
+++ b/README.md
@@ -903,6 +903,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [Tomatio13/mcp-server-tavily](https://github.com/Tomatio13/mcp-server-tavily) ☁️ 🐍 – Tavily AI search API
- [vectorize-io/vectorize-mcp-server](https://github.com/vectorize-io/vectorize-mcp-server/) ☁️ 📇 - [Vectorize](https://vectorize.io) MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.
- [vitorpavinato/ncbi-mcp-server](https://github.com/vitorpavinato/ncbi-mcp-server) 🐍 ☁️ 🏠 - Comprehensive NCBI/PubMed literature search server with advanced analytics, caching, MeSH integration, related articles discovery, and batch processing for all life sciences and biomedical research.
+- [Web Analyzer MCP](https://github.com/kimdonghwi94/web-analyzer-mcp) 🐍 🏠 🍎 🪟 🐧 - Extracts clean web content for RAG and provides Q&A about web pages.
- [webscraping-ai/webscraping-ai-mcp-server](https://github.com/webscraping-ai/webscraping-ai-mcp-server) 🎖️ 📇 ☁️ - Interact with [WebScraping.ai](https://webscraping.ai) for web data extraction and scraping.
- [yamanoku/baseline-mcp-server](https://github.com/yamanoku/baseline-mcp-server) 📇 🏠 - MCP server that searches Baseline status using Web Platform API
- [zhsama/duckduckgo-mcp-server](https://github.com/zhsama/duckduckgo-mpc-server/) 📇 🏠 ☁️ - This is a TypeScript-based MCP server that provides DuckDuckGo search functionality.
From 9b61c8aa8750c8fd9c95a6bfd180be759012492a Mon Sep 17 00:00:00 2001
From: Anand
Date: Fri, 15 Aug 2025 20:15:00 +0530
Subject: [PATCH 103/504] Add npm-package-docs-mcp server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 3ff7f03e..db9a65fc 100644
--- a/README.md
+++ b/README.md
@@ -519,6 +519,7 @@ Tools and integrations that enhance the development workflow and environment man
- [mrexodia/user-feedback-mcp](https://github.com/mrexodia/user-feedback-mcp) 🐍 🏠 - Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor.
- [narumiruna/gitingest-mcp](https://github.com/narumiruna/gitingest-mcp) 🐍 🏠 - A MCP server that uses [gitingest](https://github.com/cyclotruc/gitingest) to convert any Git repository into a simple text digest of its codebase.
- [neilberkman/editorconfig_mcp](https://github.com/neilberkman/editorconfig_mcp) 📇 🏠 - Formats files using `.editorconfig` rules, acting as a proactive formatting gatekeeper to ensure AI-generated code adheres to project-specific formatting standards from the start.
+- [meanands/npm-package-docs-mcp](https://github.com/meanands/npm-package-docs-mcp) ☁️ - MCP Server that provides up-to-date documentation for npm packages by fetching the latest README doc from the package's GitHub repository or the README.
- [OctoMind-dev/octomind-mcp](https://github.com/OctoMind-dev/octomind-mcp) 📇 ☁️ - lets your preferred AI agent create & run fully managed [Octomind](https://www.octomind.dev/) end-to-end tests from your codebase or other data sources like Jira, Slack or TestRail.
- [OpenZeppelin/contracts-wizard](https://github.com/OpenZeppelin/contracts-wizard/tree/master/packages/mcp) - A Model Context Protocol (MCP) server that allows AI agents to generate secure smart contracts in multiples languages based on [OpenZeppelin Wizard templates](https://wizard.openzeppelin.com/).
- [bgauryy/octocode-mcp](https://github.com/bgauryy/octocode-mcp) ☁️ 📇 🍎 🪟 🐧 - AI-powered developer assistant that enables advanced research, analysis and discovery across GitHub and NPM realms in realtime.
From 3e3c70feccf43c0cc53bd64c9684dbbc77e1caf8 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Antoni=20K=C4=99pi=C5=84ski?=
<22645979+xxczaki@users.noreply.github.com>
Date: Fri, 15 Aug 2025 21:40:23 +0200
Subject: [PATCH 104/504] Add new xxczaki/local-history-mcp server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 3ff7f03e..8f327dfc 100644
--- a/README.md
+++ b/README.md
@@ -618,6 +618,7 @@ Provides direct access to local file systems with configurable permissions. Enab
- [microsoft/markitdown](https://github.com/microsoft/markitdown/tree/main/packages/markitdown-mcp) 🎖️ 🐍 🏠 - MCP tool access to MarkItDown -- a library that converts many file formats (local or remote) to Markdown for LLM consumption.
- [modelcontextprotocol/server-filesystem](https://github.com/modelcontextprotocol/servers/tree/main/src/filesystem) 📇 🏠 - Direct local file system access.
- [Xuanwo/mcp-server-opendal](https://github.com/Xuanwo/mcp-server-opendal) 🐍 🏠 ☁️ - Access any storage with Apache OpenDAL™
+- [xxczaki/local-history-mcp](https://github.com/xxczaki/local-history/mcp) 📇 🏠 🍎 🪟 🐧 - MCP server for accessing VS Code/Cursor Local History
### 💰 Finance & Fintech
From b918973d6303e7e6a9b1248bb94f7a9a7c87caa3 Mon Sep 17 00:00:00 2001
From: Yeoktatt Cheah <71489785+Yeok-c@users.noreply.github.com>
Date: Sat, 16 Aug 2025 04:56:25 +0800
Subject: [PATCH 105/504] Update README.md
Added Latex MCP Server
MCP Server to compile latex, download/organize/read cited papers, run visualization scripts and add figures/tables to latex.
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 3ff7f03e..2bc914bf 100644
--- a/README.md
+++ b/README.md
@@ -1117,6 +1117,7 @@ Interact with Git repositories and version control platforms. Enables repository
- [KS-GEN-AI/confluence-mcp-server](https://github.com/KS-GEN-AI/confluence-mcp-server) 📇 ☁️ 🍎 🪟 - Get Confluence data via CQL and read pages.
- [KS-GEN-AI/jira-mcp-server](https://github.com/KS-GEN-AI/jira-mcp-server) 📇 ☁️ 🍎 🪟 - Read jira data via JQL and api and execute requests to create and edit tickets.
- [kw510/strava-mcp](https://github.com/kw510/strava-mcp) 📇 ☁️ - An MCP server for Strava, an app for tracking physical exercise
+- [latex-mcp-server](https://github.com/Yeok-c/latex-mcp-server) - An MCP Server to compile latex, download/organize/read cited papers, run visualization scripts and add figures/tables to latex.
- [louiscklaw/hko-mcp](https://github.com/louiscklaw/hko-mcp) 📇 🏠 - MCP server with basic demonstration of getting weather from Hong Kong Observatory
- [magarcia/mcp-server-giphy](https://github.com/magarcia/mcp-server-giphy) 📇 ☁️ - Search and retrieve GIFs from Giphy's vast library through the Giphy API.
- [marcelmarais/Spotify](https://github.com/marcelmarais/spotify-mcp-server) - 📇 🏠 Control Spotify playback and manage playlists.
From 5ef331e8563ec37f324c39f5c7c1526c4466ff25 Mon Sep 17 00:00:00 2001
From: kukapay
Date: Sun, 17 Aug 2025 18:03:44 +0800
Subject: [PATCH 106/504] Add ethereum-validator-queue-mcp
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index b0679744..054794d8 100644
--- a/README.md
+++ b/README.md
@@ -673,6 +673,7 @@ Provides direct access to local file systems with configurable permissions. Enab
- [kukapay/defi-yields-mcp](https://github.com/kukapay/defi-yields-mcp) 🐍 ☁️ - An MCP server for AI agents to explore DeFi yield opportunities.
- [kukapay/dune-analytics-mcp](https://github.com/kukapay/dune-analytics-mcp) 🐍 ☁️ - A mcp server that bridges Dune Analytics data to AI agents.
- [kukapay/etf-flow-mcp](https://github.com/kukapay/etf-flow-mcp) 🐍 ☁️ - Delivering crypto ETF flow data to power AI agents' decision-making.
+- [kukapay/ethereum-validator-queue-mcp](https://github.com/kukapay/ethereum-validator-queue-mcp) 🐍 ☁️ - An MCP server that tracks Ethereum’s validator activation and exit queues in real time.
- [kukapay/freqtrade-mcp](https://github.com/kukapay/freqtrade-mcp) 🐍 ☁️ - An MCP server that integrates with the Freqtrade cryptocurrency trading bot.
- [kukapay/funding-rates-mcp](https://github.com/kukapay/funding-rates-mcp) 🐍 ☁️ - Providing real-time funding rate data across major crypto exchanges.
- [kukapay/hyperliquid-info-mcp](https://github.com/kukapay/hyperliquid-info-mcp) 🐍 ☁️ - An MCP server that provides real-time data and insights from the Hyperliquid perp DEX for use in bots, dashboards, and analytics.
From 9d61ebf18bc827f77c3ed250eb464ccd73200de2 Mon Sep 17 00:00:00 2001
From: kimdonghwi94 <53965694+kimdonghwi94@users.noreply.github.com>
Date: Mon, 18 Aug 2025 00:46:16 +0900
Subject: [PATCH 107/504] Update README.md
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 68d2acba..c4187d7e 100644
--- a/README.md
+++ b/README.md
@@ -903,7 +903,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [Tomatio13/mcp-server-tavily](https://github.com/Tomatio13/mcp-server-tavily) ☁️ 🐍 – Tavily AI search API
- [vectorize-io/vectorize-mcp-server](https://github.com/vectorize-io/vectorize-mcp-server/) ☁️ 📇 - [Vectorize](https://vectorize.io) MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.
- [vitorpavinato/ncbi-mcp-server](https://github.com/vitorpavinato/ncbi-mcp-server) 🐍 ☁️ 🏠 - Comprehensive NCBI/PubMed literature search server with advanced analytics, caching, MeSH integration, related articles discovery, and batch processing for all life sciences and biomedical research.
-- [Web Analyzer MCP](https://github.com/kimdonghwi94/web-analyzer-mcp) 🐍 🏠 🍎 🪟 🐧 - Extracts clean web content for RAG and provides Q&A about web pages.
+- [kimdonghwi94/Web Analyzer MCP](https://github.com/kimdonghwi94/web-analyzer-mcp) 🐍 🏠 🍎 🪟 🐧 - Extracts clean web content for RAG and provides Q&A about web pages.
- [webscraping-ai/webscraping-ai-mcp-server](https://github.com/webscraping-ai/webscraping-ai-mcp-server) 🎖️ 📇 ☁️ - Interact with [WebScraping.ai](https://webscraping.ai) for web data extraction and scraping.
- [yamanoku/baseline-mcp-server](https://github.com/yamanoku/baseline-mcp-server) 📇 🏠 - MCP server that searches Baseline status using Web Platform API
- [zhsama/duckduckgo-mcp-server](https://github.com/zhsama/duckduckgo-mpc-server/) 📇 🏠 ☁️ - This is a TypeScript-based MCP server that provides DuckDuckGo search functionality.
From ae0a78a16edfee4046dd724da1c72fd0514f2412 Mon Sep 17 00:00:00 2001
From: Bruno Garcia
Date: Sun, 17 Aug 2025 17:13:40 -0400
Subject: [PATCH 108/504] fix sentry mcp link
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 3ff7f03e..ebd6463c 100644
--- a/README.md
+++ b/README.md
@@ -813,7 +813,7 @@ Access and analyze application monitoring data. Enables AI models to review erro
- [last9/last9-mcp-server](https://github.com/last9/last9-mcp-server) - Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster
- [metoro-io/metoro-mcp-server](https://github.com/metoro-io/metoro-mcp-server) 🎖️ 🏎️ ☁️ - Query and interact with kubernetes environments monitored by Metoro
- [MindscapeHQ/server-raygun](https://github.com/MindscapeHQ/mcp-server-raygun) 📇 ☁️ - Raygun API V3 integration for crash reporting and real user monitoring
-- [modelcontextprotocol/server-sentry](https://github.com/modelcontextprotocol/servers/tree/main/src/sentry) 🐍 ☁️ - Sentry.io integration for error tracking and performance monitoring
+- [getsentry/sentry-mcp](https://github.com/getsentry/sentry-mcp) 🐍 ☁️ - Sentry.io integration for error tracking and performance monitoring
- [mpeirone/zabbix-mcp-server](https://github.com/mpeirone/zabbix-mcp-server) 🐍 ☁️ 🐧 🪟 🍎 - Zabbix integration for hosts, items, triggers, templates, problems, data and more.
- [netdata/netdata#Netdata](https://github.com/netdata/netdata/blob/master/src/web/mcp/README.md) 🎖️ 🏠 ☁️ 📟 🍎 🪟 🐧 - Discovery, exploration, reporting and root cause analysis using all observability data, including metrics, logs, systems, containers, processes, and network connections
- [pydantic/logfire-mcp](https://github.com/pydantic/logfire-mcp) 🎖️ 🐍 ☁️ - Provides access to OpenTelemetry traces and metrics through Logfire
From f2671b9272e70323bb943b390ebc785435094ecd Mon Sep 17 00:00:00 2001
From: kimdonghwi94 <53965694+kimdonghwi94@users.noreply.github.com>
Date: Mon, 18 Aug 2025 10:29:23 +0900
Subject: [PATCH 109/504] Update README.md
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index c4187d7e..b5c5497d 100644
--- a/README.md
+++ b/README.md
@@ -903,7 +903,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [Tomatio13/mcp-server-tavily](https://github.com/Tomatio13/mcp-server-tavily) ☁️ 🐍 – Tavily AI search API
- [vectorize-io/vectorize-mcp-server](https://github.com/vectorize-io/vectorize-mcp-server/) ☁️ 📇 - [Vectorize](https://vectorize.io) MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.
- [vitorpavinato/ncbi-mcp-server](https://github.com/vitorpavinato/ncbi-mcp-server) 🐍 ☁️ 🏠 - Comprehensive NCBI/PubMed literature search server with advanced analytics, caching, MeSH integration, related articles discovery, and batch processing for all life sciences and biomedical research.
-- [kimdonghwi94/Web Analyzer MCP](https://github.com/kimdonghwi94/web-analyzer-mcp) 🐍 🏠 🍎 🪟 🐧 - Extracts clean web content for RAG and provides Q&A about web pages.
+- [kimdonghwi94/Web-Analyzer-MCP](https://github.com/kimdonghwi94/web-analyzer-mcp) 🐍 🏠 🍎 🪟 🐧 - Extracts clean web content for RAG and provides Q&A about web pages.
- [webscraping-ai/webscraping-ai-mcp-server](https://github.com/webscraping-ai/webscraping-ai-mcp-server) 🎖️ 📇 ☁️ - Interact with [WebScraping.ai](https://webscraping.ai) for web data extraction and scraping.
- [yamanoku/baseline-mcp-server](https://github.com/yamanoku/baseline-mcp-server) 📇 🏠 - MCP server that searches Baseline status using Web Platform API
- [zhsama/duckduckgo-mcp-server](https://github.com/zhsama/duckduckgo-mpc-server/) 📇 🏠 ☁️ - This is a TypeScript-based MCP server that provides DuckDuckGo search functionality.
From 4a3743684d319d77fae244d6725cc1b941b1b4f6 Mon Sep 17 00:00:00 2001
From: Tosin Akinosho
Date: Mon, 18 Aug 2025 04:15:46 +0000
Subject: [PATCH 110/504] Add new MCP server for architectural analysis and
technology stack detection
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 3e5083c7..d012da84 100644
--- a/README.md
+++ b/README.md
@@ -562,6 +562,7 @@ Tools and integrations that enhance the development workflow and environment man
- [YuChenSSR/mindmap-mcp-server](https://github.com/YuChenSSR/mindmap-mcp-server) 🐍 🏠 - A Model Context Protocol (MCP) server for generating a beautiful interactive mindmap.
- [YuChenSSR/multi-ai-advisor](https://github.com/YuChenSSR/multi-ai-advisor-mcp) 📇 🏠 - A Model Context Protocol (MCP) server that queries multiple Ollama models and combines their responses, providing diverse AI perspectives on a single question.
- [Yutarop/ros-mcp](https://github.com/Yutarop/ros-mcp) 🐍 🏠 🐧 - MCP server that supports ROS2 topics, services, and actions communication, and controls robots using natural language.
+- [tosin2013/mcp-adr-analysis-server](https://github.com/tosin2013/mcp-adr-analysis-server) 📇 ☁️ 🏠 - AI-powered architectural analysis server for software projects. Provides technology stack detection, ADR management, security checks, enhanced TDD workflow, and deployment readiness validation with support for multiple AI models.
- [yWorks/mcp-typescribe](https://github.com/yWorks/mcp-typescribe) 📇 🏠 - MCP server that provides Typescript API information efficiently to the agent to enable it to work with untrained APIs
- [zaizaizhao/mcp-swagger-server](https://github.com/zaizaizhao/mcp-swagger-server) 📇 ☁️ 🏠 - A Model Context Protocol (MCP) server that converts OpenAPI/Swagger specifications to MCP format, enabling AI assistants to interact with REST APIs through standardized protocol.
- [zcaceres/fetch-mcp](https://github.com/zcaceres/fetch-mcp) 📇 🏠 - An MCP server to flexibly fetch JSON, text, and HTML data
From adca7d46e3f2f7b0fd78a53eaab5d95fdf5d9173 Mon Sep 17 00:00:00 2001
From: Ashish Modi
Date: Tue, 19 Aug 2025 10:37:24 +0000
Subject: [PATCH 111/504] Add MongoDB Atlas MCP server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 3e5083c7..15f80d60 100644
--- a/README.md
+++ b/README.md
@@ -391,6 +391,7 @@ Secure database access with schema inspection capabilities. Enables querying and
- [memgraph/mcp-memgraph](https://github.com/memgraph/ai-toolkit/tree/main/integrations/mcp-memgraph) 🐍 🏠 - Memgraph MCP Server - includes a tool to run a query against Memgraph and a schema resource.
- [modelcontextprotocol/server-postgres](https://github.com/modelcontextprotocol/servers/tree/main/src/postgres) 📇 🏠 - PostgreSQL database integration with schema inspection and query capabilities
- [modelcontextprotocol/server-sqlite](https://github.com/modelcontextprotocol/servers/tree/main/src/sqlite) 🐍 🏠 - SQLite database operations with built-in analysis features
+- [montumodi/mongodb-atlas-mcp-server](https://github.com/montumodi/mongodb-atlas-mcp-server) 📇 ☁️ 🪟 🍎 🐧 - A Model Context Protocol (MCP) that provides access to the MongoDB Atlas API. This server wraps the [mongodb-atlas-api-client](https://www.npmjs.com/package/mongodb-atlas-api-client) package to expose MongoDB Atlas functionality through MCP tools.
- [neo4j-contrib/mcp-neo4j](https://github.com/neo4j-contrib/mcp-neo4j) 🐍 🏠 - Model Context Protocol with Neo4j (Run queries, Knowledge Graph Memory, Manaage Neo4j Aura Instances)
- [neondatabase/mcp-server-neon](https://github.com/neondatabase/mcp-server-neon) 📇 ☁️ — An MCP Server for creating and managing Postgres databases using Neon Serverless Postgres
- [niledatabase/nile-mcp-server](https://github.com/niledatabase/nile-mcp-server) MCP server for Nile's Postgres platform - Manage and query Postgres databases, tenants, users, auth using LLMs
From 3d08c8955988eb0c11dca7e6ed1bff8ad98de481 Mon Sep 17 00:00:00 2001
From: kukapay
Date: Tue, 19 Aug 2025 20:51:12 +0800
Subject: [PATCH 112/504] Add bitcoin-utxo-mcp
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index f655054a..844bec57 100644
--- a/README.md
+++ b/README.md
@@ -649,6 +649,7 @@ Provides direct access to local file systems with configurable permissions. Enab
- [intentos-labs/beeper-mcp](https://github.com/intentos-labs/beeper-mcp) 🐍 - Beeper provides transactions on BSC, including balance/token transfers, token swaps in Pancakeswap and beeper reward claims.
- [janswist/mcp-dexscreener](https://github.com/janswist/mcp-dexscreener) 📇 ☁️ - Real-time on-chain market prices using open and free Dexscreener API
- [kukapay/binance-alpha-mcp](https://github.com/kukapay/binance-alpha-mcp) 🐍 ☁️ - An MCP server for tracking Binance Alpha trades, helping AI agents optimize alpha point accumulation.
+- [kukapay/bitcoin-utxo-mcp](https://github.com/kukapay/bitcoin-utxo-mcp) 🐍 ☁️ - An MCP server that tracks Bitcoin's Unspent Transaction Outputs (UTXO) and block statistics.
- [kukapay/blockbeats-mcp](https://github.com/kukapay/blockbeats-mcp) 🐍 ☁️ - An MCP server that delivers blockchain news and in-depth articles from BlockBeats for AI agents.
- [kukapay/blocknative-mcp](https://github.com/kukapay/blocknative-mcp) 🐍 ☁️ - Providing real-time gas price predictions across multiple blockchains, powered by Blocknative.
- [kukapay/bridge-rates-mcp](https://github.com/kukapay/bridge-rates-mcp) 📇 ☁️ - Delivering real-time cross-chain bridge rates and optimal transfer routes to onchain AI agents.
From d92859a7590a965eb850421def52a293dcf11747 Mon Sep 17 00:00:00 2001
From: Simon Painter
Date: Tue, 19 Aug 2025 23:18:48 +0100
Subject: [PATCH 113/504] added netbox
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 3e5083c7..1d18a482 100644
--- a/README.md
+++ b/README.md
@@ -1151,6 +1151,7 @@ Interact with Git repositories and version control platforms. Enables repository
- [SecretiveShell/MCP-wolfram-alpha](https://github.com/SecretiveShell/MCP-wolfram-alpha) 🐍 ☁️ - An MCP server for querying wolfram alpha API.
- [Seym0n/tiktok-mcp](https://github.com/Seym0n/tiktok-mcp) 📇 ☁️ - Interact with TikTok videos
- [Shopify/dev-mcp](https://github.com/Shopify/dev-mcp) 📇 ☁️ - Model Context Protocol (MCP) server that interacts with Shopify Dev.
+- [simonpainter/netbox-mcp](https://github.com/simonpainter/netbox-mcp) 🐍 ☁️ - MCP server for interacting with NetBox API.
- [sirmews/apple-notes-mcp](https://github.com/sirmews/apple-notes-mcp) 🐍 🏠 - Allows the AI to read from your local Apple Notes database (macOS only)
- [sooperset/mcp-atlassian](https://github.com/sooperset/mcp-atlassian) 🐍 ☁️ - MCP server for Atlassian products (Confluence and Jira). Supports Confluence Cloud, Jira Cloud, and Jira Server/Data Center. Provides comprehensive tools for searching, reading, creating, and managing content across Atlassian workspaces.
- [suekou/mcp-notion-server](https://github.com/suekou/mcp-notion-server) 📇 🏠 - Interacting with Notion API
From 485786814650994c1effef5e5e29aaf7c738a1dc Mon Sep 17 00:00:00 2001
From: alvii147
Date: Tue, 19 Aug 2025 20:53:12 -0400
Subject: [PATCH 114/504] add piston-mcp to README
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 3e5083c7..a1bb320e 100644
--- a/README.md
+++ b/README.md
@@ -250,6 +250,7 @@ Code execution servers. Allow LLMs to execute code in a secure environment, e.g.
- [r33drichards/mcp-js](https://github.com/r33drichards/mcp-js) 🦀 🏠 🐧 🍎 - A Javascript code execution sandbox that uses v8 to isolate code to run AI generated javascript locally without fear. Supports heap snapshotting for persistent sessions.
- [yepcode/mcp-server-js](https://github.com/yepcode/mcp-server-js) 🎖️ 📇 ☁️ - Execute any LLM-generated code in a secure and scalable sandbox environment and create your own MCP tools using JavaScript or Python, with full support for NPM and PyPI packages
- [dagger/container-use](https://github.com/dagger/container-use) 🏎️ 🏠 🐧 🍎 🪟 - Containerized environments for coding agents. Multiple agents can work independently, isolated in fresh containers and git branches. No conflicts, many experiments. Full execution history, terminal access to agent environments, git workflow. Any agent/model/infra stack.
+- [alvii147/piston-mcp](https://github.com/alvii147/piston-mcp) 🐍 ☁️ 🐧 🍎 🪟 - MCP server that lets LLMs execute code through the Piston remote code execution engine, with a zero-config `uv` setup and a ready-to-use Claude Desktop config example.
### 🤖 Coding Agents
From 2474dd00d29c2502249533a06445e4774921be3c Mon Sep 17 00:00:00 2001
From: Eloi Torrents
Date: Wed, 20 Aug 2025 13:21:30 +0200
Subject: [PATCH 115/504] fix mcp typo
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 3e5083c7..cf0baa1f 100644
--- a/README.md
+++ b/README.md
@@ -735,7 +735,7 @@ Integration with gaming related data, game engines, and services
- [opgginc/opgg-mcp](https://github.com/opgginc/opgg-mcp) 📇 ☁️ - Access real-time gaming data across popular titles like League of Legends, TFT, and Valorant, offering champion analytics, esports schedules, meta compositions, and character statistics.
- [pab1ito/chess-mcp](https://github.com/pab1it0/chess-mcp) 🐍 ☁️ - Access Chess.com player data, game records, and other public information through standardized MCP interfaces, allowing AI assistants to search and analyze chess information.
- [rishijatia/fantasy-pl-mcp](https://github.com/rishijatia/fantasy-pl-mcp/) 🐍 ☁️ - An MCP server for real-time Fantasy Premier League data and analysis tools.
-- [sonirico/mpc-stockfish](https://github.com/sonirico/mcp-stockfish) - 🏎️ 🏠 🍎 🪟 🐧️ MCP server connecting AI systems to Stockfish chess engine.
+- [sonirico/mcp-stockfish](https://github.com/sonirico/mcp-stockfish) - 🏎️ 🏠 🍎 🪟 🐧️ MCP server connecting AI systems to Stockfish chess engine.
- [stefan-xyz/mcp-server-runescape](https://github.com/stefan-xyz/mcp-server-runescape) 📇 - An MCP server with tools for interacting with RuneScape (RS) and Old School RuneScape (OSRS) data, including item prices, player hiscores, and more.
- [tomholford/mcp-tic-tac-toe](https://github.com/tomholford/mcp-tic-tac-toe) 🏎️ 🏠 - Play Tic Tac Toe against an AI opponent using this MCP server.
From ed42de1fd3576aa181ef9fef2725ee25a6b910ef Mon Sep 17 00:00:00 2001
From: Piyush
Date: Wed, 20 Aug 2025 17:35:38 +0530
Subject: [PATCH 116/504] Add In Memoria to Knowledge & Memory section
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
Add pi22by7/In-Memoria - persistent intelligence infrastructure for agentic development that gives AI coding assistants cumulative memory and pattern learning. Features hybrid TypeScript/Rust implementation with local-first storage using SQLite + SurrealDB for semantic analysis and incremental codebase understanding.
Added to 🧠 Knowledge & Memory section in alphabetical order by GitHub username.
---
README.md | 2 ++
1 file changed, 2 insertions(+)
diff --git a/README.md b/README.md
index 3e5083c7..08ab41a0 100644
--- a/README.md
+++ b/README.md
@@ -743,6 +743,7 @@ Integration with gaming related data, game engines, and services
Persistent memory storage using knowledge graph structures. Enables AI models to maintain and query structured information across sessions.
+
- [0xshellming/mcp-summarizer](https://github.com/0xshellming/mcp-summarizer) 📕 ☁️ - AI Summarization MCP Server, Support for multiple content types: Plain text, Web pages, PDF documents, EPUB books, HTML content
- [apecloud/ApeRAG](https://github.com/apecloud/ApeRAG) 🐍 ☁️ 🏠 - Production-ready RAG platform combining Graph RAG, vector search, and full-text search. Best choice for building your own Knowledge Graph and for Context Engineering
- [chatmcp/mcp-server-chatsum](https://github.com/chatmcp/mcp-server-chatsum) - Query and summarize your chat messages with AI prompts.
@@ -756,6 +757,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to
- [mem0ai/mem0-mcp](https://github.com/mem0ai/mem0-mcp) 🐍 🏠 - A Model Context Protocol server for Mem0 that helps manage coding preferences and patterns, providing tools for storing, retrieving and semantically handling code implementations, best practices and technical documentation in IDEs like Cursor and Windsurf
- [modelcontextprotocol/server-memory](https://github.com/modelcontextprotocol/servers/tree/main/src/memory) 📇 🏠 - Knowledge graph-based persistent memory system for maintaining context
- [MWGMorningwood/Central-Memory-MCP](https://github.com/MWGMorningwood/Central-Memory-MCP) 📇 ☁️ - An Azure PaaS-hostable MCP server that provides a workspace-grounded knowledge graph for multiple developers using Azure Functions MCP triggers and Table storage.
+- [pi22by7/In-Memoria](https://github.com/pi22by7/In-Memoria) 📇 🦀 🏠 🍎 🐧 🪟 - Persistent intelligence infrastructure for agentic development that gives AI coding assistants cumulative memory and pattern learning. Hybrid TypeScript/Rust implementation with local-first storage using SQLite + SurrealDB for semantic analysis and incremental codebase understanding.
- [pinecone-io/assistant-mcp](https://github.com/pinecone-io/assistant-mcp) 🎖️ 🦀 ☁️ - Connects to your Pinecone Assistant and gives the agent context from its knowledge engine.
- [ragieai/mcp-server](https://github.com/ragieai/ragie-mcp-server) 📇 ☁️ - Retrieve context from your [Ragie](https://www.ragie.ai) (RAG) knowledge base connected to integrations like Google Drive, Notion, JIRA and more.
- [TechDocsStudio/biel-mcp](https://github.com/TechDocsStudio/biel-mcp) 📇 ☁️ - Let AI tools like Cursor, VS Code, or Claude Desktop answer questions using your product docs. Biel.ai provides the RAG system and MCP server.
From 3fb6a3020eb0b4da1487e4f12f58c4856e7cd8d7 Mon Sep 17 00:00:00 2001
From: Torben Gerkensmeyer
Date: Wed, 20 Aug 2025 16:58:45 +0200
Subject: [PATCH 117/504] Add callcenter.js MCP server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 3e5083c7..6e46bcf5 100644
--- a/README.md
+++ b/README.md
@@ -301,6 +301,7 @@ Integration with communication platforms for message management and channel oper
- [chigwell/telegram-mcp](https://github.com/chigwell/telegram-mcp) 🐍 🏠 - Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, sending messages and handling read status.
- [Danielpeter-99/calcom-mcp](https://github.com/Danielpeter-99/calcom-mcp) 🐍 🏠 - MCP server for Calcom. Manage event types, create bookings, and access Cal.com scheduling data through LLMs.
- [elie222/inbox-zero](https://github.com/elie222/inbox-zero/tree/main/apps/mcp-server) 🐍 ☁️ - An MCP server for Inbox Zero. Adds functionality on top of Gmail like finding out which emails you need to reply to or need to follow up on.
+- [gerkensm/callcenter.js-mcp](https://github.com/gerkensm/callcenter.js-mcp) 📇 ☁️ An MCP server to make phone calls using VoIP/SIP and OpenAI's Realtime API and observe the transcript.
- [gitmotion/ntfy-me-mcp](https://github.com/gitmotion/ntfy-me-mcp) 📇 ☁️ 🏠 - An ntfy MCP server for sending/fetching ntfy notifications to your self-hosted ntfy server from AI Agents 📤 (supports secure token auth & more - use with npx or docker!)
- [gotoolkits/wecombot](https://github.com/gotoolkits/mcp-wecombot-server.git) 🚀 ☁️ - An MCP server application that sends various types of messages to the WeCom group robot.
- [hannesrudolph/imessage-query-fastmcp-mcp-server](https://github.com/hannesrudolph/imessage-query-fastmcp-mcp-server) 🐍 🏠 🍎 - An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP), enabling LLMs to query and analyze iMessage conversations with proper phone number validation and attachment handling
From a6cccbfcbf873a301a8b36bb446c3d845b9d6bd9 Mon Sep 17 00:00:00 2001
From: efforthye <118509759+hyelang@users.noreply.github.com>
Date: Thu, 21 Aug 2025 12:15:01 +0900
Subject: [PATCH 118/504] docs: Add fast-filesystem-mcp server
Adds fast-filesystem-mcp to the File Systems section of the awesome MCP servers list.
This MCP server provides.
- Advanced filesystem operations with Claude-optimized performance
- Large file handling capabilities with streaming support
- Sequential reading for large files with continuation tokens
- Comprehensive directory operations and file search
- Automatic backup and recovery features
- Multi-block editing with zero-failure guarantee
- Enterprise-grade stability and overflow protection
The server is built with TypeScript and supports all major operating systems (macOS, Windows, Linux), making it a valuable addition to the file systems category.
Repository: https://github.com/efforthye/fast-filesystem-mcp
NPM Package: https://www.npmjs.com/package/fast-filesystem-mcp
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 3e5083c7..6b3bd9d5 100644
--- a/README.md
+++ b/README.md
@@ -608,6 +608,7 @@ Provides direct access to local file systems with configurable permissions. Enab
- [8b-is/smart-tree](https://github.com/8b-is/smart-tree) 🦀 🏠 🍎 🪟 🐧 - AI-native directory visualization with semantic analysis, ultra-compressed formats for AI consumption, and 10x token reduction. Supports quantum-semantic mode with intelligent file categorization.
- [cyberchitta/llm-context.py](https://github.com/cyberchitta/llm-context.py) 🐍 🏠 - Share code context with LLMs via MCP or clipboard
- [exoticknight/mcp-file-merger](https://github.com/exoticknight/mcp-file-merger) 🏎️ 🏠 - File merger tool, suitable for AI chat length limits.
+- [efforthye/fast-filesystem-mcp](https://github.com/efforthye/fast-filesystem-mcp) 📇 🏠 🍎 🪟 🐧 - Advanced filesystem operations with large file handling capabilities and Claude-optimized features. Provides fast file reading/writing, sequential reading for large files, directory operations, file search, and streaming writes with backup & recovery.
- [filesystem@quarkiverse/quarkus-mcp-servers](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/filesystem) ☕ 🏠 - A filesystem allowing for browsing and editing files implemented in Java using Quarkus. Available as jar or native image.
- [hmk/box-mcp-server](https://github.com/hmk/box-mcp-server) 📇 ☁️ - Box integration for listing, reading and searching files
- [isaacphi/mcp-gdrive](https://github.com/isaacphi/mcp-gdrive) 📇 ☁️ - Model Context Protocol (MCP) Server for reading from Google Drive and editing Google Sheets.
From c64edf46fa9327b567306793d3ad592404f469e3 Mon Sep 17 00:00:00 2001
From: Alperen Adalar
Date: Thu, 21 Aug 2025 11:19:45 +0300
Subject: [PATCH 119/504] Add netops-mcp server to the README.md.
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 3e5083c7..8ed24183 100644
--- a/README.md
+++ b/README.md
@@ -272,6 +272,7 @@ Full coding agents that enable LLMs to read, edit, and execute code and solve ge
Run commands, capture output and otherwise interact with shells and command line tools.
+- [alpadalar/netops-mcp](https://github.com/alpadalar/netops-mcp) 🐍 🏠 - Comprehensive DevOps and networking MCP server providing standardized access to essential infrastructure tools. Features network monitoring, system diagnostics, automation workflows, and infrastructure management with AI-powered operational insights.
- [automateyournetwork/pyATS_MCP](https://github.com/automateyournetwork/pyATS_MCP) - Cisco pyATS server enabling structured, model-driven interaction with network devices.
- [aymericzip/intlayer](https://github.com/aymericzip/intlayer) 📇 ☁️ 🏠 - A MCP Server that enhance your IDE with AI-powered assistance for Intlayer i18n / CMS tool: smart CLI access, access to the docs.
- [ferrislucas/iterm-mcp](https://github.com/ferrislucas/iterm-mcp) 🖥️ 🛠️ 💬 - A Model Context Protocol server that provides access to iTerm. You can run commands and ask questions about what you see in the iTerm terminal.
From c9f091412bedd15076eabba72770f472af5928fb Mon Sep 17 00:00:00 2001
From: doobidoo
Date: Fri, 22 Aug 2025 08:04:36 +0200
Subject: [PATCH 120/504] Add MCP-Context-Provider and mcp-memory-service to
Knowledge & Memory section
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
- Added doobidoo/MCP-Context-Provider: Static server that provides persistent tool-specific context and rules for AI models
- Added doobidoo/mcp-memory-service: Universal memory service providing semantic search, persistent storage, and autonomous memory consolidation
Both servers are placed alphabetically in the Knowledge & Memory section following the contribution guidelines.
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude
---
README.md | 2 ++
1 file changed, 2 insertions(+)
diff --git a/README.md b/README.md
index 3e5083c7..2640404b 100644
--- a/README.md
+++ b/README.md
@@ -747,6 +747,8 @@ Persistent memory storage using knowledge graph structures. Enables AI models to
- [apecloud/ApeRAG](https://github.com/apecloud/ApeRAG) 🐍 ☁️ 🏠 - Production-ready RAG platform combining Graph RAG, vector search, and full-text search. Best choice for building your own Knowledge Graph and for Context Engineering
- [chatmcp/mcp-server-chatsum](https://github.com/chatmcp/mcp-server-chatsum) - Query and summarize your chat messages with AI prompts.
- [CheMiguel23/MemoryMesh](https://github.com/CheMiguel23/MemoryMesh) 📇 🏠 - Enhanced graph-based memory with a focus on AI role-play and story generation
+- [doobidoo/MCP-Context-Provider](https://github.com/doobidoo/MCP-Context-Provider) 📇 🏠 - Static server that provides persistent tool-specific context and rules for AI models
+- [doobidoo/mcp-memory-service](https://github.com/doobidoo/mcp-memory-service) 📇 🏠 - Universal memory service providing semantic search, persistent storage, and autonomous memory consolidation
- [entanglr/zettelkasten-mcp](https://github.com/entanglr/zettelkasten-mcp) 🐍 🏠 - A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, and search atomic notes through Claude and other MCP-compatible clients.
- [GistPad-MCP](https://github.com/lostintangent/gistpad-mcp) 📇 🏠 - Use GitHub Gists to manage and access your personal knowledge, daily notes, and reusable prompts. This acts as a companion to https://gistpad.dev and the [GistPad VS Code extension](https://aka.ms/gistpad).
- [graphlit-mcp-server](https://github.com/graphlit/graphlit-mcp-server) 📇 ☁️ - Ingest anything from Slack, Discord, websites, Google Drive, Linear or GitHub into a Graphlit project - and then search and retrieve relevant knowledge within an MCP client like Cursor, Windsurf or Cline.
From 22df24a890e8dcb397112b5faec7dd08747950f8 Mon Sep 17 00:00:00 2001
From: asmith26
Date: Fri, 22 Aug 2025 12:23:35 +0100
Subject: [PATCH 121/504] Add new server: jupytecad-mcp
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 3e5083c7..96782b2a 100644
--- a/README.md
+++ b/README.md
@@ -141,6 +141,7 @@ Access and explore art collections, cultural heritage, and museum databases. Ena
- [8enSmith/mcp-open-library](https://github.com/8enSmith/mcp-open-library) 📇 ☁️ - A MCP server for the Open Library API that enables AI assistants to search for book information.
- [abhiemj/manim-mcp-server](https://github.com/abhiemj/manim-mcp-server) 🐍 🏠 🪟 🐧 - A local MCP server that generates animations using Manim.
- [ahujasid/blender-mcp](https://github.com/ahujasid/blender-mcp) 🐍 - MCP server for working with Blender
+- [asmith26/jupytercad-mcp](https://github.com/asmith26/jupytercad-mcp) 🐍 🏠 🍎 🪟 🐧 - An MCP server for [JupyterCAD](https://github.com/jupytercad/JupyterCAD) that allows you to control it using LLMs/natural language.
- [burningion/video-editing-mcp](https://github.com/burningion/video-editing-mcp) 🐍 - Add, Analyze, Search, and Generate Video Edits from your Video Jungle Collection
- [cantian-ai/bazi-mcp](https://github.com/cantian-ai/bazi-mcp) 📇 🏠 ☁️ 🍎 🪟 - Provides comprehensive and accurate Bazi (Chinese Astrology) charting and analysis
- [cswkim/discogs-mcp-server](https://github.com/cswkim/discogs-mcp-server) 📇 ☁️ - MCP server to interact with the Discogs API
From fd050accfec7efabc79998726b99ada8bb91149f Mon Sep 17 00:00:00 2001
From: isnow890 <53589758+isnow890@users.noreply.github.com>
Date: Sat, 23 Aug 2025 00:33:29 +0900
Subject: [PATCH 122/504] Added Data4Library to Cloud Platform section
---
README-ko.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README-ko.md b/README-ko.md
index 95353314..2f200ecb 100644
--- a/README-ko.md
+++ b/README-ko.md
@@ -154,6 +154,7 @@
- [@flux159/mcp-server-kubernetes](https://github.com/Flux159/mcp-server-kubernetes) - 📇 ☁️/🏠 파드, 디플로이먼트, 서비스를 위한 쿠버네티스 클러스터 운영의 타입스크립트 구현
- [@manusa/Kubernetes MCP 서버](https://github.com/manusa/kubernetes-mcp-server) - 🏎️ 🏠 OpenShift를 추가로 지원하는 강력한 쿠버네티스 MCP 서버. **모든** 쿠버네티스 리소스에 대한 CRUD 작업을 제공하는 것 외에도, 이 서버는 클러스터와 상호 작용하기 위한 전문 도구를 제공합니다.
- [wenhuwang/mcp-k8s-eye](https://github.com/wenhuwang/mcp-k8s-eye) 🏎️ ☁️/🏠 쿠버네티스 관리 및 클러스터, 애플리케이션 상태 분석을 위한 MCP 서버
+- [isnow890/data4library-mcp](https://github.com/isnow890/data4library-mcp) 📇☁️ - 한국 도서관 정보나루 API를 위한 MCP 서버로, 전국 공공도서관 데이터, 도서 검색, 대출 현황, 독서 통계, GPS 기반 주변 도서관 검색 등 포괄적인 도서관 서비스를 제공합니다.
- [johnneerdael/netskope-mcp](https://github.com/johnneerdael/netskope-mcp) 🔒 ☁️ - Netskope Private Access 환경 내의 모든 Netskope Private Access 구성 요소에 대한 접근을 제공하는 MCP. 자세한 설정 정보와 사용법에 대한 LLM 예제 포함.
- [nwiizo/tfmcp](https://github.com/nwiizo/tfmcp) - 🦀 🏠 - AI 어시스턴트가 Terraform 환경을 관리하고 운영할 수 있게 하는 Terraform MCP 서버. 구성 읽기, 계획 분석, 구성 적용 및 Terraform 상태 관리를 가능하게 합니다.
- [silenceper/mcp-k8s](https://github.com/silenceper/mcp-k8s) 🏎️ ☁️/🏠 MCP-K8S는 AI 기반 Kubernetes 리소스 관리 도구로, 자연어 상호작용을 통해 사용자가 Kubernetes 클러스터의 모든 리소스(네이티브 리소스(예: Deployment, Service) 및 사용자 정의 리소스(CRD) 포함)를 운영할 수 있게 합니다. 복잡한 명령어를 외울 필요 없이 요구사항만 설명하면 AI가 해당 클러스터 작업을 정확하게 실행하여 Kubernetes의 사용성을 크게 향상시킵니다.
From aba61725d9b808140e0560e5d5a31be6e4969338 Mon Sep 17 00:00:00 2001
From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com>
Date: Fri, 22 Aug 2025 21:10:36 -0400
Subject: [PATCH 123/504] Update README.md
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 6e46bcf5..b93ce1ae 100644
--- a/README.md
+++ b/README.md
@@ -301,7 +301,7 @@ Integration with communication platforms for message management and channel oper
- [chigwell/telegram-mcp](https://github.com/chigwell/telegram-mcp) 🐍 🏠 - Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, sending messages and handling read status.
- [Danielpeter-99/calcom-mcp](https://github.com/Danielpeter-99/calcom-mcp) 🐍 🏠 - MCP server for Calcom. Manage event types, create bookings, and access Cal.com scheduling data through LLMs.
- [elie222/inbox-zero](https://github.com/elie222/inbox-zero/tree/main/apps/mcp-server) 🐍 ☁️ - An MCP server for Inbox Zero. Adds functionality on top of Gmail like finding out which emails you need to reply to or need to follow up on.
-- [gerkensm/callcenter.js-mcp](https://github.com/gerkensm/callcenter.js-mcp) 📇 ☁️ An MCP server to make phone calls using VoIP/SIP and OpenAI's Realtime API and observe the transcript.
+- [gerkensm/callcenter.js-mcp](https://github.com/gerkensm/callcenter.js-mcp) 📇 ☁️ - An MCP server to make phone calls using VoIP/SIP and OpenAI's Realtime API and observe the transcript.
- [gitmotion/ntfy-me-mcp](https://github.com/gitmotion/ntfy-me-mcp) 📇 ☁️ 🏠 - An ntfy MCP server for sending/fetching ntfy notifications to your self-hosted ntfy server from AI Agents 📤 (supports secure token auth & more - use with npx or docker!)
- [gotoolkits/wecombot](https://github.com/gotoolkits/mcp-wecombot-server.git) 🚀 ☁️ - An MCP server application that sends various types of messages to the WeCom group robot.
- [hannesrudolph/imessage-query-fastmcp-mcp-server](https://github.com/hannesrudolph/imessage-query-fastmcp-mcp-server) 🐍 🏠 🍎 - An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP), enabling LLMs to query and analyze iMessage conversations with proper phone number validation and attachment handling
From 483b415d6058bc8c6d14497f92c69b3beda462cf Mon Sep 17 00:00:00 2001
From: Sylvain Guillet
Date: Sat, 23 Aug 2025 17:33:15 +0200
Subject: [PATCH 124/504] Add Aerospace & Astrodynamics section with
IO-Aerospace MCP server
---
README.md | 4 ++++
1 file changed, 4 insertions(+)
diff --git a/README.md b/README.md
index b93ce1ae..2e820c86 100644
--- a/README.md
+++ b/README.md
@@ -134,6 +134,10 @@ Servers for accessing many apps and tools through a single MCP server.
- [wegotdocs/open-mcp](https://github.com/wegotdocs/open-mcp) 📇 🏠 🍎 🪟 🐧 - Turn a web API into an MCP server in 10 seconds and add it to the open source registry: https://open-mcp.org
- [Data-Everything/mcp-server-templates](https://github.com/Data-Everything/mcp-server-templates) 📇 🏠 🍎 🪟 🐧 - One server. All tools. A unified MCP platform that connects many apps, tools, and services behind one powerful interface—ideal for local devs or production agents.
+### 🚀 Aerospace & Astrodynamics
+
+- [IO-Aerospace-software-engineering/mcp-server](https://github.com/IO-Aerospace-software-engineering/mcp-server) #️⃣ ☁️/🏠 🐧 - IO Aerospace MCP Server: a .NET-based MCP server for aerospace & astrodynamics — ephemeris, orbital conversions, DSS tools, time conversions, and unit/math utilities. Supports STDIO and SSE transports; Docker and native .NET deployment documented.
+
### 🎨 Art & Culture
Access and explore art collections, cultural heritage, and museum databases. Enables AI models to search and analyze artistic and cultural content.
From 75b09d2ae48f632b638eb4e13bdac4bb9a194283 Mon Sep 17 00:00:00 2001
From: Sylvain Guillet
Date: Sat, 23 Aug 2025 17:37:52 +0200
Subject: [PATCH 125/504] Fix link to IO Aerospace MCP Server repository in
Aerospace & Astrodynamics section
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 2e820c86..b667671e 100644
--- a/README.md
+++ b/README.md
@@ -136,7 +136,7 @@ Servers for accessing many apps and tools through a single MCP server.
### 🚀 Aerospace & Astrodynamics
-- [IO-Aerospace-software-engineering/mcp-server](https://github.com/IO-Aerospace-software-engineering/mcp-server) #️⃣ ☁️/🏠 🐧 - IO Aerospace MCP Server: a .NET-based MCP server for aerospace & astrodynamics — ephemeris, orbital conversions, DSS tools, time conversions, and unit/math utilities. Supports STDIO and SSE transports; Docker and native .NET deployment documented.
+- [IO-Aerospace-software-community/mcp-server](https://github.com/IO-Aerospace-software-engineering/mcp-server) #️⃣ ☁️/🏠 🐧 - IO Aerospace MCP Server: a .NET-based MCP server for aerospace & astrodynamics — ephemeris, orbital conversions, DSS tools, time conversions, and unit/math utilities. Supports STDIO and SSE transports; Docker and native .NET deployment documented.
### 🎨 Art & Culture
From 98cccca645fe1ae90f9f655ee81a1984ceb96392 Mon Sep 17 00:00:00 2001
From: Wyatt Johnson
Date: Sat, 23 Aug 2025 13:33:30 -0600
Subject: [PATCH 126/504] feat: add jmap-mcp to Communication section
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index b667671e..455360df 100644
--- a/README.md
+++ b/README.md
@@ -320,6 +320,7 @@ Integration with communication platforms for message management and channel oper
- [lharries/whatsapp-mcp](https://github.com/lharries/whatsapp-mcp) 🐍 🏎️ - An MCP server for searching your personal WhatsApp messages, contacts and sending messages to individuals or groups
- [line/line-bot-mcp-server](https://github.com/line/line-bot-mcp-server) 🎖 📇 ☁️ - MCP Server for Integrating LINE Official Account
- [OverQuotaAI/chatterboxio-mcp-server](https://github.com/OverQuotaAI/chatterboxio-mcp-server) 📇 ☁️ - MCP server implementation for ChatterBox.io, enabling AI agents to send bots to online meetings (Zoom, Google Meet) and obtain transcripts and recordings.
+- [wyattjoh/jmap-mcp](https://github.com/wyattjoh/jmap-mcp) 📇 ☁️ - A Model Context Protocol (MCP) server that provides tools for interacting with JMAP (JSON Meta Application Protocol) email servers. Built with Deno and using the jmap-jam client library.
- [sawa-zen/vrchat-mcp](https://github.com/sawa-zen/vrchat-mcp) - 📇 🏠 This is an MCP server for interacting with the VRChat API. You can retrieve information about friends, worlds, avatars, and more in VRChat.
- [softeria/ms-365-mcp-server](https://github.com/softeria/ms-365-mcp-server) 📇 ☁️ - MCP server that connects to Microsoft Office and the whole Microsoft 365 suite using Graph API (including Outlook, mail, files, Excel, calendar)
- [saseq/discord-mcp](https://github.com/SaseQ/discord-mcp) ☕ 📇 🏠 💬 - A MCP server for the Discord integration. Enable your AI assistants to seamlessly interact with Discord. Enhance your Discord experience with powerful automation capabilities.
From 55febb8c60ba946993819c3786c63f0af8e8962d Mon Sep 17 00:00:00 2001
From: Wyatt Johnson
Date: Sat, 23 Aug 2025 13:34:09 -0600
Subject: [PATCH 127/504] feat: add imessage-mcp to Communication section
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index b667671e..b09611dd 100644
--- a/README.md
+++ b/README.md
@@ -320,6 +320,7 @@ Integration with communication platforms for message management and channel oper
- [lharries/whatsapp-mcp](https://github.com/lharries/whatsapp-mcp) 🐍 🏎️ - An MCP server for searching your personal WhatsApp messages, contacts and sending messages to individuals or groups
- [line/line-bot-mcp-server](https://github.com/line/line-bot-mcp-server) 🎖 📇 ☁️ - MCP Server for Integrating LINE Official Account
- [OverQuotaAI/chatterboxio-mcp-server](https://github.com/OverQuotaAI/chatterboxio-mcp-server) 📇 ☁️ - MCP server implementation for ChatterBox.io, enabling AI agents to send bots to online meetings (Zoom, Google Meet) and obtain transcripts and recordings.
+- [wyattjoh/imessage-mcp](https://github.com/wyattjoh/imessage-mcp) 📇 🏠 🍎 - A Model Context Protocol server for reading iMessage data from macOS.
- [sawa-zen/vrchat-mcp](https://github.com/sawa-zen/vrchat-mcp) - 📇 🏠 This is an MCP server for interacting with the VRChat API. You can retrieve information about friends, worlds, avatars, and more in VRChat.
- [softeria/ms-365-mcp-server](https://github.com/softeria/ms-365-mcp-server) 📇 ☁️ - MCP server that connects to Microsoft Office and the whole Microsoft 365 suite using Graph API (including Outlook, mail, files, Excel, calendar)
- [saseq/discord-mcp](https://github.com/SaseQ/discord-mcp) ☕ 📇 🏠 💬 - A MCP server for the Discord integration. Enable your AI assistants to seamlessly interact with Discord. Enhance your Discord experience with powerful automation capabilities.
From 200b7e1dce01e301d33063c4fc13bd5d55bd9f9a Mon Sep 17 00:00:00 2001
From: Wyatt Johnson
Date: Sat, 23 Aug 2025 13:34:55 -0600
Subject: [PATCH 128/504] feat: add jsr-mcp to Developer Tools section
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index b667671e..89ccb176 100644
--- a/README.md
+++ b/README.md
@@ -460,6 +460,7 @@ Tools and integrations that enhance the development workflow and environment man
- [api7/apisix-mcp](https://github.com/api7/apisix-mcp) 🎖️ 📇 🏠 MCP Server that support for querying and managing all resource in [Apache APISIX](https://github.com/apache/apisix).
- [ArchAI-Labs/fastmcp-sonarqube-metrics](https://github.com/ArchAI-Labs/fastmcp-sonarqube-metrics) 🐍 🏠 🪟 🐧 🍎 - A Model Context Protocol (MCP) server that provides a set of tools for retrieving information about SonarQube projects like metrics (actual and historical), issues, health status.
- [artmann/package-registry-mcp](https://github.com/artmann/package-registry-mcp) 🏠 📇 🍎 🪟 🐧 - MCP server for searching and getting up-to-date information about NPM, Cargo, PyPi, and NuGet packages.
+- [wyattjoh/jsr-mcp](https://github.com/wyattjoh/jsr-mcp) 📇 ☁️ - Model Context Protocol server for the JSR (JavaScript Registry)
- [augmnt/augments-mcp-server](https://github.com/augmnt/augments-mcp-server) 📇 ☁️ 🏠 - Transform Claude Code with intelligent, real-time access to 90+ framework documentation sources. Get accurate, up-to-date code generation that follows current best practices for React, Next.js, Laravel, FastAPI, Tailwind CSS, and more.
- [automation-ai-labs/mcp-link](https://github.com/automation-ai-labs/mcp-link) 🏎️ 🏠 - Seamlessly Integrate Any API with AI Agents (with OpenAPI Schema)
- [axliupore/mcp-code-runner](https://github.com/axliupore/mcp-code-runner) 📇 🏠 - An MCP server for running code locally via Docker and supporting multiple programming languages.
From 0ca6faf023254cc3f2f032bb3a4a9f38c26af010 Mon Sep 17 00:00:00 2001
From: Wyatt Johnson
Date: Sat, 23 Aug 2025 13:35:35 -0600
Subject: [PATCH 129/504] feat: add calendar-mcp to Workplace & Productivity
section
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index b667671e..49409b6b 100644
--- a/README.md
+++ b/README.md
@@ -1049,6 +1049,7 @@ Interact with Git repositories and version control platforms. Enables repository
- [bivex/kanboard-mcp](https://github.com/bivex/kanboard-mcp) 🏎️ ☁️ 🏠 - A Model Context Protocol (MCP) server written in Go that empowers AI agents and Large Language Models (LLMs) to seamlessly interact with Kanboard. It transforms natural language commands into Kanboard API calls, enabling intelligent automation of project, task, and user management, streamlining workflows, and enhancing productivity.
- [giuseppe-coco/Google-Workspace-MCP-Server](https://github.com/giuseppe-coco/Google-Workspace-MCP-Server) 🐍 ☁️ 🍎 🪟 🐧 - MCP server that seamlessly interacts with your Google Calendar, Gmail, Drive and so on.
+- [wyattjoh/calendar-mcp](https://github.com/wyattjoh/calendar-mcp) 📇 🏠 🍎 - MCP server for accessing macOS Calendar events
- [MarkusPfundstein/mcp-gsuite](https://github.com/MarkusPfundstein/mcp-gsuite) 🐍 ☁️ - Integration with gmail and Google Calendar.
- [takumi0706/google-calendar-mcp](https://github.com/takumi0706/google-calendar-mcp) 📇 ☁️ - An MCP server to interface with the Google Calendar API. Based on TypeScript.
- [taylorwilsdon/google_workspace_mcp](https://github.com/taylorwilsdon/google_workspace_mcp) 🐍 ☁️ 🍎 🪟 🐧 - Comprehensive Google Workspace MCP server with full support for Google Calendar, Drive, Gmail, and Docs, Forms, Chats, Slides and Sheets over stdio, Streamable HTTP and SSE transports.
From b6c1178c4af403137053e10c1a141344ab0fb673 Mon Sep 17 00:00:00 2001
From: Jonathan Dickinson
Date: Sun, 24 Aug 2025 20:51:05 -0700
Subject: [PATCH 130/504] Add simplemem server project to README
Add simplemem to the README. This is a very simple memory system that supports semantic search, and semantic back-links. It is designed primarily for coding agents.
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 83d93517..082e697e 100644
--- a/README.md
+++ b/README.md
@@ -760,6 +760,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to
- [graphlit-mcp-server](https://github.com/graphlit/graphlit-mcp-server) 📇 ☁️ - Ingest anything from Slack, Discord, websites, Google Drive, Linear or GitHub into a Graphlit project - and then search and retrieve relevant knowledge within an MCP client like Cursor, Windsurf or Cline.
- [hannesrudolph/mcp-ragdocs](https://github.com/hannesrudolph/mcp-ragdocs) 🐍 🏠 - An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context
- [jinzcdev/markmap-mcp-server](https://github.com/jinzcdev/markmap-mcp-server) 📇 🏠 - An MCP server built on [markmap](https://github.com/markmap/markmap) that converts **Markdown** to interactive **mind maps**. Supports multi-format exports (PNG/JPG/SVG), live browser preview, one-click Markdown copy, and dynamic visualization features.
+- [jcdickinson/simplemem](https://github.com/jcdickinson/simplemem) 🏎️ ☁️ 🐧 - A simple memory tool for coding agents using DuckDB and VoyageAI.
- [kaliaboi/mcp-zotero](https://github.com/kaliaboi/mcp-zotero) 📇 ☁️ - A connector for LLMs to work with collections and sources on your Zotero Cloud
- [mem0ai/mem0-mcp](https://github.com/mem0ai/mem0-mcp) 🐍 🏠 - A Model Context Protocol server for Mem0 that helps manage coding preferences and patterns, providing tools for storing, retrieving and semantically handling code implementations, best practices and technical documentation in IDEs like Cursor and Windsurf
- [modelcontextprotocol/server-memory](https://github.com/modelcontextprotocol/servers/tree/main/src/memory) 📇 🏠 - Knowledge graph-based persistent memory system for maintaining context
From 6e3f1642f84f3ac2cc281a7ed18f1dfe0276a19d Mon Sep 17 00:00:00 2001
From: pibblokto
Date: Mon, 25 Aug 2025 13:33:41 +0300
Subject: [PATCH 131/504] add cert-manager-mcp to Cloud Platforms section
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 83d93517..d80b7e26 100644
--- a/README.md
+++ b/README.md
@@ -222,6 +222,7 @@ Cloud platform service integration. Enables management and interaction with clou
- [manusa/Kubernetes MCP Server](https://github.com/manusa/kubernetes-mcp-server) 🏎️ 🏠 A - powerful Kubernetes MCP server with additional support for OpenShift. Besides providing CRUD operations for **any** Kubernetes resource, this server provides specialized tools to interact with your cluster.
- [Nebula-Block-Data/nebulablock-mcp-server](https://github.com/Nebula-Block-Data/nebulablock-mcp-server) 📇 🏠 - integrates with the fastmcp library to expose the full range of NebulaBlock API functionalities as accessible tools
- [nwiizo/tfmcp](https://github.com/nwiizo/tfmcp) - 🦀 🏠 - A Terraform MCP server allowing AI assistants to manage and operate Terraform environments, enabling reading configurations, analyzing plans, applying configurations, and managing Terraform state.
+- [pibblokto/cert-manager-mcp-server](https://github.com/pibblokto/cert-manager-mcp-server) 🐍 🍎/🐧 ☁️ - mcp server for [cert-manager](https://github.com/cert-manager/cert-manager) management and troubleshooting
- [portainer/portainer-mcp](https://github.com/portainer/portainer-mcp) 🏎️ ☁️/🏠 - A powerful MCP server that enables AI assistants to seamlessly interact with Portainer instances, providing natural language access to container management, deployment operations, and infrastructure monitoring capabilities.
- [pulumi/mcp-server](https://github.com/pulumi/mcp-server) 🎖️ 📇 🏠 - MCP server for interacting with Pulumi using the Pulumi Automation API and Pulumi Cloud API. Enables MCP clients to perform Pulumi operations like retrieving package information, previewing changes, deploying updates, and retrieving stack outputs programmatically.
- [pythonanywhere/pythonanywhere-mcp-server](https://github.com/pythonanywhere/pythonanywhere-mcp-server) 🐍 🏠 - MCP server implementation for PythonAnywhere cloud platform.
From 2ea1d62f2318fffdcf35d525d79aa8a8ffdf43dd Mon Sep 17 00:00:00 2001
From: Denis Bondarenko <59018563+Scoteezy@users.noreply.github.com>
Date: Mon, 25 Aug 2025 14:04:01 +0300
Subject: [PATCH 132/504] Add triplyfy-mcp to servers list
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 83d93517..5517399a 100644
--- a/README.md
+++ b/README.md
@@ -1032,6 +1032,7 @@ Access to travel and transportation information. Enables querying schedules, rou
- [Pradumnasaraf/aviationstack-mcp](https://github.com/Pradumnasaraf/aviationstack-mcp) 🐍 ☁️ 🍎 🪟 🐧 - An MCP server using the AviationStack API to fetch real-time flight data including airline flights, airport schedules, future flights and aircraft types.
- [r-huijts/ns-mcp-server](https://github.com/r-huijts/ns-mcp-server) 📇 ☁️ - Access Dutch Railways (NS) travel information, schedules, and real-time updates
- [skedgo/tripgo-mcp-server](https://github.com/skedgo/tripgo-mcp-server) 📇 ☁️ - Provides tools from the TripGo API for multi-modal trip planning, transport locations, and public transport departures, including real-time information.
+- [helpful-AIs/triplyfy-mcp](https://github.com/helpful-AIs/triplyfy-mcp) 📇 ☁️ - An MCP server that lets LLMs plan and manage itineraries with interactive maps in Triplyfy; manage itineraries, places and notes, and search/save flights.
- [srinath1510/alltrails-mcp-server](https://github.com/srinath1510/alltrails-mcp-server) 🐍 ☁️ - A MCP server that provides access to AllTrails data, allowing you to search for hiking trails and get detailed trail information
### 🔄 Version Control
From 8831ec12ae0c611c2288f0ca4829393418a2d511 Mon Sep 17 00:00:00 2001
From: Christian Queinnec
Date: Tue, 26 Aug 2025 09:34:03 +0200
Subject: [PATCH 133/504] add new trinvmcp server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 83d93517..7441dcf4 100644
--- a/README.md
+++ b/README.md
@@ -779,6 +779,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to
Location-based services and mapping tools. Enables AI models to work with geographic data, weather information, and location-based analytics.
- [briandconnelly/mcp-server-ipinfo](https://github.com/briandconnelly/mcp-server-ipinfo) 🐍 ☁️ - IP address geolocation and network information using IPInfo API
+- [cqtrinv/trinvmcp](https://github.com/cqtrinv/trinvmcp) 📇 ☁️ - Explore French communes and cadastral parcels based on name and surface
- [devilcoder01/weather-mcp-server](https://github.com/devilcoder01/weather-mcp-server) 🐍 ☁️ - Access real-time weather data for any location using the WeatherAPI.com API, providing detailed forecasts and current conditions.
- [ip2location/mcp-ip2location-io](https://github.com/ip2location/mcp-ip2location-io) 🐍 ☁️ - Official IP2Location.io MCP server to obtain the geolocation, proxy and network information of an IP address utilizing IP2Location.io API.
- [ipfind/ipfind-mcp-server](https://github.com/ipfind/ipfind-mcp-server) 🐍 ☁️ - IP Address location service using the [IP Find](https://ipfind.com) API
From 84541179696b2d2d24accec8ca761fd4acc4fe4b Mon Sep 17 00:00:00 2001
From: Dhruv Vakharwala
Date: Tue, 26 Aug 2025 22:58:39 +0530
Subject: [PATCH 134/504] Add new google-mcp server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 5517399a..81d572b5 100644
--- a/README.md
+++ b/README.md
@@ -1058,6 +1058,7 @@ Interact with Git repositories and version control platforms. Enables repository
- [takumi0706/google-calendar-mcp](https://github.com/takumi0706/google-calendar-mcp) 📇 ☁️ - An MCP server to interface with the Google Calendar API. Based on TypeScript.
- [taylorwilsdon/google_workspace_mcp](https://github.com/taylorwilsdon/google_workspace_mcp) 🐍 ☁️ 🍎 🪟 🐧 - Comprehensive Google Workspace MCP server with full support for Google Calendar, Drive, Gmail, and Docs, Forms, Chats, Slides and Sheets over stdio, Streamable HTTP and SSE transports.
- [tubasasakunn/context-apps-mcp](https://github.com/tubasasakunn/context-apps-mcp) 📇 🏠 🍎 🪟 🐧 - AI-powered productivity suite connecting Todo, Idea, Journal, and Timer apps with Claude via Model Context Protocol.
+- [vakharwalad23/google-mcp](https://github.com/vakharwalad23/google-mcp) 📇 ☁️ - Collection of Google-native tools (Gmail, Calendar, Drive, Tasks) for MCP with OAuth management, automated token refresh, and auto re-authentication capabilities.
### 🛠️ Other Tools and Integrations
From 9c0f0580a3c8a84d295633995ea847d9cb5bc259 Mon Sep 17 00:00:00 2001
From: dpetruchik
Date: Tue, 26 Aug 2025 22:37:27 +0300
Subject: [PATCH 135/504] Add Linked API MCP server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 5517399a..e870df70 100644
--- a/README.md
+++ b/README.md
@@ -888,6 +888,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [kshern/mcp-tavily](https://github.com/kshern/mcp-tavily.git) ☁️ 📇 – Tavily AI search API
- [leehanchung/bing-search-mcp](https://github.com/leehanchung/bing-search-mcp) 📇 ☁️ - Web search capabilities using Microsoft Bing Search API
- [lfnovo/content-core](https://github.com/lfnovo/content-core) 🐍 🏠 - Extract content from URLs, documents, videos, and audio files using intelligent auto-engine selection. Supports web pages, PDFs, Word docs, YouTube transcripts, and more with structured JSON responses.
+- [Linked-API/linkedapi-mcp](https://github.com/Linked-API/linkedapi-mcp) 🎖️📇☁️ - MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data.
- [luminati-io/brightdata-mcp](https://github.com/luminati-io/brightdata-mcp) 📇 ☁️ - Discover, extract, and interact with the web - one interface powering automated access across the public internet.
- [mikechao/brave-search-mcp](https://github.com/mikechao/brave-search-mcp) 📇 ☁️ - Web, Image, News, Video, and Local Point of Interest search capabilities using Brave's Search API
- [modelcontextprotocol/server-brave-search](https://github.com/modelcontextprotocol/servers/tree/main/src/brave-search) 📇 ☁️ - Web search capabilities using Brave's Search API
From 443602ffd74161e2eff0394b407a175c7df4c152 Mon Sep 17 00:00:00 2001
From: Keshav Arora
Date: Wed, 27 Aug 2025 19:29:51 +0530
Subject: [PATCH 136/504] Update README.md
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 5517399a..74a757e9 100644
--- a/README.md
+++ b/README.md
@@ -710,6 +710,7 @@ Provides direct access to local file systems with configurable permissions. Enab
- [openMF/mcp-mifosx](https://github.com/openMF/mcp-mifosx) ☁️ 🏠 - A core banking integration for managing clients, loans, savings, shares, financial transactions and generating financial reports.
- [polygon-io/mcp_polygon)](https://github.com/polygon-io/mcp_polygon)) 🐍 ☁️ - An MCP server that provides access to [Polygon.io](https://polygon.io/) financial market data APIs for stocks, indices, forex, options, and more.
- [pwh-pwh/coin-mcp-server](https://github.com/pwh-pwh/coin-mcp-server) 🐍 ☁️ - Bitget API to fetch cryptocurrency price.
+- [QuantConnect/mcp-server](https://github.com/QuantConnect/mcp-server) 🐍 ☁️ – A Dockerized Python MCP server that bridges your local AI (e.g., Claude Desktop, etc) with the QuantConnect API—empowering you to create projects, backtest strategies, manage collaborators, and deploy live-trading workflows directly via natural-language prompts.
- [QuantGeekDev/coincap-mcp](https://github.com/QuantGeekDev/coincap-mcp) 📇 ☁️ - Real-time cryptocurrency market data integration using CoinCap's public API, providing access to crypto prices and market information without API keys
- [QuentinCody/braintree-mcp-server](https://github.com/QuentinCody/braintree-mcp-server) 🐍 - Unofficial PayPal Braintree payment gateway MCP Server for AI agents to process payments, manage customers, and handle transactions securely.
- [RomThpt/xrpl-mcp-server](https://github.com/RomThpt/mcp-xrpl) 📇 ☁️ - MCP server for the XRP Ledger that provides access to account information, transaction history, and network data. Allows querying ledger objects, submitting transactions, and monitoring the XRPL network.
From 9b9f78eec30e4a9a5c76f8255f41b6b08d5d6821 Mon Sep 17 00:00:00 2001
From: osinmv <31288523+osinmv@users.noreply.github.com>
Date: Thu, 28 Aug 2025 15:56:47 -0400
Subject: [PATCH 137/504] Added function lookup mcp server by osinmv
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 5517399a..fa3766a3 100644
--- a/README.md
+++ b/README.md
@@ -1143,6 +1143,7 @@ Interact with Git repositories and version control platforms. Enables repository
- [offorte/offorte-mcp-server](https://github.com/offorte/offorte-mcp-server) 🎖️ 📇 ☁️ 🍎 🪟 🐧 - The Offorte Proposal Software MCP server enables creation and sending of business proposals.
- [olalonde/mcp-human](https://github.com/olalonde/mcp-human) 📇 ☁️ - When your LLM needs human assistance (through AWS Mechanical Turk)
- [orellazi/coda-mcp](https://github.com/orellazri/coda-mcp) 📇 ☁️ - MCP server for [Coda](https://coda.io/)
+- [osinmv/funciton-lookup-mcp](https://github.com/osinmv/function-lookup-mcp) 🐍 🏠 🍎 🐧 - MCP server for function signature lookups.
- [pierrebrunelle/mcp-server-openai](https://github.com/pierrebrunelle/mcp-server-openai) 🐍 ☁️ - Query OpenAI models directly from Claude using MCP protocol
- [pskill9/hn-server](https://github.com/pskill9/hn-server) - 📇 ☁️ Parses the HTML content from news.ycombinator.com (Hacker News) and provides structured data for different types of stories (top, new, ask, show, jobs).
- [PV-Bhat/vibe-check-mcp-server](https://github.com/PV-Bhat/vibe-check-mcp-server) 📇 ☁️ - An MCP server that prevents cascading errors and scope creep by calling a "Vibe-check" agent to ensure user alignment.
From f110df6cfdb1e0fb7057de774a39945d384f124e Mon Sep 17 00:00:00 2001
From: Phenomenon
Date: Fri, 29 Aug 2025 14:35:37 +0530
Subject: [PATCH 138/504] add Hive Intelligence MCP
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index fa3766a3..9324c8ff 100644
--- a/README.md
+++ b/README.md
@@ -728,6 +728,7 @@ Provides direct access to local file systems with configurable permissions. Enab
- [zolo-ryan/MarketAuxMcpServer](https://github.com/Zolo-Ryan/MarketAuxMcpServer) 📇 ☁️ - MCP server for comprehensive market and financial news search with advanced filtering by symbols, industries, countries, and date ranges.
- [JamesANZ/prediction-market-mcp](https://github.com/JamesANZ/prediction-market-mcp) 📇 ☁️ - An MCP server that provides real-time prediction market data from multiple platforms including Polymarket, PredictIt, and Kalshi. Enables AI assistants to query current odds, prices, and market information through a unified interface.
- [JamesANZ/bitcoin-mcp](https://github.com/JamesANZ/bitcoin-mcp) 📇 🏠 - An MCP server that enables AI models to query the Bitcoin blockchain.
+- [hive-intel/hive-crypto-mcp](https://github.com/hive-intel/hive-crypto-mcp) 📇 ☁️ 🏠 - Hive Intelligence: Ultimate cryptocurrency MCP for AI assistants with unified access to crypto, DeFi, and Web3 analytics
### 🎮 Gaming
From 429cfaa74d84318a6fb2d19c1383258bfd18c593 Mon Sep 17 00:00:00 2001
From: Alex
Date: Fri, 29 Aug 2025 15:14:48 +0300
Subject: [PATCH 139/504] Add deploy-mcp to Developer Tools section
deploy-mcp provides universal deployment tracking for AI assistants with live status badges and deployment monitoring for Vercel, Netlify, and Cloudflare Pages.
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index fa3766a3..b1a9b3ca 100644
--- a/README.md
+++ b/README.md
@@ -479,6 +479,7 @@ Tools and integrations that enhance the development workflow and environment man
- [davidan90/time-node-mcp](https://github.com/davidan90/time-node-mcp) 📇 🏠 - Timezone-aware date and time operations with support for IANA timezones, timezone conversion, and Daylight Saving Time handling.
- [davidlin2k/pox-mcp-server](https://github.com/davidlin2k/pox-mcp-server) 🐍 🏠 - MCP server for the POX SDN controller to provides network control and management capabilities.
- [delano/postman-mcp-server](https://github.com/delano/postman-mcp-server) 📇 ☁️ - Interact with [Postman API](https://www.postman.com/postman/postman-public-workspace/)
+- [deploy-mcp/deploy-mcp](https://github.com/alexpota/deploy-mcp) 📇 ☁️ 🏠 - Universal deployment tracker for AI assistants with live status badges and deployment monitoring
- [docker/hub-mcp](https://github.com/docker/hub-mcp) 🎖️ 📇 ☁️ 🏠 - Official MCP server to interact with Docker Hub, providing access to repositories, hub search and Docker Hardened Images
- [endorhq/cli](https://github.com/endorhq/cli) 📇 ☁️ 🏠 🪟 🐧 🍎 - Endor lets your AI agents run services like MariaDB, Postgres, Redis, Memcached, Alpine, or Valkey in isolated sandboxes. Get pre-configured applications that boot in less than 5 seconds.
- [flipt-io/mcp-server-flipt](https://github.com/flipt-io/mcp-server-flipt) 📇 🏠 - Enable AI assistants to interact with your feature flags in [Flipt](https://flipt.io).
From dc503e669cd74bb75a97e4fc1baaa4a93798ba47 Mon Sep 17 00:00:00 2001
From: Jaerong Ahn
Date: Fri, 29 Aug 2025 12:23:34 -0500
Subject: [PATCH 140/504] feat: :memo: Add OHNLP/omop_mcp to Biology, Medicine
and Bioinformatics section
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 5517399a..29168201 100644
--- a/README.md
+++ b/README.md
@@ -168,6 +168,7 @@ Access and explore art collections, cultural heritage, and museum databases. Ena
- [longevity-genie/synergy-age-mcp](https://github.com/longevity-genie/synergy-age-mcp) 🎖️ 🐍 🏠 ☁️ - MCP server for the SynergyAge database of synergistic and antagonistic genetic interactions in longevity.
- [wso2/fhir-mcp-server](https://github.com/wso2/fhir-mcp-server) 🐍 🏠 ☁️ - Model Context Protocol server for Fast Healthcare Interoperability Resources (FHIR) APIs. Provides seamless integration with FHIR servers, enabling AI assistants to search, retrieve, create, update, and analyze clinical healthcare data with SMART-on-FHIR authentication support.
- [JamesANZ/medical-mcp](https://github.com/JamesANZ/medical-mcp) 📇 🏠 - An MCP server that provides access to medical information, drug databases, and healthcare resources. Enables AI assistants to query medical data, drug interactions, and clinical guidelines.
+- [OHNLP/omop_mcp](https://github.com/OHNLP/omop_mcp) 🐍 🏠 ☁️ - Map clinical terminology to OMOP concepts using LLMs for healthcare data standardization and interoperability.
### 📂 Browser Automation
From a093a26095e1e79c490f02aa3787379b9e49a4b4 Mon Sep 17 00:00:00 2001
From: Stephen Mwangi
Date: Sat, 30 Aug 2025 13:44:04 +0300
Subject: [PATCH 141/504] Add Sourcerer MCP
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index ecee7494..74810ca3 100644
--- a/README.md
+++ b/README.md
@@ -549,6 +549,7 @@ Tools and integrations that enhance the development workflow and environment man
- [sequa-ai/sequa-mcp](https://github.com/sequa-ai/sequa-mcp) 📇 ☁️ 🐧 🍎 🪟 - Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools know your entire codebase and docs out of the box.
- [snaggle-ai/openapi-mcp-server](https://github.com/snaggle-ai/openapi-mcp-server) 🏎️ 🏠 - Connect any HTTP/REST API server using an Open API spec (v3)
- [spacecode-ai/SpaceBridge-MCP](https://github.com/spacecode-ai/SpaceBridge-MCP) 🐍 🏠 🍎 🐧 - Bring structure and preserve context in vibe coding by automatically tracking issues.
+- [st3v3nmw/sourcerer-mcp](https://github.com/st3v3nmw/sourcerer-mcp) 🏎️ ☁️ - MCP for semantic code search & navigation that reduces token waste
- [stass/lldb-mcp](https://github.com/stass/lldb-mcp) 🐍 🏠 🐧 🍎 - A MCP server for LLDB enabling AI binary and core file analysis, debugging, disassembling.
- [TencentEdgeOne/edgeone-pages-mcp](https://github.com/TencentEdgeOne/edgeone-pages-mcp) 📇 ☁️ - An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL.
- [tgeselle/bugsnag-mcp](https://github.com/tgeselle/bugsnag-mcp) 📇 ☁️ - An MCP server for interacting with [Bugsnag](https://www.bugsnag.com/)
From c5e4e2f6824d3a6d0ff96461aef9de977a47c30a Mon Sep 17 00:00:00 2001
From: Rick <1450685+LinuxSuRen@users.noreply.github.com>
Date: Sun, 31 Aug 2025 15:24:39 +0800
Subject: [PATCH 142/504] docs: add new mcp server: atest-mcp-server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index ecee7494..65fb1fa7 100644
--- a/README.md
+++ b/README.md
@@ -575,6 +575,7 @@ Tools and integrations that enhance the development workflow and environment man
- [zcaceres/fetch-mcp](https://github.com/zcaceres/fetch-mcp) 📇 🏠 - An MCP server to flexibly fetch JSON, text, and HTML data
- [zenml-io/mcp-zenml](https://github.com/zenml-io/mcp-zenml) 🐍 🏠 ☁️ - An MCP server to connect with your [ZenML](https://www.zenml.io) MLOps and LLMOps pipelines
- [zillow/auto-mobile](https://github.com/zillow/auto-mobile) 📇 🏠 🐧 - Tool suite built around an MCP server for Android automation for developer workflow and testing
+- [linuxsuren/atest-mcp-server](https://github.com/LinuxSuRen/atest-mcp-server) - An MCP server to manage test suites and cases, which is an alternative to Postman.
### 🔒 Delivery
From c0dc7d06feedb4d58ec676ca20129d777f37dc47 Mon Sep 17 00:00:00 2001
From: Keshav Arora
Date: Sun, 31 Aug 2025 15:20:57 +0530
Subject: [PATCH 143/504] added mifos-mcp-self-service
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index ecee7494..f79538c0 100644
--- a/README.md
+++ b/README.md
@@ -709,6 +709,7 @@ Provides direct access to local file systems with configurable permissions. Enab
- [narumiruna/yfinance-mcp](https://github.com/narumiruna/yfinance-mcp) 🐍 ☁️ - An MCP server that uses yfinance to obtain information from Yahoo Finance.
- [OctagonAI/octagon-mcp-server](https://github.com/OctagonAI/octagon-mcp-server) 🐍 ☁️ - Octagon AI Agents to integrate private and public market data
- [openMF/mcp-mifosx](https://github.com/openMF/mcp-mifosx) ☁️ 🏠 - A core banking integration for managing clients, loans, savings, shares, financial transactions and generating financial reports.
+- [openMF/mcp-mifosx-self-service](https://github.com/openMF/mcp-mifosx-self-service) 📱 🔑 - A self-service integration for user registration, authentication, account management, transactions, and third-party transfers with Apache Fineract.
- [polygon-io/mcp_polygon)](https://github.com/polygon-io/mcp_polygon)) 🐍 ☁️ - An MCP server that provides access to [Polygon.io](https://polygon.io/) financial market data APIs for stocks, indices, forex, options, and more.
- [pwh-pwh/coin-mcp-server](https://github.com/pwh-pwh/coin-mcp-server) 🐍 ☁️ - Bitget API to fetch cryptocurrency price.
- [QuantGeekDev/coincap-mcp](https://github.com/QuantGeekDev/coincap-mcp) 📇 ☁️ - Real-time cryptocurrency market data integration using CoinCap's public API, providing access to crypto prices and market information without API keys
From 3f56289f1a195a47356ab00800d1757a0bdaad24 Mon Sep 17 00:00:00 2001
From: Muhammad Hamza
Date: Mon, 1 Sep 2025 14:30:41 +0500
Subject: [PATCH 144/504] Add figma to flutter MCP
---
README-ja.md | 1 +
README-ko.md | 1 +
README-pt_BR.md | 1 +
README-th.md | 1 +
README-zh.md | 1 +
README-zh_TW.md | 1 +
README.md | 1 +
7 files changed, 7 insertions(+)
diff --git a/README-ja.md b/README-ja.md
index be556982..85261565 100644
--- a/README-ja.md
+++ b/README-ja.md
@@ -296,6 +296,7 @@ aliyun/alibabacloud-tablestore-mcp-server ☕ 🐍 ☁️ - 阿里云表格存
開発ワークフローと環境管理を強化するツールと統合。
- [Hypersequent/qasphere-mcp](https://github.com/Hypersequent/qasphere-mcp) 🎖️ 📇 ☁️ - [QA Sphere](https://qasphere.com/)テスト管理システムとの統合。LLMがテストケースを発見、要約、操作できるようにし、AI搭載IDEから直接アクセス可能
+- [mhmzdev/Figma-Flutter-MCP](https://github.com/mhmzdev/Figma-Flutter-MCP) 🎨 📲 - コーディングエージェントがFigmaデータに直接アクセスし、アセットエクスポート、ウィジェット保守、フルスクリーン実装を含むアプリ構築のためのFlutterコードを書くのを支援します。
- [QuantGeekDev/docker-mcp](https://github.com/QuantGeekDev/docker-mcp) 🏎️ 🏠 - MCPを通じたDockerコンテナの管理と操作
- [zcaceres/fetch-mcp](https://github.com/zcaceres/fetch-mcp) 📇 🏠 - JSON、テキスト、HTMLデータを柔軟に取得するためのMCPサーバー
- [zcaceres/gtasks-mcp](https://github.com/zcaceres/gtasks-mcp) - 📇 ☁️ - Google タスクを管理するための MCP サーバー
diff --git a/README-ko.md b/README-ko.md
index 95353314..53d0b235 100644
--- a/README-ko.md
+++ b/README-ko.md
@@ -272,6 +272,7 @@
- [Hypersequent/qasphere-mcp](https://github.com/Hypersequent/qasphere-mcp) 🎖️ 📇 ☁️ - [QA Sphere](https://qasphere.com/) 테스트 관리 시스템과의 통합. LLM이 테스트 케이스를 발견, 요약, 상호작용할 수 있도록 하며 AI 기반 IDE에서 직접 접근 가능
- [Coment-ML/Opik-MCP](https://github.com/comet-ml/opik-mcp) 🎖️ 📇 ☁️ 🏠 - Opik이 캡처한 LLM 관찰 가능성, 추적 및 모니터링 데이터와 자연어로 대화합니다.
- [GLips/Figma-Context-MCP](https://github.com/GLips/Figma-Context-MCP) 📇 🏠 - 코딩 에이전트가 Figma 데이터에 직접 접근하여 디자인 구현을 한 번에 완료하도록 돕습니다.
+- [mhmzdev/Figma-Flutter-MCP](https://github.com/mhmzdev/Figma-Flutter-MCP) 🎨 📲 - 코딩 에이전트가 Figma 데이터에 직접 접근하여 자산 내보내기, 위젯 유지보수, 전체 화면 구현을 포함한 앱 구축을 위한 Flutter 코드 작성을 도와줍니다.
- [QuantGeekDev/docker-mcp](https://github.com/QuantGeekDev/docker-mcp) 🏎️ 🏠 - MCP를 통한 Docker 컨테이너 관리 및 운영
- [zcaceres/fetch-mcp](https://github.com/zcaceres/fetch-mcp) 📇 🏠 - JSON, 텍스트, HTML 데이터를 유연하게 가져오는 MCP 서버
- [r-huijts/xcode-mcp-server](https://github.com/r-huijts/xcode-mcp-server) 📇 🏠 🍎 - 프로젝트 관리, 파일 작업 및 빌드 자동화를 위한 Xcode 통합
diff --git a/README-pt_BR.md b/README-pt_BR.md
index 6de710a8..3f1cd72d 100644
--- a/README-pt_BR.md
+++ b/README-pt_BR.md
@@ -281,6 +281,7 @@ Ferramentas e integrações que aprimoram o fluxo de trabalho de desenvolvimento
- [api7/apisix-mcp](https://github.com/api7/apisix-mcp) 🎖️ 📇 🏠 Servidor MCP que oferece suporte à consulta e gerenciamento de todos os recursos no [Apache APISIX](https://github.com/apache/apisix).
- [davidan90/time-node-mcp](https://github.com/davidan90/time-node-mcp) 📇 🏠 - Operações de data e hora com suporte a fuso horário, incluindo fusos horários IANA, conversão de fuso horário e tratamento de horário de verão.
- [endorhq/cli](https://github.com/endorhq/cli) 📇 ☁️ 🏠 🪟 🐧 🍎 - O Endor permite que seus agentes de IA executem serviços como MariaDB, Postgres, Redis, Memcached, Alpine ou Valkey em sandboxes isoladas. Obtenha aplicativos pré-configurados que inicializam em menos de 5 segundos. [Confira nossa documentação](https://docs.endor.dev/mcp/overview/).
+- [mhmzdev/Figma-Flutter-MCP](https://github.com/mhmzdev/Figma-Flutter-MCP) 🎨 📲 - Fornece aos agentes de codificação acesso direto aos dados do Figma para ajudá-los a escrever código Flutter para construção de aplicativos, incluindo exportação de recursos, manutenção de widgets e implementações de tela completa.
- [yiwenlu66/PiloTY](https://github.com/yiwenlu66/PiloTY) 🐍 🏠 - Piloto de IA para operações PTY que permite aos agentes controlar terminais interativos com sessões com estado, conexões SSH e gerenciamento de processos em segundo plano
- [lpigeon/ros-mcp-server](https://github.com/lpigeon/ros-mcp-server) 🐍 🏠 🍎 🪟 🐧 - O servidor ROS MCP auxilia no controle de robôs convertendo comandos em linguagem natural do usuário em comandos de controle para ROS ou ROS2.
- [freema/mcp-design-system-extractor](https://github.com/freema/mcp-design-system-extractor) 📇 🏠 - Extrai informações de componentes de sistemas de design Storybook. Fornece HTML, estilos, propriedades, dependências, tokens de tema e metadados de componentes para análise de sistemas de design com IA.
diff --git a/README-th.md b/README-th.md
index 3aa22d92..2657a0ef 100644
--- a/README-th.md
+++ b/README-th.md
@@ -276,6 +276,7 @@
- [endorhq/cli](https://github.com/endorhq/cli) 📇 ☁️ 🏠 🪟 🐧 🍎 - Endor ช่วยให้เอเจนต์ AI ของคุณรันบริการต่างๆ เช่น MariaDB, Postgres, Redis, Memcached, Alpine หรือ Valkey ในแซนด์บ็อกซ์ที่แยกจากกัน รับแอปพลิเคชันที่กำหนดค่าไว้ล่วงหน้าซึ่งบูตได้ภายในเวลาไม่ถึง 5 วินาที. [ตรวจสอบเอกสารของเรา](https://docs.endor.dev/mcp/overview/).
- [flipt-io/mcp-server-flipt](https://github.com/flipt-io/mcp-server-flipt) 📇 🏠 - ช่วยให้ผู้ช่วย AI สามารถโต้ตอบกับแฟล็กคุณสมบัติของคุณใน [Flipt](https://flipt.io)
- [GLips/Figma-Context-MCP](https://github.com/GLips/Figma-Context-MCP) 📇 🏠 - ให้ตัวแทน coding เข้าถึงข้อมูล Figma โดยตรงเพื่อช่วยในการใช้งานการออกแบบแบบ one-shot
+- [mhmzdev/Figma-Flutter-MCP](https://github.com/mhmzdev/Figma-Flutter-MCP) 🎨 📲 - ให้ตัวแทนการเขียนโค้ดเข้าถึงข้อมูล Figma โดยตรงเพื่อช่วยในการเขียนโค้ด Flutter สำหรับการสร้างแอปรวมถึงการส่งออกทรัพยากร การบำรุงรักษาวิดเจ็ต และการใช้งานหน้าจอแบบเต็ม
- [gofireflyio/firefly-mcp](https://github.com/gofireflyio/firefly-mcp) 🎖️ 📇 ☁️ - ผสานรวม ค้นพบ จัดการ และเข้ารหัสทรัพยากรคลาวด์ด้วย [Firefly](https://firefly.ai)
- [Govcraft/rust-docs-mcp-server](https://github.com/Govcraft/rust-docs-mcp-server) 🦀 🏠 - ให้บริบทเอกสารล่าสุดสำหรับ crate Rust เฉพาะแก่ LLMs ผ่านเครื่องมือ MCP โดยใช้การค้นหาเชิงความหมาย (embeddings) และการสรุป LLM
- [haris-musa/excel-mcp-server](https://github.com/haris-musa/excel-mcp-server) 🐍 🏠 - เซิร์ฟเวอร์จัดการ Excel ที่ให้การสร้างเวิร์กบุ๊ก การดำเนินการข้อมูล การจัดรูปแบบ และคุณสมบัติขั้นสูง (แผนภูมิ ตาราง Pivot สูตร)
diff --git a/README-zh.md b/README-zh.md
index 315d4848..29885a38 100644
--- a/README-zh.md
+++ b/README-zh.md
@@ -290,6 +290,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
- [Hypersequent/qasphere-mcp](https://github.com/Hypersequent/qasphere-mcp) 🎖️ 📇 ☁️ - 与[QA Sphere](https://qasphere.com/)测试管理系统集成，使LLM能够发现、总结和操作测试用例，并可直接从AI驱动的IDE访问
- [Coment-ML/Opik-MCP](https://github.com/comet-ml/opik-mcp) 🎖️ 📇 ☁️ 🏠 - 使用自然语言与您的LLM可观测性、Opik捕获的追踪和监控数据进行对话。
- [GLips/Figma-Context-MCP](https://github.com/GLips/Figma-Context-MCP) 📇 🏠 - 为编码代理提供直接访问Figma数据的权限，助力其一次性完成设计实现。
+- [mhmzdev/Figma-Flutter-MCP](https://github.com/mhmzdev/Figma-Flutter-MCP) 🎨 📲 - 为编码代理提供直接访问Figma数据的权限，帮助他们编写Flutter代码来构建应用程序，包括资源导出、组件维护和全屏实现。
- [QuantGeekDev/docker-mcp](https://github.com/QuantGeekDev/docker-mcp) 🏎️ 🏠 - 通过 MCP 进行 Docker 容器管理和操作
- [zcaceres/fetch-mcp](https://github.com/zcaceres/fetch-mcp) 📇 🏠 - 一个灵活获取 JSON、文本和 HTML 数据的 MCP 服务器
- [kealuya/mcp-jina-ai](https://github.com/kealuya/mcp-jina-ai) 🏎️ 🏠 - 集成 Jina.ai 将目标网页进行总结，转换成对LLM友好的Markdown格式返回
diff --git a/README-zh_TW.md b/README-zh_TW.md
index 59c061d1..36fa4610 100644
--- a/README-zh_TW.md
+++ b/README-zh_TW.md
@@ -236,6 +236,7 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和
增強開發工作流程和環境管理的工具和集成。
- [Hypersequent/qasphere-mcp](https://github.com/Hypersequent/qasphere-mcp) 🎖️ 📇 ☁️ - 與[QA Sphere](https://qasphere.com/)測試管理系統整合，使LLM能夠發現、總結和操作測試用例，並可直接從AI驅動的IDE訪問
+- [mhmzdev/Figma-Flutter-MCP](https://github.com/mhmzdev/Figma-Flutter-MCP) 🎨 📲 - 為編碼代理提供直接訪問 Figma 數據的權限，協助他們編寫 Flutter 代碼來構建應用程序，包括資源導出、組件維護和全屏實現。
- [QuantGeekDev/docker-mcp](https://github.com/QuantGeekDev/docker-mcp) 🏎️ 🏠 - 通過 MCP 進行 Docker 容器管理和操作
- [zcaceres/fetch-mcp](https://github.com/zcaceres/fetch-mcp) 📇 🏠 - 一個靈活獲取 JSON、文本和 HTML 數據的 MCP 伺服器
- [r-huijts/xcode-mcp-server](https://github.com/r-huijts/xcode-mcp-server) 📇 🏠 🍎 - Xcode 集成，支援項目管理、文件操作和構建自動化
diff --git a/README.md b/README.md
index ecee7494..83a7fbb7 100644
--- a/README.md
+++ b/README.md
@@ -486,6 +486,7 @@ Tools and integrations that enhance the development workflow and environment man
- [freema/mcp-design-system-extractor](https://github.com/freema/mcp-design-system-extractor) 📇 🏠 - Extracts component information from Storybook design systems. Provides HTML, styles, props, dependencies, theme tokens and component metadata for AI-powered design system analysis.
- [gitkraken/gk-cli](https://github.com/gitkraken/gk-cli) 🎖️ 🏎️ 🏠 ☁️ 🍎 🪟 🐧 - A CLI for interacting with GitKraken APIs. Includes an MCP server via `gk mcp` that not only wraps GitKraken APIs, but also Jira, GitHub, GitLab, and more. Works with local tools and remote services.
- [GLips/Figma-Context-MCP](https://github.com/GLips/Figma-Context-MCP) 📇 🏠 - Provide coding agents direct access to Figma data to help them one-shot design implementation.
+- [mhmzdev/Figma-Flutter-MCP](https://github.com/mhmzdev/Figma-Flutter-MCP) 🎨 📲 - Provide coding agents direct access to Figma data to help them write Flutter code for building apps including assets exports, widgets maintenance and full screens implementations.
- [gofireflyio/firefly-mcp](https://github.com/gofireflyio/firefly-mcp) 🎖️ 📇 ☁️ - Integrates, discovers, manages, and codifies cloud resources with [Firefly](https://firefly.ai).
- [gorosun/unified-diff-mcp](https://github.com/gorosun/unified-diff-mcp) 📇 🏠 - Generate and visualize unified diff comparisons with beautiful HTML/PNG output, supporting side-by-side and line-by-line views for filesystem dry-run integration
- [Govcraft/rust-docs-mcp-server](https://github.com/Govcraft/rust-docs-mcp-server) 🦀 🏠 - Provides up-to-date documentation context for a specific Rust crate to LLMs via an MCP tool, using semantic search (embeddings) and LLM summarization.
From c3dfc989c7b461b9b50a2767ee4b95d057bac4b7 Mon Sep 17 00:00:00 2001
From: Rick <1450685+LinuxSuRen@users.noreply.github.com>
Date: Mon, 1 Sep 2025 20:06:08 +0800
Subject: [PATCH 145/504] Update README.md
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 65fb1fa7..7075df68 100644
--- a/README.md
+++ b/README.md
@@ -575,7 +575,7 @@ Tools and integrations that enhance the development workflow and environment man
- [zcaceres/fetch-mcp](https://github.com/zcaceres/fetch-mcp) 📇 🏠 - An MCP server to flexibly fetch JSON, text, and HTML data
- [zenml-io/mcp-zenml](https://github.com/zenml-io/mcp-zenml) 🐍 🏠 ☁️ - An MCP server to connect with your [ZenML](https://www.zenml.io) MLOps and LLMOps pipelines
- [zillow/auto-mobile](https://github.com/zillow/auto-mobile) 📇 🏠 🐧 - Tool suite built around an MCP server for Android automation for developer workflow and testing
-- [linuxsuren/atest-mcp-server](https://github.com/LinuxSuRen/atest-mcp-server) - An MCP server to manage test suites and cases, which is an alternative to Postman.
+- [linuxsuren/atest-mcp-server](https://github.com/LinuxSuRen/atest-mcp-server) 📇 🏠 🐧 - An MCP server to manage test suites and cases, which is an alternative to Postman.
### 🔒 Delivery
From a81056b5d7c1dbb41d7c9b9566349032a53bd85f Mon Sep 17 00:00:00 2001
From: Keshav Arora
Date: Mon, 1 Sep 2025 21:42:55 +0530
Subject: [PATCH 146/504] Update README.md
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index d78059ae..a5f9cc30 100644
--- a/README.md
+++ b/README.md
@@ -710,7 +710,7 @@ Provides direct access to local file systems with configurable permissions. Enab
- [narumiruna/yfinance-mcp](https://github.com/narumiruna/yfinance-mcp) 🐍 ☁️ - An MCP server that uses yfinance to obtain information from Yahoo Finance.
- [OctagonAI/octagon-mcp-server](https://github.com/OctagonAI/octagon-mcp-server) 🐍 ☁️ - Octagon AI Agents to integrate private and public market data
- [openMF/mcp-mifosx](https://github.com/openMF/mcp-mifosx) ☁️ 🏠 - A core banking integration for managing clients, loans, savings, shares, financial transactions and generating financial reports.
-- [openMF/mcp-mifosx-self-service](https://github.com/openMF/mcp-mifosx-self-service) 📱 🔑 - A self-service integration for user registration, authentication, account management, transactions, and third-party transfers with Apache Fineract.
+- [openMF/mcp-mifosx-self-service](https://github.com/openMF/mcp-mifosx-self-service) 🐍 ☁️ - A self-service integration for user registration, authentication, account management, transactions, and third-party transfers with Apache Fineract.
- [polygon-io/mcp_polygon)](https://github.com/polygon-io/mcp_polygon)) 🐍 ☁️ - An MCP server that provides access to [Polygon.io](https://polygon.io/) financial market data APIs for stocks, indices, forex, options, and more.
- [pwh-pwh/coin-mcp-server](https://github.com/pwh-pwh/coin-mcp-server) 🐍 ☁️ - Bitget API to fetch cryptocurrency price.
- [QuantGeekDev/coincap-mcp](https://github.com/QuantGeekDev/coincap-mcp) 📇 ☁️ - Real-time cryptocurrency market data integration using CoinCap's public API, providing access to crypto prices and market information without API keys
From 55061469caad2b20c92e68c769feea51a5b4a389 Mon Sep 17 00:00:00 2001
From: Muhammad Hamza
Date: Mon, 1 Sep 2025 21:17:54 +0500
Subject: [PATCH 147/504] Emojis from index
---
README-ko.md | 2 +-
README-pt_BR.md | 2 +-
README-th.md | 2 +-
README-zh.md | 2 +-
README-zh_TW.md | 2 +-
README.md | 2 +-
6 files changed, 6 insertions(+), 6 deletions(-)
diff --git a/README-ko.md b/README-ko.md
index 53d0b235..dcc08f1b 100644
--- a/README-ko.md
+++ b/README-ko.md
@@ -272,7 +272,7 @@
- [Hypersequent/qasphere-mcp](https://github.com/Hypersequent/qasphere-mcp) 🎖️ 📇 ☁️ - [QA Sphere](https://qasphere.com/) 테스트 관리 시스템과의 통합. LLM이 테스트 케이스를 발견, 요약, 상호작용할 수 있도록 하며 AI 기반 IDE에서 직접 접근 가능
- [Coment-ML/Opik-MCP](https://github.com/comet-ml/opik-mcp) 🎖️ 📇 ☁️ 🏠 - Opik이 캡처한 LLM 관찰 가능성, 추적 및 모니터링 데이터와 자연어로 대화합니다.
- [GLips/Figma-Context-MCP](https://github.com/GLips/Figma-Context-MCP) 📇 🏠 - 코딩 에이전트가 Figma 데이터에 직접 접근하여 디자인 구현을 한 번에 완료하도록 돕습니다.
-- [mhmzdev/Figma-Flutter-MCP](https://github.com/mhmzdev/Figma-Flutter-MCP) 🎨 📲 - 코딩 에이전트가 Figma 데이터에 직접 접근하여 자산 내보내기, 위젯 유지보수, 전체 화면 구현을 포함한 앱 구축을 위한 Flutter 코드 작성을 도와줍니다.
+- [mhmzdev/Figma-Flutter-MCP](https://github.com/mhmzdev/Figma-Flutter-MCP) 📇 🏠 - 코딩 에이전트가 Figma 데이터에 직접 접근하여 자산 내보내기, 위젯 유지보수, 전체 화면 구현을 포함한 앱 구축을 위한 Flutter 코드 작성을 도와줍니다.
- [QuantGeekDev/docker-mcp](https://github.com/QuantGeekDev/docker-mcp) 🏎️ 🏠 - MCP를 통한 Docker 컨테이너 관리 및 운영
- [zcaceres/fetch-mcp](https://github.com/zcaceres/fetch-mcp) 📇 🏠 - JSON, 텍스트, HTML 데이터를 유연하게 가져오는 MCP 서버
- [r-huijts/xcode-mcp-server](https://github.com/r-huijts/xcode-mcp-server) 📇 🏠 🍎 - 프로젝트 관리, 파일 작업 및 빌드 자동화를 위한 Xcode 통합
diff --git a/README-pt_BR.md b/README-pt_BR.md
index 3f1cd72d..cbe88cc9 100644
--- a/README-pt_BR.md
+++ b/README-pt_BR.md
@@ -281,7 +281,7 @@ Ferramentas e integrações que aprimoram o fluxo de trabalho de desenvolvimento
- [api7/apisix-mcp](https://github.com/api7/apisix-mcp) 🎖️ 📇 🏠 Servidor MCP que oferece suporte à consulta e gerenciamento de todos os recursos no [Apache APISIX](https://github.com/apache/apisix).
- [davidan90/time-node-mcp](https://github.com/davidan90/time-node-mcp) 📇 🏠 - Operações de data e hora com suporte a fuso horário, incluindo fusos horários IANA, conversão de fuso horário e tratamento de horário de verão.
- [endorhq/cli](https://github.com/endorhq/cli) 📇 ☁️ 🏠 🪟 🐧 🍎 - O Endor permite que seus agentes de IA executem serviços como MariaDB, Postgres, Redis, Memcached, Alpine ou Valkey em sandboxes isoladas. Obtenha aplicativos pré-configurados que inicializam em menos de 5 segundos. [Confira nossa documentação](https://docs.endor.dev/mcp/overview/).
-- [mhmzdev/Figma-Flutter-MCP](https://github.com/mhmzdev/Figma-Flutter-MCP) 🎨 📲 - Fornece aos agentes de codificação acesso direto aos dados do Figma para ajudá-los a escrever código Flutter para construção de aplicativos, incluindo exportação de recursos, manutenção de widgets e implementações de tela completa.
+- [mhmzdev/Figma-Flutter-MCP](https://github.com/mhmzdev/Figma-Flutter-MCP) 📇 🏠 - Fornece aos agentes de codificação acesso direto aos dados do Figma para ajudá-los a escrever código Flutter para construção de aplicativos, incluindo exportação de recursos, manutenção de widgets e implementações de tela completa.
- [yiwenlu66/PiloTY](https://github.com/yiwenlu66/PiloTY) 🐍 🏠 - Piloto de IA para operações PTY que permite aos agentes controlar terminais interativos com sessões com estado, conexões SSH e gerenciamento de processos em segundo plano
- [lpigeon/ros-mcp-server](https://github.com/lpigeon/ros-mcp-server) 🐍 🏠 🍎 🪟 🐧 - O servidor ROS MCP auxilia no controle de robôs convertendo comandos em linguagem natural do usuário em comandos de controle para ROS ou ROS2.
- [freema/mcp-design-system-extractor](https://github.com/freema/mcp-design-system-extractor) 📇 🏠 - Extrai informações de componentes de sistemas de design Storybook. Fornece HTML, estilos, propriedades, dependências, tokens de tema e metadados de componentes para análise de sistemas de design com IA.
diff --git a/README-th.md b/README-th.md
index 2657a0ef..f0f141b2 100644
--- a/README-th.md
+++ b/README-th.md
@@ -276,7 +276,7 @@
- [endorhq/cli](https://github.com/endorhq/cli) 📇 ☁️ 🏠 🪟 🐧 🍎 - Endor ช่วยให้เอเจนต์ AI ของคุณรันบริการต่างๆ เช่น MariaDB, Postgres, Redis, Memcached, Alpine หรือ Valkey ในแซนด์บ็อกซ์ที่แยกจากกัน รับแอปพลิเคชันที่กำหนดค่าไว้ล่วงหน้าซึ่งบูตได้ภายในเวลาไม่ถึง 5 วินาที. [ตรวจสอบเอกสารของเรา](https://docs.endor.dev/mcp/overview/).
- [flipt-io/mcp-server-flipt](https://github.com/flipt-io/mcp-server-flipt) 📇 🏠 - ช่วยให้ผู้ช่วย AI สามารถโต้ตอบกับแฟล็กคุณสมบัติของคุณใน [Flipt](https://flipt.io)
- [GLips/Figma-Context-MCP](https://github.com/GLips/Figma-Context-MCP) 📇 🏠 - ให้ตัวแทน coding เข้าถึงข้อมูล Figma โดยตรงเพื่อช่วยในการใช้งานการออกแบบแบบ one-shot
-- [mhmzdev/Figma-Flutter-MCP](https://github.com/mhmzdev/Figma-Flutter-MCP) 🎨 📲 - ให้ตัวแทนการเขียนโค้ดเข้าถึงข้อมูล Figma โดยตรงเพื่อช่วยในการเขียนโค้ด Flutter สำหรับการสร้างแอปรวมถึงการส่งออกทรัพยากร การบำรุงรักษาวิดเจ็ต และการใช้งานหน้าจอแบบเต็ม
+- [mhmzdev/Figma-Flutter-MCP](https://github.com/mhmzdev/Figma-Flutter-MCP) 📇 🏠 - ให้ตัวแทนการเขียนโค้ดเข้าถึงข้อมูล Figma โดยตรงเพื่อช่วยในการเขียนโค้ด Flutter สำหรับการสร้างแอปรวมถึงการส่งออกทรัพยากร การบำรุงรักษาวิดเจ็ต และการใช้งานหน้าจอแบบเต็ม
- [gofireflyio/firefly-mcp](https://github.com/gofireflyio/firefly-mcp) 🎖️ 📇 ☁️ - ผสานรวม ค้นพบ จัดการ และเข้ารหัสทรัพยากรคลาวด์ด้วย [Firefly](https://firefly.ai)
- [Govcraft/rust-docs-mcp-server](https://github.com/Govcraft/rust-docs-mcp-server) 🦀 🏠 - ให้บริบทเอกสารล่าสุดสำหรับ crate Rust เฉพาะแก่ LLMs ผ่านเครื่องมือ MCP โดยใช้การค้นหาเชิงความหมาย (embeddings) และการสรุป LLM
- [haris-musa/excel-mcp-server](https://github.com/haris-musa/excel-mcp-server) 🐍 🏠 - เซิร์ฟเวอร์จัดการ Excel ที่ให้การสร้างเวิร์กบุ๊ก การดำเนินการข้อมูล การจัดรูปแบบ และคุณสมบัติขั้นสูง (แผนภูมิ ตาราง Pivot สูตร)
diff --git a/README-zh.md b/README-zh.md
index 29885a38..55db1877 100644
--- a/README-zh.md
+++ b/README-zh.md
@@ -290,7 +290,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
- [Hypersequent/qasphere-mcp](https://github.com/Hypersequent/qasphere-mcp) 🎖️ 📇 ☁️ - 与[QA Sphere](https://qasphere.com/)测试管理系统集成，使LLM能够发现、总结和操作测试用例，并可直接从AI驱动的IDE访问
- [Coment-ML/Opik-MCP](https://github.com/comet-ml/opik-mcp) 🎖️ 📇 ☁️ 🏠 - 使用自然语言与您的LLM可观测性、Opik捕获的追踪和监控数据进行对话。
- [GLips/Figma-Context-MCP](https://github.com/GLips/Figma-Context-MCP) 📇 🏠 - 为编码代理提供直接访问Figma数据的权限，助力其一次性完成设计实现。
-- [mhmzdev/Figma-Flutter-MCP](https://github.com/mhmzdev/Figma-Flutter-MCP) 🎨 📲 - 为编码代理提供直接访问Figma数据的权限，帮助他们编写Flutter代码来构建应用程序，包括资源导出、组件维护和全屏实现。
+- [mhmzdev/Figma-Flutter-MCP](https://github.com/mhmzdev/Figma-Flutter-MCP) 📇 🏠 - 为编码代理提供直接访问Figma数据的权限，帮助他们编写Flutter代码来构建应用程序，包括资源导出、组件维护和全屏实现。
- [QuantGeekDev/docker-mcp](https://github.com/QuantGeekDev/docker-mcp) 🏎️ 🏠 - 通过 MCP 进行 Docker 容器管理和操作
- [zcaceres/fetch-mcp](https://github.com/zcaceres/fetch-mcp) 📇 🏠 - 一个灵活获取 JSON、文本和 HTML 数据的 MCP 服务器
- [kealuya/mcp-jina-ai](https://github.com/kealuya/mcp-jina-ai) 🏎️ 🏠 - 集成 Jina.ai 将目标网页进行总结，转换成对LLM友好的Markdown格式返回
diff --git a/README-zh_TW.md b/README-zh_TW.md
index 36fa4610..1c7ccef6 100644
--- a/README-zh_TW.md
+++ b/README-zh_TW.md
@@ -236,7 +236,7 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和
增強開發工作流程和環境管理的工具和集成。
- [Hypersequent/qasphere-mcp](https://github.com/Hypersequent/qasphere-mcp) 🎖️ 📇 ☁️ - 與[QA Sphere](https://qasphere.com/)測試管理系統整合，使LLM能夠發現、總結和操作測試用例，並可直接從AI驅動的IDE訪問
-- [mhmzdev/Figma-Flutter-MCP](https://github.com/mhmzdev/Figma-Flutter-MCP) 🎨 📲 - 為編碼代理提供直接訪問 Figma 數據的權限，協助他們編寫 Flutter 代碼來構建應用程序，包括資源導出、組件維護和全屏實現。
+- [mhmzdev/Figma-Flutter-MCP](https://github.com/mhmzdev/Figma-Flutter-MCP) 📇 🏠 - 為編碼代理提供直接訪問 Figma 數據的權限，協助他們編寫 Flutter 代碼來構建應用程序，包括資源導出、組件維護和全屏實現。
- [QuantGeekDev/docker-mcp](https://github.com/QuantGeekDev/docker-mcp) 🏎️ 🏠 - 通過 MCP 進行 Docker 容器管理和操作
- [zcaceres/fetch-mcp](https://github.com/zcaceres/fetch-mcp) 📇 🏠 - 一個靈活獲取 JSON、文本和 HTML 數據的 MCP 伺服器
- [r-huijts/xcode-mcp-server](https://github.com/r-huijts/xcode-mcp-server) 📇 🏠 🍎 - Xcode 集成，支援項目管理、文件操作和構建自動化
diff --git a/README.md b/README.md
index 83a7fbb7..15d59bcb 100644
--- a/README.md
+++ b/README.md
@@ -486,7 +486,7 @@ Tools and integrations that enhance the development workflow and environment man
- [freema/mcp-design-system-extractor](https://github.com/freema/mcp-design-system-extractor) 📇 🏠 - Extracts component information from Storybook design systems. Provides HTML, styles, props, dependencies, theme tokens and component metadata for AI-powered design system analysis.
- [gitkraken/gk-cli](https://github.com/gitkraken/gk-cli) 🎖️ 🏎️ 🏠 ☁️ 🍎 🪟 🐧 - A CLI for interacting with GitKraken APIs. Includes an MCP server via `gk mcp` that not only wraps GitKraken APIs, but also Jira, GitHub, GitLab, and more. Works with local tools and remote services.
- [GLips/Figma-Context-MCP](https://github.com/GLips/Figma-Context-MCP) 📇 🏠 - Provide coding agents direct access to Figma data to help them one-shot design implementation.
-- [mhmzdev/Figma-Flutter-MCP](https://github.com/mhmzdev/Figma-Flutter-MCP) 🎨 📲 - Provide coding agents direct access to Figma data to help them write Flutter code for building apps including assets exports, widgets maintenance and full screens implementations.
+- [mhmzdev/Figma-Flutter-MCP](https://github.com/mhmzdev/Figma-Flutter-MCP) 📇 🏠 - Provide coding agents direct access to Figma data to help them write Flutter code for building apps including assets exports, widgets maintenance and full screens implementations.
- [gofireflyio/firefly-mcp](https://github.com/gofireflyio/firefly-mcp) 🎖️ 📇 ☁️ - Integrates, discovers, manages, and codifies cloud resources with [Firefly](https://firefly.ai).
- [gorosun/unified-diff-mcp](https://github.com/gorosun/unified-diff-mcp) 📇 🏠 - Generate and visualize unified diff comparisons with beautiful HTML/PNG output, supporting side-by-side and line-by-line views for filesystem dry-run integration
- [Govcraft/rust-docs-mcp-server](https://github.com/Govcraft/rust-docs-mcp-server) 🦀 🏠 - Provides up-to-date documentation context for a specific Rust crate to LLMs via an MCP tool, using semantic search (embeddings) and LLM summarization.
From 32ef7716ae16fb0d21f072fa03b5311b303a118b Mon Sep 17 00:00:00 2001
From: Muhammad Hamza
Date: Mon, 1 Sep 2025 21:17:59 +0500
Subject: [PATCH 148/504] Emojis from index
---
README-ja.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README-ja.md b/README-ja.md
index 85261565..ca3e31fa 100644
--- a/README-ja.md
+++ b/README-ja.md
@@ -296,7 +296,7 @@ aliyun/alibabacloud-tablestore-mcp-server ☕ 🐍 ☁️ - 阿里云表格存
開発ワークフローと環境管理を強化するツールと統合。
- [Hypersequent/qasphere-mcp](https://github.com/Hypersequent/qasphere-mcp) 🎖️ 📇 ☁️ - [QA Sphere](https://qasphere.com/)テスト管理システムとの統合。LLMがテストケースを発見、要約、操作できるようにし、AI搭載IDEから直接アクセス可能
-- [mhmzdev/Figma-Flutter-MCP](https://github.com/mhmzdev/Figma-Flutter-MCP) 🎨 📲 - コーディングエージェントがFigmaデータに直接アクセスし、アセットエクスポート、ウィジェット保守、フルスクリーン実装を含むアプリ構築のためのFlutterコードを書くのを支援します。
+- [mhmzdev/Figma-Flutter-MCP](https://github.com/mhmzdev/Figma-Flutter-MCP) 📇 🏠 - コーディングエージェントがFigmaデータに直接アクセスし、アセットエクスポート、ウィジェット保守、フルスクリーン実装を含むアプリ構築のためのFlutterコードを書くのを支援します。
- [QuantGeekDev/docker-mcp](https://github.com/QuantGeekDev/docker-mcp) 🏎️ 🏠 - MCPを通じたDockerコンテナの管理と操作
- [zcaceres/fetch-mcp](https://github.com/zcaceres/fetch-mcp) 📇 🏠 - JSON、テキスト、HTMLデータを柔軟に取得するためのMCPサーバー
- [zcaceres/gtasks-mcp](https://github.com/zcaceres/gtasks-mcp) - 📇 ☁️ - Google タスクを管理するための MCP サーバー
From cd2c47b32a94094999886cfd18698f9004278f3d Mon Sep 17 00:00:00 2001
From: Rafael Dantas Justo
Date: Mon, 1 Sep 2025 17:22:32 -0300
Subject: [PATCH 149/504] Add Teamwork.com
Teamwork.com official MCP server to manage all main types.
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 98cbc190..9683fd1e 100644
--- a/README.md
+++ b/README.md
@@ -1060,6 +1060,7 @@ Interact with Git repositories and version control platforms. Enables repository
- [MarkusPfundstein/mcp-gsuite](https://github.com/MarkusPfundstein/mcp-gsuite) 🐍 ☁️ - Integration with gmail and Google Calendar.
- [takumi0706/google-calendar-mcp](https://github.com/takumi0706/google-calendar-mcp) 📇 ☁️ - An MCP server to interface with the Google Calendar API. Based on TypeScript.
- [taylorwilsdon/google_workspace_mcp](https://github.com/taylorwilsdon/google_workspace_mcp) 🐍 ☁️ 🍎 🪟 🐧 - Comprehensive Google Workspace MCP server with full support for Google Calendar, Drive, Gmail, and Docs, Forms, Chats, Slides and Sheets over stdio, Streamable HTTP and SSE transports.
+- [teamwork/mcp](https://github.com/teamwork/mcp) 🎖️ 🏎️ ☁️ 🍎 🪟 🐧 - Project and resource management platform that keeps your client projects on track, makes managing resources a breeze, and keeps your profits on point.
- [tubasasakunn/context-apps-mcp](https://github.com/tubasasakunn/context-apps-mcp) 📇 🏠 🍎 🪟 🐧 - AI-powered productivity suite connecting Todo, Idea, Journal, and Timer apps with Claude via Model Context Protocol.
### 🛠️ Other Tools and Integrations
From df1e1e720f1def5bcce2fc6a82a0079e12dba361 Mon Sep 17 00:00:00 2001
From: Raveen Beemsingh
Date: Wed, 3 Sep 2025 01:24:02 +0530
Subject: [PATCH 150/504] Add fal-mcp-server to Art & Culture category
- AI-powered image, video, and music generation via Fal.ai
- Supports FLUX, Stable Diffusion, MusicGen, and more
- Native async API with queue support for optimal performance
- Available via PyPI and Docker
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 9683fd1e..5b55e26d 100644
--- a/README.md
+++ b/README.md
@@ -150,6 +150,7 @@ Access and explore art collections, cultural heritage, and museum databases. Ena
- [cswkim/discogs-mcp-server](https://github.com/cswkim/discogs-mcp-server) 📇 ☁️ - MCP server to interact with the Discogs API
- [diivi/aseprite-mcp](https://github.com/diivi/aseprite-mcp) 🐍 🏠 - MCP server using the Aseprite API to create pixel art
- [djalal/quran-mcp-server](https://github.com/djalal/quran-mcp-server) 📇 ☁️ MCP server to interact with Quran.com corpus via the official REST API v4.
+- [raveenb/fal-mcp-server](https://github.com/raveenb/fal-mcp-server) 🐍 ☁️ - Generate AI images, videos, and music using Fal.ai models (FLUX, Stable Diffusion, MusicGen) directly in Claude Desktop
- [mikechao/metmuseum-mcp](https://github.com/mikechao/metmuseum-mcp) 📇 ☁️ - Metropolitan Museum of Art Collection API integration to search and display artworks in the collection.
- [OctoEverywhere/mcp](https://github.com/OctoEverywhere/mcp) #️⃣ ☁️ - A 3D printer MCP server that allows for getting live printer state, webcam snapshots, and printer control.
- [omni-mcp/isaac-sim-mcp](https://github.com/omni-mcp/isaac-sim-mcp) 📇 ☁️ - A MCP Server and an extension enables natural language control of NVIDIA Isaac Sim, Lab, OpenUSD and etc.
From 744cd6f36737d9ea044843ca0f0369cdca6b4c3d Mon Sep 17 00:00:00 2001
From: Yacoob
Date: Wed, 3 Sep 2025 13:01:08 +0100
Subject: [PATCH 151/504] Update README.md
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 9683fd1e..ea53f1c0 100644
--- a/README.md
+++ b/README.md
@@ -1186,6 +1186,7 @@ Interact with Git repositories and version control platforms. Enables repository
- [ZeparHyfar/mcp-datetime](https://github.com/ZeparHyfar/mcp-datetime) - MCP server providing date and time functions in various formats
- [zueai/mcp-manager](https://github.com/zueai/mcp-manager) 📇 ☁️ - Simple Web UI to install and manage MCP servers for Claude Desktop App.
- [imprvhub/mcp-claude-spotify](https://github.com/imprvhub/mcp-claude-spotify) 📇 ☁️ 🏠 - An integration that allows Claude Desktop to interact with Spotify using the Model Context Protocol (MCP).
+- [muammar-yacoob/GMail-Manager-MCP](https://github.com/muammar-yacoob/GMail-Manager-MCP#readme) 📇 ☁️ 🏠 🍎 🪟 🐧 - Connects Claude Desktop to your Gmail so you can start managing your inbox using natural language. Bulk delete promos & newsletters, organize labels and get useful insights.
## Frameworks
From 6ce7a819e5e48c816cde3865bdeffb05dd3c9b68 Mon Sep 17 00:00:00 2001
From: gigamori
Date: Thu, 4 Sep 2025 00:43:00 +0900
Subject: [PATCH 152/504] docs: add run-sql-connectorx under Server
Implementations > Databases
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 9683fd1e..54822290 100644
--- a/README.md
+++ b/README.md
@@ -412,6 +412,7 @@ Secure database access with schema inspection capabilities. Enables querying and
- [quarkiverse/mcp-server-jdbc](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc) ☕ 🏠 - Connect to any JDBC-compatible database and query, insert, update, delete, and more.
- [rashidazarang/airtable-mcp](https://github.com/rashidazarang/airtable-mcp) 🐍 ☁️ - Connect AI tools directly to Airtable. Query, create, update, and delete records using natural language. Features include base management, table operations, schema manipulation, record filtering, and data migration through a standardized MCP interface.
- [redis/mcp-redis](https://github.com/redis/mcp-redis) 🐍 🏠 - The Redis official MCP Server offers an interface to manage and search data in Redis.
+- [run-sql-connectorx](https://github.com/gigamori/mcp-run-sql-connectorx) 🐍 ☁️ 🏠 🍎 🪟 🐧 - An MCP server that executes SQL via ConnectorX and streams the result to a CSV or Parquet file. Supports PostgreSQL, MariaDB, BigQuery, RedShift, MS SQL Server, etc.
- [runekaagaard/mcp-alchemy](https://github.com/runekaagaard/mcp-alchemy) 🐍 🏠 - Universal SQLAlchemy-based database integration supporting PostgreSQL, MySQL, MariaDB, SQLite, Oracle, MS SQL Server and many more databases. Features schema and relationship inspection, and large dataset analysis capabilities.
- [s2-streamstore/s2-sdk-typescript](https://github.com/s2-streamstore/s2-sdk-typescript) 🎖️ 📇 ☁️ - Official MCP server for the S2.dev serverless stream platform.
- [schemacrawler/SchemaCrawler-MCP-Server-Usage](https://github.com/schemacrawler/SchemaCrawler-MCP-Server-Usage) 🎖️ ☕ – Connect to any relational database, and be able to get valid SQL, and ask questions like what does a certain column prefix mean.
From 1ba3f01828098c6427bbceae572b3135f55befc6 Mon Sep 17 00:00:00 2001
From: gigamori
Date: Thu, 4 Sep 2025 01:04:18 +0900
Subject: [PATCH 153/504] docs: fix display name to owner/repo and reposition
alphabetically (Databases)
---
README.md | 3 ++-
1 file changed, 2 insertions(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 54822290..a907486d 100644
--- a/README.md
+++ b/README.md
@@ -378,6 +378,7 @@ Secure database access with schema inspection capabilities. Enables querying and
- [furey/mongodb-lens](https://github.com/furey/mongodb-lens) 📇 🏠 - MongoDB Lens: Full Featured MCP Server for MongoDB Databases
- [gannonh/firebase-mcp](https://github.com/gannonh/firebase-mcp) 🔥 ⛅️ - Firebase services including Auth, Firestore and Storage.
- [get-convex/convex-backend](https://stack.convex.dev/convex-mcp-server) 📇 ☁️ - Convex database integration to introspect tables, functions, and run oneoff queries ([Source](https://github.com/get-convex/convex-backend/blob/main/npm-packages/convex/src/cli/mcp.ts))
+- [gigamori/mcp-run-sql-connectorx](https://github.com/gigamori/mcp-run-sql-connectorx) 🐍 ☁️ 🏠 🍎 🪟 🐧 - An MCP server that executes SQL via ConnectorX and streams the result to a CSV or Parquet file. Supports PostgreSQL, MariaDB, BigQuery, RedShift, MS SQL Server, etc.
- [googleapis/genai-toolbox](https://github.com/googleapis/genai-toolbox) 🏎️ ☁️ - Open source MCP server specializing in easy, fast, and secure tools for Databases.
- [GreptimeTeam/greptimedb-mcp-server](https://github.com/GreptimeTeam/greptimedb-mcp-server) 🐍 🏠 - MCP Server for querying GreptimeDB.
- [hannesrudolph/sqlite-explorer-fastmcp-mcp-server](https://github.com/hannesrudolph/sqlite-explorer-fastmcp-mcp-server) 🐍 🏠 - An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to explore and query SQLite databases with built-in safety features and query validation.
@@ -412,7 +413,7 @@ Secure database access with schema inspection capabilities. Enables querying and
- [quarkiverse/mcp-server-jdbc](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc) ☕ 🏠 - Connect to any JDBC-compatible database and query, insert, update, delete, and more.
- [rashidazarang/airtable-mcp](https://github.com/rashidazarang/airtable-mcp) 🐍 ☁️ - Connect AI tools directly to Airtable. Query, create, update, and delete records using natural language. Features include base management, table operations, schema manipulation, record filtering, and data migration through a standardized MCP interface.
- [redis/mcp-redis](https://github.com/redis/mcp-redis) 🐍 🏠 - The Redis official MCP Server offers an interface to manage and search data in Redis.
-- [run-sql-connectorx](https://github.com/gigamori/mcp-run-sql-connectorx) 🐍 ☁️ 🏠 🍎 🪟 🐧 - An MCP server that executes SQL via ConnectorX and streams the result to a CSV or Parquet file. Supports PostgreSQL, MariaDB, BigQuery, RedShift, MS SQL Server, etc.
+
- [runekaagaard/mcp-alchemy](https://github.com/runekaagaard/mcp-alchemy) 🐍 🏠 - Universal SQLAlchemy-based database integration supporting PostgreSQL, MySQL, MariaDB, SQLite, Oracle, MS SQL Server and many more databases. Features schema and relationship inspection, and large dataset analysis capabilities.
- [s2-streamstore/s2-sdk-typescript](https://github.com/s2-streamstore/s2-sdk-typescript) 🎖️ 📇 ☁️ - Official MCP server for the S2.dev serverless stream platform.
- [schemacrawler/SchemaCrawler-MCP-Server-Usage](https://github.com/schemacrawler/SchemaCrawler-MCP-Server-Usage) 🎖️ ☕ – Connect to any relational database, and be able to get valid SQL, and ask questions like what does a certain column prefix mean.
From ddb47d348d1c46dab45a9ed4ff03ec95375e09a3 Mon Sep 17 00:00:00 2001
From: Zoltan Tuskes
Date: Thu, 4 Sep 2025 10:26:40 +0200
Subject: [PATCH 154/504] Added Offline Garmin Connect IQ SDK documentation MCP
server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 9683fd1e..ebf13735 100644
--- a/README.md
+++ b/README.md
@@ -576,6 +576,7 @@ Tools and integrations that enhance the development workflow and environment man
- [zcaceres/fetch-mcp](https://github.com/zcaceres/fetch-mcp) 📇 🏠 - An MCP server to flexibly fetch JSON, text, and HTML data
- [zenml-io/mcp-zenml](https://github.com/zenml-io/mcp-zenml) 🐍 🏠 ☁️ - An MCP server to connect with your [ZenML](https://www.zenml.io) MLOps and LLMOps pipelines
- [zillow/auto-mobile](https://github.com/zillow/auto-mobile) 📇 🏠 🐧 - Tool suite built around an MCP server for Android automation for developer workflow and testing
+- [ztuskes/garmin-documentation-mcp-server](https://github.com/ztuskes/garmin-documentation-mcp-server) 📇 🏠 Offline Garmin Connect IQ SDK documentation with comprehensive search and API examples
### 🔒 Delivery
From 1a7d27c411d128394d16f4127b4ee7507ce7815e Mon Sep 17 00:00:00 2001
From: Nehal Gala <225156671+lovenehal@users.noreply.github.com>
Date: Thu, 4 Sep 2025 14:12:40 -0400
Subject: [PATCH 155/504] Add new context-awesome server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 9683fd1e..6f769c25 100644
--- a/README.md
+++ b/README.md
@@ -756,6 +756,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to
- [0xshellming/mcp-summarizer](https://github.com/0xshellming/mcp-summarizer) 📕 ☁️ - AI Summarization MCP Server, Support for multiple content types: Plain text, Web pages, PDF documents, EPUB books, HTML content
- [apecloud/ApeRAG](https://github.com/apecloud/ApeRAG) 🐍 ☁️ 🏠 - Production-ready RAG platform combining Graph RAG, vector search, and full-text search. Best choice for building your own Knowledge Graph and for Context Engineering
+- [bh-rat/context-awesome](https://github.com/bh-rat/context-awesome) 📇☁️🏠 - MCP server for querying 8,500+ curated awesome lists (1M+ items) and fetching the best resources for your agent.
- [chatmcp/mcp-server-chatsum](https://github.com/chatmcp/mcp-server-chatsum) - Query and summarize your chat messages with AI prompts.
- [CheMiguel23/MemoryMesh](https://github.com/CheMiguel23/MemoryMesh) 📇 🏠 - Enhanced graph-based memory with a focus on AI role-play and story generation
- [entanglr/zettelkasten-mcp](https://github.com/entanglr/zettelkasten-mcp) 🐍 🏠 - A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, and search atomic notes through Claude and other MCP-compatible clients.
From 82f0b0f61174bc389ecf855d5f0cd2adf9969c30 Mon Sep 17 00:00:00 2001
From: HarshCasper
Date: Fri, 5 Sep 2025 09:49:05 +0530
Subject: [PATCH 156/504] add localstack-mcp-server to cloud platforms category
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 5b55e26d..68bfe3cf 100644
--- a/README.md
+++ b/README.md
@@ -210,6 +210,7 @@ Cloud platform service integration. Enables management and interaction with clou
- [alexei-led/k8s-mcp-server](https://github.com/alexei-led/k8s-mcp-server) 🐍 - A lightweight yet robust server that empowers AI assistants to securely execute Kubernetes CLI commands (`kubectl`, `helm`, `istioctl`, and `argocd`) using Unix pipes in a safe Docker environment with multi-architecture support.
- [aliyun/alibaba-cloud-ops-mcp-server](https://github.com/aliyun/alibaba-cloud-ops-mcp-server) 🎖️ 🐍 ☁️ - A MCP server that enables AI assistants to operation resources on Alibaba Cloud, supporting ECS, Cloud Monitor, OOS and widely used cloud products.
- [awslabs/mcp](https://github.com/awslabs/mcp) 🎖️ ☁️ - AWS MCP servers for seamless integration with AWS services and resources.
+- [localstack/localstack-mcp-server](https://github.com/localstack/localstack-mcp-server) 🎖️ 📇 🏠 - A MCP server for LocalStack to manage local AWS environments, including lifecycle operations, infra deployments, log analysis, fault injection, and state management.
- [bright8192/esxi-mcp-server](https://github.com/bright8192/esxi-mcp-server) 🐍 ☁️ - A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), providing simple REST API interfaces for virtual machine management.
- [cloudflare/mcp-server-cloudflare](https://github.com/cloudflare/mcp-server-cloudflare) 🎖️ 📇 ☁️ - Integration with Cloudflare services including Workers, KV, R2, and D1
- [cyclops-ui/mcp-cyclops](https://github.com/cyclops-ui/mcp-cyclops) 🎖️ 🏎️ ☁️ - An MCP server that allows AI agents to manage Kubernetes resources through Cyclops abstraction
From 32f73d7d95d7f1a57d4bf5a3a5f96557a85fcb6d Mon Sep 17 00:00:00 2001
From: Nick Paterno <43416138+nicholasjpaterno@users.noreply.github.com>
Date: Fri, 5 Sep 2025 01:08:14 -0400
Subject: [PATCH 157/504] Update README.md
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 5b55e26d..1ca96230 100644
--- a/README.md
+++ b/README.md
@@ -1193,6 +1193,7 @@ Interact with Git repositories and version control platforms. Enables repository
> [!NOTE]
> More frameworks, utilities, and other developer tools are available at https://github.com/punkpeye/awesome-mcp-devtools
+- [Epistates/TurboMCP](https://github.com/Epistates/turbomcp) 🦀 - TurboMCP SDK: Enterprise MCP SDK in Rust
- [FastMCP](https://github.com/jlowin/fastmcp) 🐍 - A high-level framework for building MCP servers in Python
- [FastMCP](https://github.com/punkpeye/fastmcp) 📇 - A high-level framework for building MCP servers in TypeScript
From 638c9b2f608546ec31fb9fa730e2bf3c412da790 Mon Sep 17 00:00:00 2001
From: Ruslan Bay <67730802+ruslanbay@users.noreply.github.com>
Date: Fri, 5 Sep 2025 14:00:52 +0200
Subject: [PATCH 158/504] Add finmap.org MCP server to Finance & Fintech
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 5b55e26d..eef58c58 100644
--- a/README.md
+++ b/README.md
@@ -652,6 +652,7 @@ Provides direct access to local file systems with configurable permissions. Enab
- [ferdousbhai/investor-agent](https://github.com/ferdousbhai/investor-agent) 🐍 ☁️ - Yahoo Finance integration to fetch stock market data including options recommendations
- [ferdousbhai/tasty-agent](https://github.com/ferdousbhai/tasty-agent) 🐍 ☁️ - Tastyworks API integration to handle trading activities on Tastytrade
- [ferdousbhai/wsb-analyst-mcp](https://github.com/ferdousbhai/wsb-analyst-mcp) 🐍 ☁️ - Reddit integration to analyze content on WallStreetBets community
+- [finmap-org/mcp-server](https://github.com/finmap-org/mcp-server) - [finmap.org](https://finmap.org/) MCP server provides comprehensive historical data from the US, UK, Russian and Turkish stock exchanges. Access sectors, tickers, company profiles, market cap, volume, value, and trade counts, as well as treemap and histogram visualizations.
- [getalby/nwc-mcp-server](https://github.com/getalby/nwc-mcp-server) 📇 🏠 - Bitcoin Lightning wallet integration powered by Nostr Wallet Connect
- [glaksmono/finbud-data-mcp](https://github.com/glaksmono/finbud-data-mcp/tree/main/packages/mcp-server) 📇 ☁️ 🏠 - Access comprehensive, real-time financial data (stocks, options, crypto, forex) via developer-friendly, AI-native APIs offering unbeatable value.
- [heurist-network/heurist-mesh-mcp-server](https://github.com/heurist-network/heurist-mesh-mcp-server) 🎖️ ⛅️ 🏠 🐍 - Access specialized web3 AI agents for blockchain analysis, smart contract security auditing, token metrics evaluation, and on-chain interactions through the Heurist Mesh network. Provides comprehensive tools for DeFi analysis, NFT valuation, and transaction monitoring across multiple blockchains
From 356a84720ac6e8157a3ddcbe3a2317129a193e05 Mon Sep 17 00:00:00 2001
From: PRK Pramod
Date: Fri, 5 Sep 2025 22:51:10 +0530
Subject: [PATCH 159/504] Add new Kaggle MCP Server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 5b55e26d..b335f99e 100644
--- a/README.md
+++ b/README.md
@@ -596,6 +596,7 @@ Integrations and tools designed to simplify data exploration, analysis and enhan
- [kdqed/zaturn](https://github.com/kdqed/zaturn) 🐍 🏠 🪟 🐧 🍎 - Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the data for insights and visualizations.
- [mckinsey/vizro-mcp](https://github.com/mckinsey/vizro/tree/main/vizro-mcp) 🎖️ 🐍 🏠 - Tools and templates to create validated and maintainable data charts and dashboards.
- [optuna/optuna-mcp](https://github.com/optuna/optuna-mcp) 🎖️ 🐍 🏠 🐧 🍎 - Official MCP server enabling seamless orchestration of hyperparameter search and other optimization tasks with [Optuna](https://optuna.org/).
+- [pramod/kaggle](https://github.com/KrishnaPramodParupudi/kaggle-mcp-server) 🐍 - This Kaggle MCP Server makes Kaggle more accessible by letting you browse competitions, leaderboards, models, datasets, and kernels directly within MCP, streamlining discovery for data scientists and developers.
- [reading-plus-ai/mcp-server-data-exploration](https://github.com/reading-plus-ai/mcp-server-data-exploration) 🐍 ☁️ - Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.
- [subelsky/bundler_mcp](https://github.com/subelsky/bundler_mcp) 💎 🏠 - Enables agents to query local information about dependencies in a Ruby project's `Gemfile`.
- [Bright-L01/networkx-mcp-server](https://github.com/Bright-L01/networkx-mcp-server) 🐍 🏠 - The first NetworkX integration for Model Context Protocol, enabling graph analysis and visualization directly in AI conversations. Supports 13 operations including centrality algorithms, community detection, PageRank, and graph visualization.
From de9cee6e4665df0b7598ea40096aa704335fae39 Mon Sep 17 00:00:00 2001
From: choieastsea
Date: Sat, 6 Sep 2025 15:57:41 +0900
Subject: [PATCH 160/504] Add python-openstackmcp-server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 5b55e26d..ef21bfb7 100644
--- a/README.md
+++ b/README.md
@@ -224,6 +224,7 @@ Cloud platform service integration. Enables management and interaction with clou
- [manusa/Kubernetes MCP Server](https://github.com/manusa/kubernetes-mcp-server) 🏎️ 🏠 A - powerful Kubernetes MCP server with additional support for OpenShift. Besides providing CRUD operations for **any** Kubernetes resource, this server provides specialized tools to interact with your cluster.
- [Nebula-Block-Data/nebulablock-mcp-server](https://github.com/Nebula-Block-Data/nebulablock-mcp-server) 📇 🏠 - integrates with the fastmcp library to expose the full range of NebulaBlock API functionalities as accessible tools
- [nwiizo/tfmcp](https://github.com/nwiizo/tfmcp) - 🦀 🏠 - A Terraform MCP server allowing AI assistants to manage and operate Terraform environments, enabling reading configurations, analyzing plans, applying configurations, and managing Terraform state.
+- [openstack-kr/python-openstackmcp-server](https://github.com/openstack-kr/python-openstackmcp-server) 🐍 ☁️ - OpenStack MCP server for cloud infrastructure management based on openstacksdk.
- [portainer/portainer-mcp](https://github.com/portainer/portainer-mcp) 🏎️ ☁️/🏠 - A powerful MCP server that enables AI assistants to seamlessly interact with Portainer instances, providing natural language access to container management, deployment operations, and infrastructure monitoring capabilities.
- [pulumi/mcp-server](https://github.com/pulumi/mcp-server) 🎖️ 📇 🏠 - MCP server for interacting with Pulumi using the Pulumi Automation API and Pulumi Cloud API. Enables MCP clients to perform Pulumi operations like retrieving package information, previewing changes, deploying updates, and retrieving stack outputs programmatically.
- [pythonanywhere/pythonanywhere-mcp-server](https://github.com/pythonanywhere/pythonanywhere-mcp-server) 🐍 🏠 - MCP server implementation for PythonAnywhere cloud platform.
From 1ba3df264ac45c5d96819ba900762c619c669a14 Mon Sep 17 00:00:00 2001
From: Gemy
Date: Sat, 6 Sep 2025 17:20:15 +0300
Subject: [PATCH 161/504] Add multi-research-agents KTOR server to the list of
MCP servers
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 5b55e26d..7a2c96b1 100644
--- a/README.md
+++ b/README.md
@@ -876,6 +876,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [exa-labs/exa-mcp-server](https://github.com/exa-labs/exa-mcp-server) 🎖️ 📇 ☁️ – A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.
- [fatwang2/search1api-mcp](https://github.com/fatwang2/search1api-mcp) 📇 ☁️ - Search via search1api (requires paid API key)
- [format37/youtube_mcp](https://github.com/format37/youtube_mcp) 🐍 ☁️ – MCP server that transcribes YouTube videos to text. Uses yt-dlp to download audio and OpenAI's Whisper-1 for more precise transcription than youtube captions. Provide a YouTube URL and get back the full transcript splitted by chunks for long videos.
+- [gemy411/multi-research-agents](https://github.com/gemy411/multi-agents-research) ☁️ - a KTOR server/ MCP server written in Kotlin applying multi-agents schools in a flexible research system to be used with coding or for research any general case.
- [genomoncology/biomcp](https://github.com/genomoncology/biomcp) 🐍 ☁️ - Biomedical research server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info.
- [hbg/mcp-paperswithcode](https://github.com/hbg/mcp-paperswithcode) - 🐍 ☁️ MCP to search through PapersWithCode API
- [hellokaton/unsplash-mcp-server](https://github.com/hellokaton/unsplash-mcp-server)) 🐍 ☁️ - A MCP server for Unsplash image search.
From da84ca8398a469bf8804a08a2f82e714fccb9c24 Mon Sep 17 00:00:00 2001
From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com>
Date: Sun, 7 Sep 2025 21:33:28 -0400
Subject: [PATCH 162/504] Update README.md
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index e870df70..2e8679c7 100644
--- a/README.md
+++ b/README.md
@@ -888,7 +888,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [kshern/mcp-tavily](https://github.com/kshern/mcp-tavily.git) ☁️ 📇 – Tavily AI search API
- [leehanchung/bing-search-mcp](https://github.com/leehanchung/bing-search-mcp) 📇 ☁️ - Web search capabilities using Microsoft Bing Search API
- [lfnovo/content-core](https://github.com/lfnovo/content-core) 🐍 🏠 - Extract content from URLs, documents, videos, and audio files using intelligent auto-engine selection. Supports web pages, PDFs, Word docs, YouTube transcripts, and more with structured JSON responses.
-- [Linked-API/linkedapi-mcp](https://github.com/Linked-API/linkedapi-mcp) 🎖️📇☁️ - MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data.
+- [Linked-API/linkedapi-mcp](https://github.com/Linked-API/linkedapi-mcp) 🎖️ 📇 ☁️ - MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data.
- [luminati-io/brightdata-mcp](https://github.com/luminati-io/brightdata-mcp) 📇 ☁️ - Discover, extract, and interact with the web - one interface powering automated access across the public internet.
- [mikechao/brave-search-mcp](https://github.com/mikechao/brave-search-mcp) 📇 ☁️ - Web, Image, News, Video, and Local Point of Interest search capabilities using Brave's Search API
- [modelcontextprotocol/server-brave-search](https://github.com/modelcontextprotocol/servers/tree/main/src/brave-search) 📇 ☁️ - Web search capabilities using Brave's Search API
From b89679536c011ea94811a58d2e3c5a36d5e7dfc6 Mon Sep 17 00:00:00 2001
From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com>
Date: Sun, 7 Sep 2025 21:33:45 -0400
Subject: [PATCH 163/504] Update README.md
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 2e8679c7..ebe2dc5d 100644
--- a/README.md
+++ b/README.md
@@ -888,7 +888,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [kshern/mcp-tavily](https://github.com/kshern/mcp-tavily.git) ☁️ 📇 – Tavily AI search API
- [leehanchung/bing-search-mcp](https://github.com/leehanchung/bing-search-mcp) 📇 ☁️ - Web search capabilities using Microsoft Bing Search API
- [lfnovo/content-core](https://github.com/lfnovo/content-core) 🐍 🏠 - Extract content from URLs, documents, videos, and audio files using intelligent auto-engine selection. Supports web pages, PDFs, Word docs, YouTube transcripts, and more with structured JSON responses.
-- [Linked-API/linkedapi-mcp](https://github.com/Linked-API/linkedapi-mcp) 🎖️ 📇 ☁️ - MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data.
+- [Linked-API/linkedapi-mcp](https://github.com/Linked-API/linkedapi-mcp) 🎖️ 📇 ☁️ - MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data.
- [luminati-io/brightdata-mcp](https://github.com/luminati-io/brightdata-mcp) 📇 ☁️ - Discover, extract, and interact with the web - one interface powering automated access across the public internet.
- [mikechao/brave-search-mcp](https://github.com/mikechao/brave-search-mcp) 📇 ☁️ - Web, Image, News, Video, and Local Point of Interest search capabilities using Brave's Search API
- [modelcontextprotocol/server-brave-search](https://github.com/modelcontextprotocol/servers/tree/main/src/brave-search) 📇 ☁️ - Web search capabilities using Brave's Search API
From 21a17dce5178178e4e01f69a0392cd2ff8512192 Mon Sep 17 00:00:00 2001
From: Liangwei Yang
Date: Wed, 10 Sep 2025 01:06:36 -0700
Subject: [PATCH 164/504] Add PersonalHub to all language versions
PersonalHub is a comprehensive personal data aggregation MCP server with Steam, YouTube, Bilibili, Spotify, and Reddit integrations. Features OAuth2 authentication, automatic token management, and 90+ tools for personal data access across platforms.
Added to:
- README.md (English)
- README-zh.md (Simplified Chinese)
- README-ja.md (Japanese)
- README-ko.md (Korean)
- README-th.md (Thai)
- README-pt_BR.md (Portuguese)
- README-zh_TW.md (Traditional Chinese)
Repository: https://github.com/YangLiangwei/PersonalHub
---
README-ja.md | 1 +
README-ko.md | 1 +
README-pt_BR.md | 1 +
README-th.md | 1 +
README-zh.md | 1 +
README-zh_TW.md | 1 +
README.md | 1 +
7 files changed, 7 insertions(+)
diff --git a/README-ja.md b/README-ja.md
index be556982..f9583eff 100644
--- a/README-ja.md
+++ b/README-ja.md
@@ -122,6 +122,7 @@
- [MCP Access Point](https://github.com/sxhxliang/mcp-access-point) 📇 ☁️ 🏠 🍎 🪟 🐧 - サーバー側のコードに変更を加えることなく、Web API を 1 回のクリックで MCP サーバーに変換します。。
- [hamflx/imagen3-mcp](https://github.com/hamflx/imagen3-mcp) 📇 🏠 🪟 🍎 🐧 - MCPを通じてGoogleのImagen 3.0 APIを使用する強力な画像生成ツール。高度な写真、芸術的、写実的なコントロールでテキストプロンプトから高品質な画像を生成します。
- [SureScaleAI/openai-gpt-image-mcp](https://github.com/SureScaleAI/openai-gpt-image-mcp) 📇 ☁️ - OpenAI GPT画像生成・編集MCPサーバー
+- [YangLiangwei/PersonalHub](https://github.com/YangLiangwei/PersonalHub) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Steam、YouTube、Bilibili、Spotify、Redditを統合した包括的な個人データ集約MCPサーバー。OAuth2認証、自動トークン管理、90+ツールでゲーム、音楽、動画、ソーシャルプラットフォームデータにアクセス。
### 🎨 芸術と文化
diff --git a/README-ko.md b/README-ko.md
index 95353314..8e32e730 100644
--- a/README-ko.md
+++ b/README-ko.md
@@ -105,6 +105,7 @@
- [MetaMCP](https://github.com/metatool-ai/metatool-app) 📇 ☁️ 🏠 🍎 🪟 🐧 - MetaMCP는 GUI를 통해 MCP 연결을 관리하는 통합 미들웨어 MCP 서버입니다.
- [MCP Access Point](https://github.com/sxhxliang/mcp-access-point) 📇 ☁️ 🏠 🍎 🪟 🐧 - 서버 측 코드를 변경하지 않고 한 번의 클릭으로 웹 API를 MCP 서버로 변환합니다.
- [hamflx/imagen3-mcp](https://github.com/hamflx/imagen3-mcp) 📇 🏠 🪟 🍎 🐧 - MCP를 통해 Google의 Imagen 3.0 API를 사용하는 강력한 이미지 생성 도구. 고급 사진, 예술 및 사실적인 컨트롤로 텍스트 프롬프트에서 고품질 이미지를 생성합니다.
+- [YangLiangwei/PersonalHub](https://github.com/YangLiangwei/PersonalHub) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Steam, YouTube, Bilibili, Spotify, Reddit을 통합한 포괄적인 개인 데이터 집계 MCP 서버. OAuth2 인증, 자동 토큰 관리, 90+ 도구로 게임, 음악, 비디오, 소셜 플랫폼 데이터에 액세스.
### 📂 브라우저 자동화
diff --git a/README-pt_BR.md b/README-pt_BR.md
index 6de710a8..49652d71 100644
--- a/README-pt_BR.md
+++ b/README-pt_BR.md
@@ -116,6 +116,7 @@ Servidores para acessar muitos aplicativos e ferramentas por meio de um único s
- [MetaMCP](https://github.com/metatool-ai/metatool-app) 📇 ☁️ 🏠 🍎 🪟 🐧 - MetaMCP é o servidor middleware MCP unificado que gerencia suas conexões MCP com GUI.
- [MCP Access Point](https://github.com/sxhxliang/mcp-access-point) 📇 ☁️ 🏠 🍎 🪟 🐧 - Transforme um API web em um servidor MCP com um clique, sem fazer nenhuma alteração no código.
- [hamflx/imagen3-mcp](https://github.com/hamflx/imagen3-mcp) 📇 🏠 🪟 🍎 🐧 - Uma poderosa ferramenta de geração de imagens usando a API Imagen 3.0 do Google através do MCP. Gere imagens de alta qualidade a partir de prompts de texto com controles avançados de fotografia, artísticos e fotorrealistas.
+- [YangLiangwei/PersonalHub](https://github.com/YangLiangwei/PersonalHub) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Servidor MCP abrangente de agregação de dados pessoais com integrações Steam, YouTube, Bilibili, Spotify e Reddit. Possui autenticação OAuth2, gerenciamento automático de tokens e 90+ ferramentas para acesso a dados de jogos, música, vídeo e plataformas sociais.
### 🎨 Arte e Cultura
diff --git a/README-th.md b/README-th.md
index 3aa22d92..4bad7171 100644
--- a/README-th.md
+++ b/README-th.md
@@ -105,6 +105,7 @@
- [1mcp/agent](https://github.com/1mcp-app/agent) 📇 ☁️ 🏠 🍎 🪟 🐧 - เซิร์ฟเวอร์ MCP ที่รวมกันหลายเซิร์ฟเวอร์ MCP เป็นเซิร์ฟเวอร์เดียว
- [PipedreamHQ/pipedream](https://github.com/PipedreamHQ/pipedream/tree/master/modelcontextprotocol) ☁️ 🏠 - เชื่อมต่อกับ API 2,500 รายการ พร้อมเครื่องมือสำเร็จรูป 8,000+ รายการ และจัดการเซิร์ฟเวอร์สำหรับผู้ใช้งานของคุณในแอปของคุณเอง
- [tigranbs/mcgravity](https://github.com/tigranbs/mcgravity) 📇 🏠 - เครื่องมือพร็อกซี่สำหรับรวมเซิร์ฟเวอร์ MCP หลายตัวเข้าด้วยกันเป็นจุดเชื่อมต่อเดียว ปรับขนาดเครื่องมือ AI ของคุณด้วยการกระจายโหลดคำขอระหว่างเซิร์ฟเวอร์ MCP หลายตัว คล้ายกับวิธีที่ Nginx ทำงานสำหรับเว็บเซิร์ฟเวอร์
+- [YangLiangwei/PersonalHub](https://github.com/YangLiangwei/PersonalHub) 🐍 ☁️ 🏠 🍎 🪟 🐧 - เซิร์ฟเวอร์ MCP รวมข้อมูลส่วนตัวที่ครอบคลุมด้วยการรวม Steam, YouTube, Bilibili, Spotify และ Reddit พร้อมการรับรองความถูกต้อง OAuth2 การจัดการโทเค็นอัตโนมัติ และเครื่องมือ 90+ สำหรับเข้าถึงข้อมูลเกม เพลง วิดีโอ และแพลตฟอร์มโซเชียล
### 🎨 ศิลปะและวัฒนธรรม
diff --git a/README-zh.md b/README-zh.md
index 315d4848..3ae60593 100644
--- a/README-zh.md
+++ b/README-zh.md
@@ -108,6 +108,7 @@
- [MetaMCP](https://github.com/metatool-ai/metatool-app) 📇 ☁️ 🏠 🍎 🪟 🐧 - MetaMCP是一个统一的中间件MCP服务器，通过GUI管理您的MCP连接。
- [MCP Access Point](https://github.com/sxhxliang/mcp-access-point) 📇 ☁️ 🏠 🍎 🪟 🐧 - 一键将Web API转成为MCP服务器，而无需对服务器端代码进行任何修改。
- [hamflx/imagen3-mcp](https://github.com/hamflx/imagen3-mcp) 📇 🏠 🪟 🍎 🐧 - 一个通过 MCP 使用 Google Imagen 3.0 API 的强大图像生成工具。使用文本提示生成具有高级摄影、艺术和逼真控制的高质量图像。
+- [YangLiangwei/PersonalHub](https://github.com/YangLiangwei/PersonalHub) 🐍 ☁️ 🏠 🍎 🪟 🐧 - 全面的个人数据聚合MCP服务器，集成Steam、YouTube、Bilibili、Spotify和Reddit。具有OAuth2认证、自动令牌管理和90+工具，用于游戏、音乐、视频和社交平台数据访问。
### 📂 浏览器自动化
diff --git a/README-zh_TW.md b/README-zh_TW.md
index 59c061d1..e21d727e 100644
--- a/README-zh_TW.md
+++ b/README-zh_TW.md
@@ -97,6 +97,7 @@
- [MetaMCP](https://github.com/metatool-ai/metatool-app) 📇 ☁️ 🏠 🍎 🪟 🐧 - MetaMCP是一個統一的中間件MCP伺服器，通過GUI管理您的MCP連接。
- [MCP Access Point](https://github.com/sxhxliang/mcp-access-point) 📇 ☁️ 🏠 🍎 🪟 🐧 - 一鍵將Web API轉入MCP伺服器，而無需對程式碼進行任何修改。
- [hamflx/imagen3-mcp](https://github.com/hamflx/imagen3-mcp) 📇 🏠 🪟 🍎 🐧 - 一個通過 MCP 使用 Google Imagen 3.0 API 的強大圖像生成工具。使用文本提示生成具有高級攝影、藝術和逼真控制的高質量圖像。
+- [YangLiangwei/PersonalHub](https://github.com/YangLiangwei/PersonalHub) 🐍 ☁️ 🏠 🍎 🪟 🐧 - 全面的個人數據聚合MCP伺服器，整合Steam、YouTube、Bilibili、Spotify和Reddit。具有OAuth2認證、自動令牌管理和90+工具，用於遊戲、音樂、影片和社交平台數據存取。
### 📂 瀏覽器自動化
diff --git a/README.md b/README.md
index caf91cf0..f0eb03f4 100644
--- a/README.md
+++ b/README.md
@@ -133,6 +133,7 @@ Servers for accessing many apps and tools through a single MCP server.
- [WayStation-ai/mcp](https://github.com/waystation-ai/mcp) ☁️ 🍎 🪟 - Seamlessly and securely connect Claude Desktop and other MCP hosts to your favorite apps (Notion, Slack, Monday, Airtable, etc.). Takes less than 90 secs.
- [wegotdocs/open-mcp](https://github.com/wegotdocs/open-mcp) 📇 🏠 🍎 🪟 🐧 - Turn a web API into an MCP server in 10 seconds and add it to the open source registry: https://open-mcp.org
- [Data-Everything/mcp-server-templates](https://github.com/Data-Everything/mcp-server-templates) 📇 🏠 🍎 🪟 🐧 - One server. All tools. A unified MCP platform that connects many apps, tools, and services behind one powerful interface—ideal for local devs or production agents.
+- [YangLiangwei/PersonalHub](https://github.com/YangLiangwei/PersonalHub) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Comprehensive personal data aggregation MCP server with Steam, YouTube, Bilibili, Spotify, Reddit, etc. Features OAuth2 authentication, automatic token management, and 90+ tools for gaming, music, video, and social platform data access.
### 🚀 Aerospace & Astrodynamics
From eb1041dad49b90c1602aeac7ba886de2b3018379 Mon Sep 17 00:00:00 2001
From: Don MacKinnon
Date: Thu, 11 Sep 2025 09:56:15 -0600
Subject: [PATCH 165/504] Add Searchcraft MCP server
---
README.md | 7 ++++---
1 file changed, 4 insertions(+), 3 deletions(-)
diff --git a/README.md b/README.md
index caf91cf0..5f57ab62 100644
--- a/README.md
+++ b/README.md
@@ -316,7 +316,7 @@ Integration with communication platforms for message management and channel oper
- [InditexTech/mcp-teams-server](https://github.com/InditexTech/mcp-teams-server) 🐍 ☁️ - MCP server that integrates Microsoft Teams messaging (read, post, mention, list members and threads)
- [jagan-shanmugam/mattermost-mcp-host](https://github.com/jagan-shanmugam/mattermost-mcp-host) 🐍 🏠 - A MCP server along with MCP host that provides access to Mattermost teams, channels and messages. MCP host is integrated as a bot in Mattermost with access to MCP servers that can be configured.
- [jaipandya/producthunt-mcp-server](https://github.com/jaipandya/producthunt-mcp-server) 🐍 🏠 - MCP server for Product Hunt. Interact with trending posts, comments, collections, users, and more.
-- [joinly-ai/joinly](https://github.com/joinly-ai/joinly) 🐍☁️ - MCP server to interact with browser-based meeting platforms (Zoom, Teams, Google Meet). Enables AI agents to send bots to online meetings, gather live transcripts, speak text, and send messages in the meeting chat.
+- [joinly-ai/joinly](https://github.com/joinly-ai/joinly) 🐍☁️ - MCP server to interact with browser-based meeting platforms (Zoom, Teams, Google Meet). Enables AI agents to send bots to online meetings, gather live transcripts, speak text, and send messages in the meeting chat.
- [keturiosakys/bluesky-context-server](https://github.com/keturiosakys/bluesky-context-server) 📇 ☁️ - Bluesky instance integration for querying and interaction
- [khan2a/telephony-mcp-server](https://github.com/khan2a/telephony-mcp-server) 🐍 💬 - MCP Telephony server for automating voice calls with Speech-to-Text and Speech Recognition to summarize call conversations. Send and receive SMS, detect voicemail, and integrate with Vonage APIs for advanced telephony workflows.
- [korotovsky/slack-mcp-server](https://github.com/korotovsky/slack-mcp-server) 📇 ☁️ - The most powerful MCP server for Slack Workspaces.
@@ -913,6 +913,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [ricocf/mcp-wolframalpha](https://github.com/ricocf/mcp-wolframalpha) 🐍 🏠 ☁️ - An MCP server lets AI assistants use the Wolfram Alpha API for real-time access to computational knowledge and data.
- [sascharo/gxtract](https://github.com/sascharo/gxtract) 🐍 ☁️ 🪟 🐧 🍎 - GXtract is a MCP server designed to integrate with VS Code and other compatible editors (documentation: [sascharo.github.io/gxtract](https://sascharo.github.io/gxtract)). It provides a suite of tools for interacting with the GroundX platform, enabling you to leverage its powerful document understanding capabilities directly within your development environment.
- [scrapeless-ai/scrapeless-mcp-server](https://github.com/scrapeless-ai/scrapeless-mcp-server) 🐍 ☁️ - The Scrapeless Model Context Protocol service acts as an MCP server connector to the Google SERP API, enabling web search within the MCP ecosystem without leaving it.
+- [searchcraft-inc/searchcraft-mcp-server](https://github.com/searchcraft-inc/searchcraft-mcp-server) 🎖️ 📇 ☁️ - Official MCP server for managing Searchcraft clusters, creating a search index, generating an index dynamically given a data file and for easily importing data into a search index given a feed or local json file.
- [SecretiveShell/MCP-searxng](https://github.com/SecretiveShell/MCP-searxng) 🐍 🏠 - An MCP Server to connect to searXNG instances
- [shopsavvy/shopsavvy-mcp-server](https://github.com/shopsavvy/shopsavvy-mcp-server) 🎖️ 📇 ☁️ - Complete product and pricing data solution for AI assistants. Search for products by barcode/ASIN/URL, access detailed product metadata, access comprehensive pricing data from thousands of retailers, view and track price history, and more.
- [takashiishida/arxiv-latex-mcp](https://github.com/takashiishida/arxiv-latex-mcp) 🐍 ☁️ - Get the LaTeX source of arXiv papers to handle mathematical content and equations
@@ -965,9 +966,9 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [rad-security/mcp-server](https://github.com/rad-security/mcp-server) 📇 ☁️ - MCP server for RAD Security, providing AI-powered security insights for Kubernetes and cloud environments. This server provides tools for querying the Rad Security API and retrieving security findings, reports, runtime data and many more.
- [roadwy/cve-search_mcp](https://github.com/roadwy/cve-search_mcp) 🐍 🏠 - A Model Context Protocol (MCP) server for querying the CVE-Search API. This server provides comprehensive access to CVE-Search, browse vendor and product、get CVE per CVE-ID、get the last updated CVEs.
- [safedep/vet](https://github.com/safedep/vet/blob/main/docs/mcp.md) 🎖️ 🏎️ ☁️ 🍎 🪟 🐧 - vet-mcp checks open source packages—like those suggested by AI coding tools—for vulnerabilities and malicious code. It supports npm and PyPI, and runs locally via Docker or as a standalone binary for fast, automated vetting.
-- [sanyambassi/ciphertrust-manager-mcp-server](https://github.com/sanyambassi/ciphertrust-manager-mcp-server) 🐍 ☁️ 🏠 🐧 🪟 - MCP server for Thales CipherTrust Manager integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants.
+- [sanyambassi/ciphertrust-manager-mcp-server](https://github.com/sanyambassi/ciphertrust-manager-mcp-server) 🐍 ☁️ 🏠 🐧 🪟 - MCP server for Thales CipherTrust Manager integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants.
- [sanyambassi/thales-cdsp-cakm-mcp-server](https://github.com/sanyambassi/thales-cdsp-cakm-mcp-server) 🐍 ☁️ 🏠 🐧 🪟 - MCP server for Thales CDSP CAKM integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants for Ms SQL and Oracle Databases.
-- [sanyambassi/thales-cdsp-crdp-mcp-server](https://github.com/sanyambassi/thales-cdsp-crdp-mcp-server) 📇 ☁️ 🏠 🐧 🪟 - MCP server for Thales CipherTrust Manager RestFul Data Protection service.
+- [sanyambassi/thales-cdsp-crdp-mcp-server](https://github.com/sanyambassi/thales-cdsp-crdp-mcp-server) 📇 ☁️ 🏠 🐧 🪟 - MCP server for Thales CipherTrust Manager RestFul Data Protection service.
- [securityfortech/secops-mcp](https://github.com/securityfortech/secops-mcp) 🐍 🏠 - All-in-one security testing toolbox that brings together popular open source tools through a single MCP interface. Connected to an AI agent, it enables tasks like pentesting, bug bounty hunting, threat hunting, and more.
- [semgrep/mcp](https://github.com/semgrep/mcp) 📇 ☁️ Allow AI agents to scan code for security vulnerabilites using [Semgrep](https://semgrep.dev).
- [slouchd/cyberchef-api-mcp-server](https://github.com/slouchd/cyberchef-api-mcp-server) 🐍 ☁️ - MCP server for interacting with the CyberChef server API which will allow an MCP client to utilise the CyberChef operations.
From 6210518fd4051c3705907ce154c52bdf1302db79 Mon Sep 17 00:00:00 2001
From: Don MacKinnon
Date: Thu, 11 Sep 2025 10:02:40 -0600
Subject: [PATCH 166/504] trailing space cleanup
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 5f57ab62..12bf5dce 100644
--- a/README.md
+++ b/README.md
@@ -966,7 +966,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [rad-security/mcp-server](https://github.com/rad-security/mcp-server) 📇 ☁️ - MCP server for RAD Security, providing AI-powered security insights for Kubernetes and cloud environments. This server provides tools for querying the Rad Security API and retrieving security findings, reports, runtime data and many more.
- [roadwy/cve-search_mcp](https://github.com/roadwy/cve-search_mcp) 🐍 🏠 - A Model Context Protocol (MCP) server for querying the CVE-Search API. This server provides comprehensive access to CVE-Search, browse vendor and product、get CVE per CVE-ID、get the last updated CVEs.
- [safedep/vet](https://github.com/safedep/vet/blob/main/docs/mcp.md) 🎖️ 🏎️ ☁️ 🍎 🪟 🐧 - vet-mcp checks open source packages—like those suggested by AI coding tools—for vulnerabilities and malicious code. It supports npm and PyPI, and runs locally via Docker or as a standalone binary for fast, automated vetting.
-- [sanyambassi/ciphertrust-manager-mcp-server](https://github.com/sanyambassi/ciphertrust-manager-mcp-server) 🐍 ☁️ 🏠 🐧 🪟 - MCP server for Thales CipherTrust Manager integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants.
+- [sanyambassi/ciphertrust-manager-mcp-server](https://github.com/sanyambassi/ciphertrust-manager-mcp-server) 🐍 ☁️ 🏠 🐧 🪟 - MCP server for Thales CipherTrust Manager integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants.
- [sanyambassi/thales-cdsp-cakm-mcp-server](https://github.com/sanyambassi/thales-cdsp-cakm-mcp-server) 🐍 ☁️ 🏠 🐧 🪟 - MCP server for Thales CDSP CAKM integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants for Ms SQL and Oracle Databases.
- [sanyambassi/thales-cdsp-crdp-mcp-server](https://github.com/sanyambassi/thales-cdsp-crdp-mcp-server) 📇 ☁️ 🏠 🐧 🪟 - MCP server for Thales CipherTrust Manager RestFul Data Protection service.
- [securityfortech/secops-mcp](https://github.com/securityfortech/secops-mcp) 🐍 🏠 - All-in-one security testing toolbox that brings together popular open source tools through a single MCP interface. Connected to an AI agent, it enables tasks like pentesting, bug bounty hunting, threat hunting, and more.
From ccb9b6eaa1f9302f4366ff8dab10cea6c13e3c75 Mon Sep 17 00:00:00 2001
From: kukapay
Date: Fri, 12 Sep 2025 11:38:47 +0800
Subject: [PATCH 167/504] Add bridge-metrics-mcp
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 07dbeeab..32c6e525 100644
--- a/README.md
+++ b/README.md
@@ -665,6 +665,7 @@ Provides direct access to local file systems with configurable permissions. Enab
- [kukapay/blockbeats-mcp](https://github.com/kukapay/blockbeats-mcp) 🐍 ☁️ - An MCP server that delivers blockchain news and in-depth articles from BlockBeats for AI agents.
- [kukapay/blocknative-mcp](https://github.com/kukapay/blocknative-mcp) 🐍 ☁️ - Providing real-time gas price predictions across multiple blockchains, powered by Blocknative.
- [kukapay/bridge-rates-mcp](https://github.com/kukapay/bridge-rates-mcp) 📇 ☁️ - Delivering real-time cross-chain bridge rates and optimal transfer routes to onchain AI agents.
+- [kukapay/bridge-metrics-mcp](https://github.com/kukapay/bridge-metrics-mcp) 📇 ☁️ - Providing real-time cross-chain bridge metrics.
- [kukapay/chainlink-feeds-mcp](https://github.com/kukapay/chainlink-feeds-mcp) 📇 ☁️ - Providing real-time access to Chainlink's decentralized on-chain price feeds.
- [kukapay/chainlist-mcp](https://github.com/kukapay/chainlist-mcp) 📇 ☁️ - An MCP server that gives AI agents fast access to verified EVM chain information, including RPC URLs, chain IDs, explorers, and native tokens.
- [kukapay/cointelegraph-mcp](https://github.com/kukapay/cointelegraph-mcp) 🐍 ☁️ - Providing real-time access to the latest news from Cointelegraph.
From ee1940d2253a5df90f92c0bff7bb78330bb7c3b2 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=EC=86=A1=EC=9E=AC=EC=A7=84?=
Date: Fri, 12 Sep 2025 21:37:38 +0900
Subject: [PATCH 168/504] add korea-stock-mcp
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index caf91cf0..9565f134 100644
--- a/README.md
+++ b/README.md
@@ -660,6 +660,7 @@ Provides direct access to local file systems with configurable permissions. Enab
- [HuggingAGI/mcp-baostock-server](https://github.com/HuggingAGI/mcp-baostock-server) 🐍 ☁️ - MCP server based on baostock, providing access and analysis capabilities for Chinese stock market data.
- [intentos-labs/beeper-mcp](https://github.com/intentos-labs/beeper-mcp) 🐍 - Beeper provides transactions on BSC, including balance/token transfers, token swaps in Pancakeswap and beeper reward claims.
- [janswist/mcp-dexscreener](https://github.com/janswist/mcp-dexscreener) 📇 ☁️ - Real-time on-chain market prices using open and free Dexscreener API
+- [jjlabsio/korea-stock-mcp](https://github.com/jjlabsio/korea-stock-mcp) 📇 ☁️ - An MCP Server for Korean stock analysis using OPEN DART API and KRX API
- [kukapay/binance-alpha-mcp](https://github.com/kukapay/binance-alpha-mcp) 🐍 ☁️ - An MCP server for tracking Binance Alpha trades, helping AI agents optimize alpha point accumulation.
- [kukapay/blockbeats-mcp](https://github.com/kukapay/blockbeats-mcp) 🐍 ☁️ - An MCP server that delivers blockchain news and in-depth articles from BlockBeats for AI agents.
- [kukapay/blocknative-mcp](https://github.com/kukapay/blocknative-mcp) 🐍 ☁️ - Providing real-time gas price predictions across multiple blockchains, powered by Blocknative.
From 8a63a2010ac167fffbed3051e6914bf2dba8c6c5 Mon Sep 17 00:00:00 2001
From: Aurelien Waels
Date: Fri, 12 Sep 2025 16:16:22 +0200
Subject: [PATCH 169/504] Add Kestra MCP server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index caf91cf0..12045f0c 100644
--- a/README.md
+++ b/README.md
@@ -220,6 +220,7 @@ Cloud platform service integration. Enables management and interaction with clou
- [hardik-id/azure-resource-graph-mcp-server](https://github.com/hardik-id/azure-resource-graph-mcp-server) 📇 ☁️/🏠 - A Model Context Protocol server for querying and analyzing Azure resources at scale using Azure Resource Graph, enabling AI assistants to explore and monitor Azure infrastructure.
- [jdubois/azure-cli-mcp](https://github.com/jdubois/azure-cli-mcp) - A wrapper around the Azure CLI command line that allows you to talk directly to Azure
- [johnneerdael/netskope-mcp](https://github.com/johnneerdael/netskope-mcp) 🔒 ☁️ - An MCP to give access to all Netskope Private Access components within a Netskope Private Access environments including detailed setup information and LLM examples on usage.
+- [kestra-io/mcp-server-python](https://github.com/kestra-io/mcp-server-python) 🐍 ☁️ - Implementation of MCP server for [Kestra](https://kestra.io) workflow orchestration platform.
- [liveblocks/liveblocks-mcp-server](https://github.com/liveblocks/liveblocks-mcp-server) 🎖️ 📇 ☁️ - Create, modify, and delete different aspects of [Liveblocks](https://liveblocks.io) such as rooms, threads, comments, notifications, and more. Additionally, it has read access to Storage and Yjs.
- [manusa/Kubernetes MCP Server](https://github.com/manusa/kubernetes-mcp-server) 🏎️ 🏠 A - powerful Kubernetes MCP server with additional support for OpenShift. Besides providing CRUD operations for **any** Kubernetes resource, this server provides specialized tools to interact with your cluster.
- [Nebula-Block-Data/nebulablock-mcp-server](https://github.com/Nebula-Block-Data/nebulablock-mcp-server) 📇 🏠 - integrates with the fastmcp library to expose the full range of NebulaBlock API functionalities as accessible tools
From 28a7b054f7a8851fea3ca0498e5af61e6f52b968 Mon Sep 17 00:00:00 2001
From: "m.zatolokin"
Date: Fri, 12 Sep 2025 22:11:42 +0300
Subject: [PATCH 170/504] Remove duplicate entry for StacklokLabs/mkp in
README.md Correct link for Coinpaprika DexPaprika MCP server
---
README.md | 3 +--
1 file changed, 1 insertion(+), 2 deletions(-)
diff --git a/README.md b/README.md
index caf91cf0..daf622eb 100644
--- a/README.md
+++ b/README.md
@@ -234,7 +234,6 @@ Cloud platform service integration. Enables management and interaction with clou
- [rohitg00/kubectl-mcp-server](https://github.com/rohitg00/kubectl-mcp-server) 🐍 ☁️/🏠 - A Model Context Protocol (MCP) server for Kubernetes that enables AI assistants like Claude, Cursor, and others to interact with Kubernetes clusters through natural language.
- [silenceper/mcp-k8s](https://github.com/silenceper/mcp-k8s) 🏎️ ☁️/🏠 - MCP-K8S is an AI-driven Kubernetes resource management tool that allows users to operate any resources in Kubernetes clusters through natural language interaction, including native resources (like Deployment, Service) and custom resources (CRD). No need to memorize complex commands - just describe your needs, and AI will accurately execute the corresponding cluster operations, greatly enhancing the usability of Kubernetes.
- [StacklokLabs/mkp](https://github.com/StacklokLabs/mkp) 🏎️ ☁️ - MKP is a Model Context Protocol (MCP) server for Kubernetes that allows LLM-powered applications to interact with Kubernetes clusters. It provides tools for listing and applying Kubernetes resources through the MCP protocol.
-- [StacklokLabs/mkp](https://github.com/StacklokLabs/mkp) 🏎️ ☁️/🏠 - Model Kontext Protocol Server for Kubernetes that allows LLM-powered applications to interact with Kubernetes clusters through native Go implementation with direct API integration and comprehensive resource management
- [StacklokLabs/ocireg-mcp](https://github.com/StacklokLabs/ocireg-mcp) 🏎️ ☁️ - An SSE-based MCP server that allows LLM-powered applications to interact with OCI registries. It provides tools for retrieving information about container images, listing tags, and more.
- [strowk/mcp-k8s-go](https://github.com/strowk/mcp-k8s-go) 🏎️ ☁️/🏠 - Kubernetes cluster operations through MCP
- [thunderboltsid/mcp-nutanix](https://github.com/thunderboltsid/mcp-nutanix) 🏎️ 🏠/☁️ - Go-based MCP Server for interfacing with Nutanix Prism Central resources.
@@ -649,7 +648,7 @@ Provides direct access to local file systems with configurable permissions. Enab
- [carsol/monarch-mcp-server](https://github.com/carsol/monarch-mcp-server) 🐍 ☁️ - MCP server providing read-only access to Monarch Money financial data, enabling AI assistants to analyze transactions, budgets, accounts, and cashflow data with MFA support.
- [chargebee/mcp](https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol) 🎖️ 📇 ☁️ - MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com/).
- [codex-data/codex-mcp](https://github.com/Codex-Data/codex-mcp) 🎖️ 📇 ☁️ - [Codex API](https://www.codex.io) integration for real-time enriched blockchain and market data on 60+ networks
-- [coinpaprika/dexpaprika-mcp](https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol) 🎖️ 📇 ☁️ 🍎 🪟 🐧 - Coinpaprika's DexPaprika MCP server exposes high-performance [DexPaprika API](https://docs.dexpaprika.com) covering 20+ chains and 5M+ tokens with real time pricing, liquidity pool data & historical OHLCV data, providing AI agents standardized access to comprehensive market data through Model Context Protocol.
+- [coinpaprika/dexpaprika-mcp](https://github.com/coinpaprika/dexpaprika-mcp) 🎖️ 📇 ☁️ 🍎 🪟 🐧 - Coinpaprika's DexPaprika MCP server exposes high-performance [DexPaprika API](https://docs.dexpaprika.com) covering 20+ chains and 5M+ tokens with real time pricing, liquidity pool data & historical OHLCV data, providing AI agents standardized access to comprehensive market data through Model Context Protocol.
- [doggybee/mcp-server-ccxt](https://github.com/doggybee/mcp-server-ccxt) 📇 ☁️ - An MCP server for accessing real-time crypto market data and trading via 20+ exchanges using the CCXT library. Supports spot, futures, OHLCV, balances, orders, and more.
- [ferdousbhai/investor-agent](https://github.com/ferdousbhai/investor-agent) 🐍 ☁️ - Yahoo Finance integration to fetch stock market data including options recommendations
- [ferdousbhai/tasty-agent](https://github.com/ferdousbhai/tasty-agent) 🐍 ☁️ - Tastyworks API integration to handle trading activities on Tastytrade
From 1d861165eb230214d40a1900fe18d1bab8992154 Mon Sep 17 00:00:00 2001
From: Matt Egan
Date: Sat, 13 Sep 2025 22:24:26 +1000
Subject: [PATCH 171/504] Add Swarmia MCP
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index caf91cf0..81f4465d 100644
--- a/README.md
+++ b/README.md
@@ -526,6 +526,7 @@ Tools and integrations that enhance the development workflow and environment man
- [lpigeon/ros-mcp-server](https://github.com/lpigeon/ros-mcp-server) 🐍 🏠 🍎 🪟 🐧 - The ROS MCP Server supports robot control by converting user-issued natural language commands into ROS or ROS2 control commands.
- [lpigeon/unitree-go2-mcp-server](https://github.com/lpigeon/unitree-go2-mcp-server) 🐍 🏠 🐧 - The Unitree Go2 MCP Server is a server built on the MCP that enables users to control the Unitree Go2 robot using natural language commands interpreted by a LLM.
- [ukkit/memcord](https://github.com/ukkit/memcord) 🐍 🏠 🐧 🍎 - A MCP server that keeps your chat history organized and searchable—with AI-powered summaries, secure memory, and full control.
+- [mattjegan/swarmia-mcp](https://github.com/mattjegan/swarmia-mcp) 🐍 🏠 🍎 🐧 - Read-only MCP server to help gather metrics from [Swarmia](swarmia.com) for quick reporting.
- [mobile-next/mobile-mcp](https://github.com/mobile-next/mobile-mcp) 📇 🏠 🐧 🍎 - MCP Server for Android/iOS application and device automation, development and app scraping. Simulator/Emulator/Physical devices like iPhone, Google Pixel, Samsung supported.
- [mrexodia/user-feedback-mcp](https://github.com/mrexodia/user-feedback-mcp) 🐍 🏠 - Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor.
- [narumiruna/gitingest-mcp](https://github.com/narumiruna/gitingest-mcp) 🐍 🏠 - A MCP server that uses [gitingest](https://github.com/cyclotruc/gitingest) to convert any Git repository into a simple text digest of its codebase.
From 3029821a629013527c9ecd6225217895a25e3a96 Mon Sep 17 00:00:00 2001
From: Karan Bansal
Date: Sun, 14 Sep 2025 18:29:32 +0530
Subject: [PATCH 172/504] Add Reddit Buddy MCP server to Social Media section
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index caf91cf0..a22c7eb9 100644
--- a/README.md
+++ b/README.md
@@ -984,6 +984,7 @@ Integration with social media platforms to allow posting, analytics, and interac
- [anwerj/youtube-uploader-mcp](https://github.com/anwerj/youtube-uploader-mcp) 🏎️ ☁️ - AI‑powered YouTube uploader—no CLI, no YouTube Studio. Uploade videos directly from MCP clients with all AI capabilities.
- [gwbischof/bluesky-social-mcp](https://github.com/gwbischof/bluesky-social-mcp) 🐍 🏠 - An MCP server for interacting with Bluesky via the atproto client.
- [HagaiHen/facebook-mcp-server](https://github.com/HagaiHen/facebook-mcp-server) 🐍 ☁️ - Integrates with Facebook Pages to enable direct management of posts, comments, and engagement metrics through the Graph API for streamlined social media management.
+- [karanb192/reddit-buddy-mcp](https://github.com/karanb192/reddit-buddy-mcp) 📇 🏠 - Browse Reddit posts, search content, and analyze user activity without API keys. Works out-of-the-box with Claude Desktop.
- [kunallunia/twitter-mcp](https://github.com/LuniaKunal/mcp-twitter) 🐍 🏠 - All-in-one Twitter management solution providing timeline access, user tweet retrieval, hashtag monitoring, conversation analysis, direct messaging, sentiment analysis of a post, and complete post lifecycle control - all through a streamlined API.
- [macrocosm-os/macrocosmos-mcp](https://github.com/macrocosm-os/macrocosmos-mcp) - 🎖️ 🐍 ☁️ Access real-time X/Reddit/YouTube data directly in your LLM applications with search phrases, users, and date filtering.
- [sinanefeozler/reddit-summarizer-mcp](https://github.com/sinanefeozler/reddit-summarizer-mcp) 🐍 🏠 ☁️ - MCP server for summarizing users's Reddit homepage or any subreddit based on posts and comments.
From 399fbeb1885dc8d33cb9cc8b6b848cb84de1fa56 Mon Sep 17 00:00:00 2001
From: Elie
Date: Sun, 14 Sep 2025 15:29:41 +0200
Subject: [PATCH 173/504] Adding MCP-Pointer to list
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index caf91cf0..4ca01977 100644
--- a/README.md
+++ b/README.md
@@ -485,6 +485,7 @@ Tools and integrations that enhance the development workflow and environment man
- [deploy-mcp/deploy-mcp](https://github.com/alexpota/deploy-mcp) 📇 ☁️ 🏠 - Universal deployment tracker for AI assistants with live status badges and deployment monitoring
- [docker/hub-mcp](https://github.com/docker/hub-mcp) 🎖️ 📇 ☁️ 🏠 - Official MCP server to interact with Docker Hub, providing access to repositories, hub search and Docker Hardened Images
- [endorhq/cli](https://github.com/endorhq/cli) 📇 ☁️ 🏠 🪟 🐧 🍎 - Endor lets your AI agents run services like MariaDB, Postgres, Redis, Memcached, Alpine, or Valkey in isolated sandboxes. Get pre-configured applications that boot in less than 5 seconds.
+- [etsd-tech/mcp-pointer](https://github.com/etsd-tech/mcp-pointer) 📇 🏠 🍎 🪟 🐧 - Visual DOM element selector for agentic coding tools. Chrome extension + MCP server bridge for Claude Code, Cursor, Windsurf etc. Option+Click to capture elements.
- [flipt-io/mcp-server-flipt](https://github.com/flipt-io/mcp-server-flipt) 📇 🏠 - Enable AI assistants to interact with your feature flags in [Flipt](https://flipt.io).
- [freema/mcp-design-system-extractor](https://github.com/freema/mcp-design-system-extractor) 📇 🏠 - Extracts component information from Storybook design systems. Provides HTML, styles, props, dependencies, theme tokens and component metadata for AI-powered design system analysis.
- [gitkraken/gk-cli](https://github.com/gitkraken/gk-cli) 🎖️ 🏎️ 🏠 ☁️ 🍎 🪟 🐧 - A CLI for interacting with GitKraken APIs. Includes an MCP server via `gk mcp` that not only wraps GitKraken APIs, but also Jira, GitHub, GitLab, and more. Works with local tools and remote services.
From c5f2e9e6c16e4642b156adfbfecce49527a34a55 Mon Sep 17 00:00:00 2001
From: Phung Xuan Anh
Date: Sun, 14 Sep 2025 22:32:30 +0700
Subject: [PATCH 174/504] Add new Selenium server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index caf91cf0..a17a50d3 100644
--- a/README.md
+++ b/README.md
@@ -195,6 +195,7 @@ Web content access and automation capabilities. Enables searching, scraping, and
- [ndthanhdev/mcp-browser-kit](https://github.com/ndthanhdev/mcp-browser-kit) 📇 🏠 - An MCP Server that enables AI assistants to interact with your local browsers.
- [operative_sh/web-eval-agent](https://github.com/Operative-Sh/web-eval-agent) 🐍 🏠 🍎 - An MCP Server that autonomously debugs web applications with browser-use browser agents
- [pskill9/web-search](https://github.com/pskill9/web-search) 📇 🏠 - An MCP server that enables free web searching using Google search results, with no API keys required.
+- [PhungXuanAnh/selenium-mcp-server](https://github.com/PhungXuanAnh/selenium-mcp-server) 🐍 🏠 🍎 🪟 🐧 - A Model Context Protocol server providing web automation capabilities through Selenium WebDriver
- [recursechat/mcp-server-apple-shortcuts](https://github.com/recursechat/mcp-server-apple-shortcuts) 📇 🏠 🍎 - An MCP Server Integration with Apple Shortcuts
- [xspadex/bilibili-mcp](https://github.com/xspadex/bilibili-mcp.git) 📇 🏠 - A FastMCP-based tool that fetches Bilibili's trending videos and exposes them via a standard MCP interface.
- [imprvhub/mcp-browser-agent](https://github.com/imprvhub/mcp-browser-agent) 📇 🏠 - A Model Context Protocol (MCP) integration that provides Claude Desktop with autonomous browser automation capabilities.
From 90cbea30167101371ed35a9933c768b63c74d81d Mon Sep 17 00:00:00 2001
From: Cameron Rye
Date: Mon, 15 Sep 2025 21:25:57 -0400
Subject: [PATCH 175/504] Add cameronrye/openzim-mcp to Knowledge & Memory
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index caf91cf0..9be74cfe 100644
--- a/README.md
+++ b/README.md
@@ -761,6 +761,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to
- [0xshellming/mcp-summarizer](https://github.com/0xshellming/mcp-summarizer) 📕 ☁️ - AI Summarization MCP Server, Support for multiple content types: Plain text, Web pages, PDF documents, EPUB books, HTML content
- [apecloud/ApeRAG](https://github.com/apecloud/ApeRAG) 🐍 ☁️ 🏠 - Production-ready RAG platform combining Graph RAG, vector search, and full-text search. Best choice for building your own Knowledge Graph and for Context Engineering
- [chatmcp/mcp-server-chatsum](https://github.com/chatmcp/mcp-server-chatsum) - Query and summarize your chat messages with AI prompts.
+- [cameronrye/openzim-mcp](https://github.com/cameronrye/openzim-mcp) 🐍 🏠 - Modern, secure MCP server for accessing ZIM format knowledge bases offline. Enables AI models to search and navigate Wikipedia, educational content, and other compressed knowledge archives with smart retrieval, caching, and comprehensive API.
- [CheMiguel23/MemoryMesh](https://github.com/CheMiguel23/MemoryMesh) 📇 🏠 - Enhanced graph-based memory with a focus on AI role-play and story generation
- [entanglr/zettelkasten-mcp](https://github.com/entanglr/zettelkasten-mcp) 🐍 🏠 - A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, and search atomic notes through Claude and other MCP-compatible clients.
- [GistPad-MCP](https://github.com/lostintangent/gistpad-mcp) 📇 🏠 - Use GitHub Gists to manage and access your personal knowledge, daily notes, and reusable prompts. This acts as a companion to https://gistpad.dev and the [GistPad VS Code extension](https://aka.ms/gistpad).
From 36f68428d008c96705f5c228094127f0194a373b Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Serkan=20=C3=96ZAL?=
Date: Tue, 16 Sep 2025 22:50:59 +0300
Subject: [PATCH 176/504] Add Driflyte MCP server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 9be74cfe..39a18a25 100644
--- a/README.md
+++ b/README.md
@@ -915,6 +915,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [sascharo/gxtract](https://github.com/sascharo/gxtract) 🐍 ☁️ 🪟 🐧 🍎 - GXtract is a MCP server designed to integrate with VS Code and other compatible editors (documentation: [sascharo.github.io/gxtract](https://sascharo.github.io/gxtract)). It provides a suite of tools for interacting with the GroundX platform, enabling you to leverage its powerful document understanding capabilities directly within your development environment.
- [scrapeless-ai/scrapeless-mcp-server](https://github.com/scrapeless-ai/scrapeless-mcp-server) 🐍 ☁️ - The Scrapeless Model Context Protocol service acts as an MCP server connector to the Google SERP API, enabling web search within the MCP ecosystem without leaving it.
- [SecretiveShell/MCP-searxng](https://github.com/SecretiveShell/MCP-searxng) 🐍 🏠 - An MCP Server to connect to searXNG instances
+- [serkan-ozal/driflyte-mcp-server](https://github.com/serkan-ozal/driflyte-mcp-server): 🎖️ 📇 ☁️ 🏠 - The Driflyte MCP Server exposes tools that allow AI assistants to query and retrieve topic-specific knowledge from recursively crawled and indexed web pages.
- [shopsavvy/shopsavvy-mcp-server](https://github.com/shopsavvy/shopsavvy-mcp-server) 🎖️ 📇 ☁️ - Complete product and pricing data solution for AI assistants. Search for products by barcode/ASIN/URL, access detailed product metadata, access comprehensive pricing data from thousands of retailers, view and track price history, and more.
- [takashiishida/arxiv-latex-mcp](https://github.com/takashiishida/arxiv-latex-mcp) 🐍 ☁️ - Get the LaTeX source of arXiv papers to handle mathematical content and equations
- [the0807/GeekNews-MCP-Server](https://github.com/the0807/GeekNews-MCP-Server) 🐍 ☁️ - An MCP Server that retrieves and processes news data from the GeekNews site.
From ccab5c8ed32e5c430a5f1b4ef627ced7ccedcc16 Mon Sep 17 00:00:00 2001
From: Jason Summer <58369680+jasonsum@users.noreply.github.com>
Date: Tue, 16 Sep 2025 15:30:09 -0500
Subject: [PATCH 177/504] Add Snowflake-Labs MCP server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 9be74cfe..865f0895 100644
--- a/README.md
+++ b/README.md
@@ -419,6 +419,7 @@ Secure database access with schema inspection capabilities. Enables querying and
- [schemacrawler/SchemaCrawler-MCP-Server-Usage](https://github.com/schemacrawler/SchemaCrawler-MCP-Server-Usage) 🎖️ ☕ – Connect to any relational database, and be able to get valid SQL, and ask questions like what does a certain column prefix mean.
- [sirmews/mcp-pinecone](https://github.com/sirmews/mcp-pinecone) 🐍 ☁️ - Pinecone integration with vector search capabilities
- [skysqlinc/skysql-mcp](https://github.com/skysqlinc/skysql-mcp) 🎖️ ☁️ - Serverless MariaDB Cloud DB MCP server. Tools to launch, delete, execute SQL and work with DB level AI agents for accurate text-2-sql and conversations.
+- [Snowflake-Labs/mcp](https://github.com/Snowflake-Labs/mcp) 🐍 ☁️ - Open-source MCP server for Snowflake from official Snowflake-Labs supports prompting Cortex Agents, querying structured & unstructured data, object management, SQL execution, semantic view querying, and more. RBAC, fine-grained CRUD controls, and all authentication methods supported.
- [supabase-community/supabase-mcp](https://github.com/supabase-community/supabase-mcp) 🎖️ 📇 ☁️ - Official Supabase MCP server to connect AI assistants directly with your Supabase project and allows them to perform tasks like managing tables, fetching config, and querying data.
- [TheRaLabs/legion-mcp](https://github.com/TheRaLabs/legion-mcp) 🐍 🏠 Universal database MCP server supporting multiple database types including PostgreSQL, Redshift, CockroachDB, MySQL, RDS MySQL, Microsoft SQL Server, BigQuery, Oracle DB, and SQLite.
- [tradercjz/dolphindb-mcp-server](https://github.com/tradercjz/dolphindb-mcp-server) 🐍 ☁️ - TDolphinDB database integration with schema inspection and query capabilities
From 9cc95db5c4c6f758d027bf1962b83b9d17b67da5 Mon Sep 17 00:00:00 2001
From: Liangwei Yang
Date: Tue, 16 Sep 2025 22:16:44 -0700
Subject: [PATCH 178/504] feat: update PersonalHub to PersonalizationMCP and
add 'and other platforms' support
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
- Updated repository name from PersonalHub to PersonalizationMCP across all language README files
- Updated GitHub URL to https://github.com/YangLiangwei/PersonalizationMCP
- Added 'and other platforms' (等平台) text to indicate broader platform support
- Updated descriptions in English, Chinese (Simplified & Traditional), Korean, Japanese, Thai, and Portuguese versions
---
README-ja.md | 2 +-
README-ko.md | 2 +-
README-pt_BR.md | 2 +-
README-th.md | 2 +-
README-zh.md | 2 +-
README-zh_TW.md | 2 +-
README.md | 2 +-
7 files changed, 7 insertions(+), 7 deletions(-)
diff --git a/README-ja.md b/README-ja.md
index f9583eff..f90214b2 100644
--- a/README-ja.md
+++ b/README-ja.md
@@ -122,7 +122,7 @@
- [MCP Access Point](https://github.com/sxhxliang/mcp-access-point) 📇 ☁️ 🏠 🍎 🪟 🐧 - サーバー側のコードに変更を加えることなく、Web API を 1 回のクリックで MCP サーバーに変換します。。
- [hamflx/imagen3-mcp](https://github.com/hamflx/imagen3-mcp) 📇 🏠 🪟 🍎 🐧 - MCPを通じてGoogleのImagen 3.0 APIを使用する強力な画像生成ツール。高度な写真、芸術的、写実的なコントロールでテキストプロンプトから高品質な画像を生成します。
- [SureScaleAI/openai-gpt-image-mcp](https://github.com/SureScaleAI/openai-gpt-image-mcp) 📇 ☁️ - OpenAI GPT画像生成・編集MCPサーバー
-- [YangLiangwei/PersonalHub](https://github.com/YangLiangwei/PersonalHub) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Steam、YouTube、Bilibili、Spotify、Redditを統合した包括的な個人データ集約MCPサーバー。OAuth2認証、自動トークン管理、90+ツールでゲーム、音楽、動画、ソーシャルプラットフォームデータにアクセス。
+- [YangLiangwei/PersonalizationMCP](https://github.com/YangLiangwei/PersonalizationMCP) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Steam、YouTube、Bilibili、Spotify、Redditなどのプラットフォームを統合した包括的な個人データ集約MCPサーバー。OAuth2認証、自動トークン管理、90+ツールでゲーム、音楽、動画、ソーシャルプラットフォームデータにアクセス。
### 🎨 芸術と文化
diff --git a/README-ko.md b/README-ko.md
index 8e32e730..3c3e8213 100644
--- a/README-ko.md
+++ b/README-ko.md
@@ -105,7 +105,7 @@
- [MetaMCP](https://github.com/metatool-ai/metatool-app) 📇 ☁️ 🏠 🍎 🪟 🐧 - MetaMCP는 GUI를 통해 MCP 연결을 관리하는 통합 미들웨어 MCP 서버입니다.
- [MCP Access Point](https://github.com/sxhxliang/mcp-access-point) 📇 ☁️ 🏠 🍎 🪟 🐧 - 서버 측 코드를 변경하지 않고 한 번의 클릭으로 웹 API를 MCP 서버로 변환합니다.
- [hamflx/imagen3-mcp](https://github.com/hamflx/imagen3-mcp) 📇 🏠 🪟 🍎 🐧 - MCP를 통해 Google의 Imagen 3.0 API를 사용하는 강력한 이미지 생성 도구. 고급 사진, 예술 및 사실적인 컨트롤로 텍스트 프롬프트에서 고품질 이미지를 생성합니다.
-- [YangLiangwei/PersonalHub](https://github.com/YangLiangwei/PersonalHub) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Steam, YouTube, Bilibili, Spotify, Reddit을 통합한 포괄적인 개인 데이터 집계 MCP 서버. OAuth2 인증, 자동 토큰 관리, 90+ 도구로 게임, 음악, 비디오, 소셜 플랫폼 데이터에 액세스.
+- [YangLiangwei/PersonalizationMCP](https://github.com/YangLiangwei/PersonalizationMCP) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Steam, YouTube, Bilibili, Spotify, Reddit 등 플랫폼을 통합한 포괄적인 개인 데이터 집계 MCP 서버. OAuth2 인증, 자동 토큰 관리, 90+ 도구로 게임, 음악, 비디오, 소셜 플랫폼 데이터에 액세스.
### 📂 브라우저 자동화
diff --git a/README-pt_BR.md b/README-pt_BR.md
index 49652d71..b12f6ee0 100644
--- a/README-pt_BR.md
+++ b/README-pt_BR.md
@@ -116,7 +116,7 @@ Servidores para acessar muitos aplicativos e ferramentas por meio de um único s
- [MetaMCP](https://github.com/metatool-ai/metatool-app) 📇 ☁️ 🏠 🍎 🪟 🐧 - MetaMCP é o servidor middleware MCP unificado que gerencia suas conexões MCP com GUI.
- [MCP Access Point](https://github.com/sxhxliang/mcp-access-point) 📇 ☁️ 🏠 🍎 🪟 🐧 - Transforme um API web em um servidor MCP com um clique, sem fazer nenhuma alteração no código.
- [hamflx/imagen3-mcp](https://github.com/hamflx/imagen3-mcp) 📇 🏠 🪟 🍎 🐧 - Uma poderosa ferramenta de geração de imagens usando a API Imagen 3.0 do Google através do MCP. Gere imagens de alta qualidade a partir de prompts de texto com controles avançados de fotografia, artísticos e fotorrealistas.
-- [YangLiangwei/PersonalHub](https://github.com/YangLiangwei/PersonalHub) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Servidor MCP abrangente de agregação de dados pessoais com integrações Steam, YouTube, Bilibili, Spotify e Reddit. Possui autenticação OAuth2, gerenciamento automático de tokens e 90+ ferramentas para acesso a dados de jogos, música, vídeo e plataformas sociais.
+- [YangLiangwei/PersonalizationMCP](https://github.com/YangLiangwei/PersonalizationMCP) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Servidor MCP abrangente de agregação de dados pessoais com integrações Steam, YouTube, Bilibili, Spotify, Reddit e outras plataformas. Possui autenticação OAuth2, gerenciamento automático de tokens e 90+ ferramentas para acesso a dados de jogos, música, vídeo e plataformas sociais.
### 🎨 Arte e Cultura
diff --git a/README-th.md b/README-th.md
index 4bad7171..567ebfd6 100644
--- a/README-th.md
+++ b/README-th.md
@@ -105,7 +105,7 @@
- [1mcp/agent](https://github.com/1mcp-app/agent) 📇 ☁️ 🏠 🍎 🪟 🐧 - เซิร์ฟเวอร์ MCP ที่รวมกันหลายเซิร์ฟเวอร์ MCP เป็นเซิร์ฟเวอร์เดียว
- [PipedreamHQ/pipedream](https://github.com/PipedreamHQ/pipedream/tree/master/modelcontextprotocol) ☁️ 🏠 - เชื่อมต่อกับ API 2,500 รายการ พร้อมเครื่องมือสำเร็จรูป 8,000+ รายการ และจัดการเซิร์ฟเวอร์สำหรับผู้ใช้งานของคุณในแอปของคุณเอง
- [tigranbs/mcgravity](https://github.com/tigranbs/mcgravity) 📇 🏠 - เครื่องมือพร็อกซี่สำหรับรวมเซิร์ฟเวอร์ MCP หลายตัวเข้าด้วยกันเป็นจุดเชื่อมต่อเดียว ปรับขนาดเครื่องมือ AI ของคุณด้วยการกระจายโหลดคำขอระหว่างเซิร์ฟเวอร์ MCP หลายตัว คล้ายกับวิธีที่ Nginx ทำงานสำหรับเว็บเซิร์ฟเวอร์
-- [YangLiangwei/PersonalHub](https://github.com/YangLiangwei/PersonalHub) 🐍 ☁️ 🏠 🍎 🪟 🐧 - เซิร์ฟเวอร์ MCP รวมข้อมูลส่วนตัวที่ครอบคลุมด้วยการรวม Steam, YouTube, Bilibili, Spotify และ Reddit พร้อมการรับรองความถูกต้อง OAuth2 การจัดการโทเค็นอัตโนมัติ และเครื่องมือ 90+ สำหรับเข้าถึงข้อมูลเกม เพลง วิดีโอ และแพลตฟอร์มโซเชียล
+- [YangLiangwei/PersonalizationMCP](https://github.com/YangLiangwei/PersonalizationMCP) 🐍 ☁️ 🏠 🍎 🪟 🐧 - เซิร์ฟเวอร์ MCP รวมข้อมูลส่วนตัวที่ครอบคลุมด้วยการรวม Steam, YouTube, Bilibili, Spotify, Reddit และแพลตฟอร์มอื่นๆ พร้อมการรับรองความถูกต้อง OAuth2 การจัดการโทเค็นอัตโนมัติ และเครื่องมือ 90+ สำหรับเข้าถึงข้อมูลเกม เพลง วิดีโอ และแพลตฟอร์มโซเชียล
### 🎨 ศิลปะและวัฒนธรรม
diff --git a/README-zh.md b/README-zh.md
index 3ae60593..cc6185e1 100644
--- a/README-zh.md
+++ b/README-zh.md
@@ -108,7 +108,7 @@
- [MetaMCP](https://github.com/metatool-ai/metatool-app) 📇 ☁️ 🏠 🍎 🪟 🐧 - MetaMCP是一个统一的中间件MCP服务器，通过GUI管理您的MCP连接。
- [MCP Access Point](https://github.com/sxhxliang/mcp-access-point) 📇 ☁️ 🏠 🍎 🪟 🐧 - 一键将Web API转成为MCP服务器，而无需对服务器端代码进行任何修改。
- [hamflx/imagen3-mcp](https://github.com/hamflx/imagen3-mcp) 📇 🏠 🪟 🍎 🐧 - 一个通过 MCP 使用 Google Imagen 3.0 API 的强大图像生成工具。使用文本提示生成具有高级摄影、艺术和逼真控制的高质量图像。
-- [YangLiangwei/PersonalHub](https://github.com/YangLiangwei/PersonalHub) 🐍 ☁️ 🏠 🍎 🪟 🐧 - 全面的个人数据聚合MCP服务器，集成Steam、YouTube、Bilibili、Spotify和Reddit。具有OAuth2认证、自动令牌管理和90+工具，用于游戏、音乐、视频和社交平台数据访问。
+- [YangLiangwei/PersonalizationMCP](https://github.com/YangLiangwei/PersonalizationMCP) 🐍 ☁️ 🏠 🍎 🪟 🐧 - 全面的个人数据聚合MCP服务器，集成Steam、YouTube、Bilibili、Spotify、Reddit等平台。具有OAuth2认证、自动令牌管理和90+工具，用于游戏、音乐、视频和社交平台数据访问。
### 📂 浏览器自动化
diff --git a/README-zh_TW.md b/README-zh_TW.md
index e21d727e..bd38a17b 100644
--- a/README-zh_TW.md
+++ b/README-zh_TW.md
@@ -97,7 +97,7 @@
- [MetaMCP](https://github.com/metatool-ai/metatool-app) 📇 ☁️ 🏠 🍎 🪟 🐧 - MetaMCP是一個統一的中間件MCP伺服器，通過GUI管理您的MCP連接。
- [MCP Access Point](https://github.com/sxhxliang/mcp-access-point) 📇 ☁️ 🏠 🍎 🪟 🐧 - 一鍵將Web API轉入MCP伺服器，而無需對程式碼進行任何修改。
- [hamflx/imagen3-mcp](https://github.com/hamflx/imagen3-mcp) 📇 🏠 🪟 🍎 🐧 - 一個通過 MCP 使用 Google Imagen 3.0 API 的強大圖像生成工具。使用文本提示生成具有高級攝影、藝術和逼真控制的高質量圖像。
-- [YangLiangwei/PersonalHub](https://github.com/YangLiangwei/PersonalHub) 🐍 ☁️ 🏠 🍎 🪟 🐧 - 全面的個人數據聚合MCP伺服器，整合Steam、YouTube、Bilibili、Spotify和Reddit。具有OAuth2認證、自動令牌管理和90+工具，用於遊戲、音樂、影片和社交平台數據存取。
+- [YangLiangwei/PersonalizationMCP](https://github.com/YangLiangwei/PersonalizationMCP) 🐍 ☁️ 🏠 🍎 🪟 🐧 - 全面的個人數據聚合MCP伺服器，整合Steam、YouTube、Bilibili、Spotify、Reddit等平台。具有OAuth2認證、自動令牌管理和90+工具，用於遊戲、音樂、影片和社交平台數據存取。
### 📂 瀏覽器自動化
diff --git a/README.md b/README.md
index f0eb03f4..beba8e6b 100644
--- a/README.md
+++ b/README.md
@@ -133,7 +133,7 @@ Servers for accessing many apps and tools through a single MCP server.
- [WayStation-ai/mcp](https://github.com/waystation-ai/mcp) ☁️ 🍎 🪟 - Seamlessly and securely connect Claude Desktop and other MCP hosts to your favorite apps (Notion, Slack, Monday, Airtable, etc.). Takes less than 90 secs.
- [wegotdocs/open-mcp](https://github.com/wegotdocs/open-mcp) 📇 🏠 🍎 🪟 🐧 - Turn a web API into an MCP server in 10 seconds and add it to the open source registry: https://open-mcp.org
- [Data-Everything/mcp-server-templates](https://github.com/Data-Everything/mcp-server-templates) 📇 🏠 🍎 🪟 🐧 - One server. All tools. A unified MCP platform that connects many apps, tools, and services behind one powerful interface—ideal for local devs or production agents.
-- [YangLiangwei/PersonalHub](https://github.com/YangLiangwei/PersonalHub) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Comprehensive personal data aggregation MCP server with Steam, YouTube, Bilibili, Spotify, Reddit, etc. Features OAuth2 authentication, automatic token management, and 90+ tools for gaming, music, video, and social platform data access.
+- [YangLiangwei/PersonalizationMCP](https://github.com/YangLiangwei/PersonalizationMCP) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Comprehensive personal data aggregation MCP server with Steam, YouTube, Bilibili, Spotify, Reddit and other platforms integrations. Features OAuth2 authentication, automatic token management, and 90+ tools for gaming, music, video, and social platform data access.
### 🚀 Aerospace & Astrodynamics
From 0fd2875b1407cbebb45c1fd70c9ce10caaab6ec1 Mon Sep 17 00:00:00 2001
From: Michael Shilman
Date: Tue, 16 Sep 2025 23:40:54 -0700
Subject: [PATCH 179/504] Add storybookjs/addon-mcp to project list
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 9be74cfe..4990fb35 100644
--- a/README.md
+++ b/README.md
@@ -554,6 +554,7 @@ Tools and integrations that enhance the development workflow and environment man
- [spacecode-ai/SpaceBridge-MCP](https://github.com/spacecode-ai/SpaceBridge-MCP) 🐍 🏠 🍎 🐧 - Bring structure and preserve context in vibe coding by automatically tracking issues.
- [st3v3nmw/sourcerer-mcp](https://github.com/st3v3nmw/sourcerer-mcp) 🏎️ ☁️ - MCP for semantic code search & navigation that reduces token waste
- [stass/lldb-mcp](https://github.com/stass/lldb-mcp) 🐍 🏠 🐧 🍎 - A MCP server for LLDB enabling AI binary and core file analysis, debugging, disassembling.
+- [storybookjs/addon-mcp](https://github.com/storybookjs/addon-mcp) 📇 🏠 - Help agents automatically write and test stories for your UI components.
- [TencentEdgeOne/edgeone-pages-mcp](https://github.com/TencentEdgeOne/edgeone-pages-mcp) 📇 ☁️ - An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL.
- [tgeselle/bugsnag-mcp](https://github.com/tgeselle/bugsnag-mcp) 📇 ☁️ - An MCP server for interacting with [Bugsnag](https://www.bugsnag.com/)
- [Tommertom/awesome-ionic-mcp](https://github.com/Tommertom/awesome-ionic-mcp) 📇 🏠 - Your Ionic coding buddy enabled via MCP – build awesome mobile apps using React/Angular/Vue or even Vanilla JS!
From 949ddf0f3ba58db773041465b9f350d9cbf0b7ef Mon Sep 17 00:00:00 2001
From: nesquikm
Date: Wed, 17 Sep 2025 17:42:52 +0400
Subject: [PATCH 180/504] Add mcp-rubber-duck to Coding Agents category
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 9be74cfe..e2b3507b 100644
--- a/README.md
+++ b/README.md
@@ -273,6 +273,7 @@ Full coding agents that enable LLMs to read, edit, and execute code and solve ge
- [rinadelph/Agent-MCP](https://github.com/rinadelph/Agent-MCP) 🐍 🏠 - A framework for creating multi-agent systems using MCP for coordinated AI collaboration, featuring task management, shared context, and RAG capabilities.
- [stippi/code-assistant](https://github.com/stippi/code-assistant) 🦀 🏠 - Coding agent with basic list, read, replace_in_file, write, execute_command and web search tools. Supports multiple projects concurrently.
- [tiianhk/MaxMSP-MCP-Server](https://github.com/tiianhk/MaxMSP-MCP-Server) 🐍 🏠 🎵 🎥 - A coding agent for Max (Max/MSP/Jitter), which is a visual programming language for music and multimedia.
+- [nesquikm/mcp-rubber-duck](https://github.com/nesquikm/mcp-rubber-duck) 📇 🏠 ☁️ - An MCP server that bridges to multiple OpenAI-compatible LLMs - your AI rubber duck debugging panel for explaining problems to various AI "ducks" and getting different perspectives
- [VertexStudio/developer](https://github.com/VertexStudio/developer) 🦀 🏠 🍎 🪟 🐧 - Comprehensive developer tools for file editing, shell command execution, and screen capture capabilities
### 🖥️ Command Line
From 7bb5418bd6aef3a0d79af539ef3b68b0fcdd22ff Mon Sep 17 00:00:00 2001
From: Harold
Date: Wed, 17 Sep 2025 23:17:37 +0200
Subject: [PATCH 181/504] Add new NVD Nist Vuln MCP Server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 9be74cfe..48e5d5e5 100644
--- a/README.md
+++ b/README.md
@@ -977,6 +977,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [adeptus-innovatio/solvitor-mcp](https://github.com/Adeptus-Innovatio/solvitor-mcp) 🦀 🏠 - Solvitor MCP server provides tools to access reverse engineering tools that help developers extract IDL files from closed-source Solana smart contracts and decompile them.
- [zinja-coder/apktool-mcp-server](https://github.com/zinja-coder/apktool-mcp-server) 🐍 🏠 - APKTool MCP Server is a MCP server for the Apk Tool to provide automation in reverse engineering of Android APKs.
- [zinja-coder/jadx-ai-mcp](https://github.com/zinja-coder/jadx-ai-mcp) ☕ 🏠 - JADX-AI-MCP is a plugin and MCP Server for the JADX decompiler that integrates directly with Model Context Protocol (MCP) to provide live reverse engineering support with LLMs like Claude.
+- [HaroldFinchIFT/vuln-nist-mcp-server](https://github.com/HaroldFinchIFT/vuln-nist-mcp-server) 🐍 🐋 📡 🛡️ - A Model Context Protocol (MCP) server for querying NIST National Vulnerability Database (NVD) API endpoints.
### 🌐 Social Media
From 904f4cf1a6f40235b4bf29873583574c0d204956 Mon Sep 17 00:00:00 2001
From: Alex Malashkevych
Date: Thu, 18 Sep 2025 10:24:57 +0300
Subject: [PATCH 182/504] Add new Webvizio server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 9be74cfe..4dc0e20a 100644
--- a/README.md
+++ b/README.md
@@ -563,6 +563,7 @@ Tools and integrations that enhance the development workflow and environment man
- [vasayxtx/mcp-prompt-engine](https://github.com/vasayxtx/mcp-prompt-engine) 🏎️ 🏠 🪟️ 🐧 🍎 - MCP server for managing and serving dynamic prompt templates using elegant and powerful text template engine.
- [vivekvells/mcp-pandoc](https://github.com/vivekVells/mcp-pandoc) 🗄️ 🚀 - MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more.
- [VSCode Devtools](https://github.com/biegehydra/BifrostMCP) 📇 - Connect to VSCode ide and use semantic tools like `find_usages`
+- [Webvizio/mcp](https://github.com/Webvizio/mcp) 🗄📋🚀 - Automatically converts feedback and bug reports from websites and web apps into actionable, context-enriched developer tasks. Delivered straight to your AI coding tools, the Webvizio MCP Server ensures your AI agent has all the data it needs to solve tasks with speed and accuracy.
- [WiseVision/mcp_server_ros_2](https://github.com/wise-vision/mcp_server_ros_2) 🐍 🤖 - MCP server for ROS2 enabling AI-driven robotics applications and services.
- [Wooonster/hocr_mcp_server](https://github.com/Wooonster/hocr_mcp_server) 🐍 🏠 – A fastAPI-based FastMCP server with a Vue frontend that sends uploaded images to VLM via the MCP to quickly extract handwritten mathematical formulas as clean LaTeX code.
- [xcodebuild](https://github.com/ShenghaiWang/xcodebuild) 🍎 Build iOS Xcode workspace/project and feed back errors to llm.
From 7c6d0f72922d791f001ce245f9f28b57b877681f Mon Sep 17 00:00:00 2001
From: Harold
Date: Thu, 18 Sep 2025 21:33:59 +0200
Subject: [PATCH 183/504] Add new NVD Nist Vuln MCP Server - fixed emoji
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 48e5d5e5..565cd762 100644
--- a/README.md
+++ b/README.md
@@ -977,7 +977,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [adeptus-innovatio/solvitor-mcp](https://github.com/Adeptus-Innovatio/solvitor-mcp) 🦀 🏠 - Solvitor MCP server provides tools to access reverse engineering tools that help developers extract IDL files from closed-source Solana smart contracts and decompile them.
- [zinja-coder/apktool-mcp-server](https://github.com/zinja-coder/apktool-mcp-server) 🐍 🏠 - APKTool MCP Server is a MCP server for the Apk Tool to provide automation in reverse engineering of Android APKs.
- [zinja-coder/jadx-ai-mcp](https://github.com/zinja-coder/jadx-ai-mcp) ☕ 🏠 - JADX-AI-MCP is a plugin and MCP Server for the JADX decompiler that integrates directly with Model Context Protocol (MCP) to provide live reverse engineering support with LLMs like Claude.
-- [HaroldFinchIFT/vuln-nist-mcp-server](https://github.com/HaroldFinchIFT/vuln-nist-mcp-server) 🐍 🐋 📡 🛡️ - A Model Context Protocol (MCP) server for querying NIST National Vulnerability Database (NVD) API endpoints.
+- [HaroldFinchIFT/vuln-nist-mcp-server](https://github.com/HaroldFinchIFT/vuln-nist-mcp-server) 🐍 ☁️️ 🍎 🪟 🐧 - A Model Context Protocol (MCP) server for querying NIST National Vulnerability Database (NVD) API endpoints.
### 🌐 Social Media
From 9b411f44ba917ded99162965c7c4ad18b5f6d75d Mon Sep 17 00:00:00 2001
From: Cameron Rye
Date: Thu, 18 Sep 2025 20:18:49 -0400
Subject: [PATCH 184/504] Add cameronrye/gopher-mcp to Search & Data Extraction
---
README.md | 2 ++
1 file changed, 2 insertions(+)
diff --git a/README.md b/README.md
index caf91cf0..f859c0af 100644
--- a/README.md
+++ b/README.md
@@ -761,6 +761,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to
- [0xshellming/mcp-summarizer](https://github.com/0xshellming/mcp-summarizer) 📕 ☁️ - AI Summarization MCP Server, Support for multiple content types: Plain text, Web pages, PDF documents, EPUB books, HTML content
- [apecloud/ApeRAG](https://github.com/apecloud/ApeRAG) 🐍 ☁️ 🏠 - Production-ready RAG platform combining Graph RAG, vector search, and full-text search. Best choice for building your own Knowledge Graph and for Context Engineering
- [chatmcp/mcp-server-chatsum](https://github.com/chatmcp/mcp-server-chatsum) - Query and summarize your chat messages with AI prompts.
+- [cameronrye/openzim-mcp](https://github.com/cameronrye/openzim-mcp) 🐍 🏠 - Modern, secure MCP server for accessing ZIM format knowledge bases offline. Enables AI models to search and navigate Wikipedia, educational content, and other compressed knowledge archives with smart retrieval, caching, and comprehensive API.
- [CheMiguel23/MemoryMesh](https://github.com/CheMiguel23/MemoryMesh) 📇 🏠 - Enhanced graph-based memory with a focus on AI role-play and story generation
- [entanglr/zettelkasten-mcp](https://github.com/entanglr/zettelkasten-mcp) 🐍 🏠 - A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, and search atomic notes through Claude and other MCP-compatible clients.
- [GistPad-MCP](https://github.com/lostintangent/gistpad-mcp) 📇 🏠 - Use GitHub Gists to manage and access your personal knowledge, daily notes, and reusable prompts. This acts as a companion to https://gistpad.dev and the [GistPad VS Code extension](https://aka.ms/gistpad).
@@ -869,6 +870,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [Bigsy/Clojars-MCP-Server](https://github.com/Bigsy/Clojars-MCP-Server) 📇 ☁️ - Clojars MCP Server for upto date dependency information of Clojure libraries
- [blazickjp/arxiv-mcp-server](https://github.com/blazickjp/arxiv-mcp-server) ☁️ 🐍 - Search ArXiv research papers
- [chanmeng/google-news-mcp-server](https://github.com/ChanMeng666/server-google-news) 📇 ☁️ - Google News integration with automatic topic categorization, multi-language support, and comprehensive search capabilities including headlines, stories, and related topics through [SerpAPI](https://serpapi.com/).
+- [cameronrye/gopher-mcp](https://github.com/cameronrye/gopher-mcp) 🐍 🏠 - Modern, cross-platform MCP server enabling AI assistants to browse and interact with both Gopher protocol and Gemini protocol resources safely and efficiently. Features dual protocol support, TLS security, and structured content extraction.
- [ConechoAI/openai-websearch-mcp](https://github.com/ConechoAI/openai-websearch-mcp/) 🐍 🏠 ☁️ - This is a Python-based MCP server that provides OpenAI `web_search` build-in tool.
- [DappierAI/dappier-mcp](https://github.com/DappierAI/dappier-mcp) 🐍 ☁️ - Enable fast, free real-time web search and access premium data from trusted media brands—news, financial markets, sports, entertainment, weather, and more. Build powerful AI agents with Dappier.
- [deadletterq/mcp-opennutrition](https://github.com/deadletterq/mcp-opennutrition) 📇 🏠 - Local MCP server for searching 300,000+ foods, nutrition facts, and barcodes from the OpenNutrition database.
From b53253c07b353bcb7ff547fb3c017d4bb183986e Mon Sep 17 00:00:00 2001
From: Avinash Sangle
Date: Fri, 19 Sep 2025 16:52:36 +0530
Subject: [PATCH 185/504] Add avisangle/calculator-server to Data Science Tools
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index e2b3507b..29887de5 100644
--- a/README.md
+++ b/README.md
@@ -590,6 +590,7 @@ Tools and integrations that enhance the development workflow and environment man
Integrations and tools designed to simplify data exploration, analysis and enhance data science workflows.
- [arrismo/kaggle-mcp](https://github.com/arrismo/kaggle-mcp) 🐍 ☁️ - Connects to Kaggle, ability to download and analyze datasets.
+- [avisangle/calculator-server](https://github.com/avisangle/calculator-server) 🏎️ 🏠 - A comprehensive Go-based MCP server for mathematical computations, implementing 13 mathematical tools across basic arithmetic, advanced functions, statistical analysis, unit conversions, and financial calculations.
- [ChronulusAI/chronulus-mcp](https://github.com/ChronulusAI/chronulus-mcp) 🐍 ☁️ - Predict anything with Chronulus AI forecasting and prediction agents.
- [DataEval/dingo](https://github.com/DataEval/dingo) 🎖️ 🐍 🏠 🍎 🪟 🐧 - MCP server for the Dingo: a comprehensive data quality evaluation tool. Server Enables interaction with Dingo's rule-based and LLM-based evaluation capabilities and rules&prompts listing.
- [datalayer/jupyter-mcp-server](https://github.com/datalayer/jupyter-mcp-server) 🐍 🏠 - Model Context Protocol (MCP) Server for Jupyter.
From 62c91fbc3a0199d42527dad1645d63e8be52d1dd Mon Sep 17 00:00:00 2001
From: "Cano-Muniz, Santiago"
Date: Sat, 20 Sep 2025 06:30:13 +0200
Subject: [PATCH 186/504] add phisanti/MCPR server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index e2b3507b..2eb87a69 100644
--- a/README.md
+++ b/README.md
@@ -599,6 +599,7 @@ Integrations and tools designed to simplify data exploration, analysis and enhan
- [kdqed/zaturn](https://github.com/kdqed/zaturn) 🐍 🏠 🪟 🐧 🍎 - Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the data for insights and visualizations.
- [mckinsey/vizro-mcp](https://github.com/mckinsey/vizro/tree/main/vizro-mcp) 🎖️ 🐍 🏠 - Tools and templates to create validated and maintainable data charts and dashboards.
- [optuna/optuna-mcp](https://github.com/optuna/optuna-mcp) 🎖️ 🐍 🏠 🐧 🍎 - Official MCP server enabling seamless orchestration of hyperparameter search and other optimization tasks with [Optuna](https://optuna.org/).
+- [phisanti/MCPR](https://github.com/phisanti/MCPR) 🏠 🍎 🪟 🐧 - Model Context Protocol for R: enables AI agents to participate in interactive live R sessions.
- [reading-plus-ai/mcp-server-data-exploration](https://github.com/reading-plus-ai/mcp-server-data-exploration) 🐍 ☁️ - Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.
- [subelsky/bundler_mcp](https://github.com/subelsky/bundler_mcp) 💎 🏠 - Enables agents to query local information about dependencies in a Ruby project's `Gemfile`.
- [Bright-L01/networkx-mcp-server](https://github.com/Bright-L01/networkx-mcp-server) 🐍 🏠 - The first NetworkX integration for Model Context Protocol, enabling graph analysis and visualization directly in AI conversations. Supports 13 operations including centrality algorithms, community detection, PageRank, and graph visualization.
From 8e550b828a600c4123603f0bc051925cbaa67714 Mon Sep 17 00:00:00 2001
From: garethx
Date: Mon, 22 Sep 2025 11:52:00 +0100
Subject: [PATCH 187/504] Update: Bucket rebranded to Reflag
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index c2eb8b46..b481e714 100644
--- a/README.md
+++ b/README.md
@@ -470,7 +470,6 @@ Tools and integrations that enhance the development workflow and environment man
- [automation-ai-labs/mcp-link](https://github.com/automation-ai-labs/mcp-link) 🏎️ 🏠 - Seamlessly Integrate Any API with AI Agents (with OpenAPI Schema)
- [axliupore/mcp-code-runner](https://github.com/axliupore/mcp-code-runner) 📇 🏠 - An MCP server for running code locally via Docker and supporting multiple programming languages.
- [azer/react-analyzer-mcp](https://github.com/azer/react-analyzer-mcp) 📇 🏠 - Analyze React code locally, generate docs / llm.txt for whole project at once
-- [bucketco/bucket-javascript-sdk#cli](https://github.com/bucketco/bucket-javascript-sdk/tree/main/packages/cli#model-context-protocol) 🎖️ 📇 ☁️ - Flag features directly from chat in your IDE with [Bucket](https://bucket.co).
- [Chunkydotdev/bldbl-mcp](https://github.com/chunkydotdev/bldbl-mcp) 📇 ☁️ 🍎 🪟 🐧 - Official MCP server for Buildable AI-powered development platform [bldbl.dev](https://bldbl.dev). Enables AI assistants to manage tasks, track progress, get project context, and collaborate with humans on software projects.
- [CircleCI/mcp-server-circleci](https://github.com/CircleCI-Public/mcp-server-circleci) 📇 ☁️ Enable AI Agents to fix build failures from CircleCI.
- [cjo4m06/mcp-shrimp-task-manager](https://github.com/cjo4m06/mcp-shrimp-task-manager) 📇 ☁️ 🏠 – A programming-focused task management system that boosts coding agents like Cursor AI with advanced task memory, self-reflection, and dependency management. [ShrimpTaskManager](https://cjo4m06.github.io/mcp-shrimp-task-manager)
@@ -545,6 +544,7 @@ Tools and integrations that enhance the development workflow and environment man
- [QuantGeekDev/docker-mcp](https://github.com/QuantGeekDev/docker-mcp) 🏎️ 🏠 - Docker container management and operations through MCP
- [r-huijts/xcode-mcp-server](https://github.com/r-huijts/xcode-mcp-server) 📇 🏠 🍎 - Xcode integration for project management, file operations, and build automation
- [ReAPI-com/mcp-openapi](https://github.com/ReAPI-com/mcp-openapi) 📇 🏠 - MCP server that lets LLMs know everything about your OpenAPI specifications to discover, explain and generate code/mock data
+- [reflagcom/mcp](https://github.com/reflagcom/javascript/tree/main/packages/cli#model-context-protocol) 🎖️ 📇 ☁️ - Flag features directly from chat in your IDE with [Reflag](https://reflag.com).
- [Rootly-AI-Labs/Rootly-MCP-server](https://github.com/Rootly-AI-Labs/Rootly-MCP-server) 🎖️ 🐍 ☁️ 🍎 - MCP server for the incident management platform [Rootly](https://rootly.com/).
- [ryan0204/github-repo-mcp](https://github.com/Ryan0204/github-repo-mcp) 📇 ☁️ 🪟 🐧 🍎 - GitHub Repo MCP allow your AI assistants browse GitHub repositories, explore directories, and view file contents.
- [sammcj/mcp-package-version](https://github.com/sammcj/mcp-package-version) 📇 🏠 - An MCP Server to help LLMs suggest the latest stable package versions when writing code.
From 302de455482a28cb9371180ec27f4214501719ee Mon Sep 17 00:00:00 2001
From: subnetmarco <88.marco@gmail.com>
Date: Mon, 22 Sep 2025 11:40:15 -0700
Subject: [PATCH 188/504] Add new PGMCP server
---
README-ja.md | 1 +
README-ko.md | 1 +
README-pt_BR.md | 1 +
README-th.md | 1 +
README-zh.md | 1 +
README-zh_TW.md | 1 +
README.md | 1 +
7 files changed, 7 insertions(+)
diff --git a/README-ja.md b/README-ja.md
index be556982..2ec93d00 100644
--- a/README-ja.md
+++ b/README-ja.md
@@ -273,6 +273,7 @@ aliyun/alibabacloud-tablestore-mcp-server ☕ 🐍 ☁️ - 阿里云表格存
- [tuannvm/mcp-trino](https://github.com/tuannvm/mcp-trino) 🏎️ ☁️ - Trino用のModel Context Protocol (MCP)サーバーのGo実装。
- [KashiwaByte/vikingdb-mcp-server](https://github.com/KashiwaByte/vikingdb-mcp-server) 🐍 ☁️ - コレクションとインデックスの紹介、ベクトルストアと検索機能を備えたVikingDB統合。
- [runekaagaard/mcp-alchemy](https://github.com/runekaagaard/mcp-alchemy) 🐍 🏠 - PostgreSQL、MySQL、MariaDB、SQLite、Oracle、MS SQL Serverなど多数のデータベースをサポートするSQLAlchemyベースの汎用データベース統合。スキーマと関係の検査、大規模データセット分析機能を備えています。
+- [subnetmarco/pgmcp](https://github.com/subnetmarco/pgmcp) 🏎️ 🏠 - 自動ストリーミング、読み取り専用安全性、汎用データベース互換性を備えた自然言語PostgreSQLクエリ。
- [GreptimeTeam/greptimedb-mcp-server](https://github.com/GreptimeTeam/greptimedb-mcp-server) 🐍 🏠 - GreptimeDBのMCPサービスにクエリを実行する。
- [xing5/mcp-google-sheets](https://github.com/xing5/mcp-google-sheets) 🐍 ☁️ - Google Sheetsと対話するためのモデルコンテキストプロトコルサーバー。このサーバーはGoogle Sheets APIを通じてスプレッドシートの作成、読み取り、更新、管理のためのツールを提供します。
- [freema/mcp-gsheets](https://github.com/freema/mcp-gsheets) 📇 ☁️ - 包括的な読み取り、書き込み、フォーマット、シート管理機能を備えたGoogle Sheets API統合のMCPサーバー。
diff --git a/README-ko.md b/README-ko.md
index 95353314..a0d8325c 100644
--- a/README-ko.md
+++ b/README-ko.md
@@ -249,6 +249,7 @@
- [hannesrudolph/sqlite-explorer-fastmcp-mcp-server](https://github.com/hannesrudolph/sqlite-explorer-fastmcp-mcp-server) 🐍 🏠 - 모델 컨텍스트 프로토콜(MCP)을 통해 SQLite 데이터베이스에 안전한 읽기 전용 접근을 제공하는 MCP 서버. 이 서버는 FastMCP 프레임워크로 구축되어 LLM이 내장된 안전 기능과 쿼리 유효성 검사로 SQLite 데이터베이스를 탐색하고 쿼리할 수 있도록 지원합니다.
- [sirmews/mcp-pinecone](https://github.com/sirmews/mcp-pinecone) 🐍 ☁️ - 벡터 검색 기능을 갖춘 Pinecone 통합
- [runekaagaard/mcp-alchemy](https://github.com/runekaagaard/mcp-alchemy) 🐍 🏠 - PostgreSQL, MySQL, MariaDB, SQLite, Oracle, MS SQL Server 등 다양한 데이터베이스를 지원하는 범용 SQLAlchemy 기반 데이터베이스 통합. 스키마 및 관계 검사, 대규모 데이터셋 분석 기능 제공.
+- [subnetmarco/pgmcp](https://github.com/subnetmarco/pgmcp) 🏎️ 🏠 - 자동 스트리밍, 읽기 전용 안전성 및 범용 데이터베이스 호환성을 갖춘 자연어 PostgreSQL 쿼리.
- [mcp-server-jdbc](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc) ☕ 🏠 - 모든 JDBC 호환 데이터베이스에 연결하여 쿼리, 삽입, 업데이트, 삭제 등을 수행합니다.
- [pab1it0/adx-mcp-server](https://github.com/pab1it0/adx-mcp-server) 🐍 ☁️ - Azure Data Explorer 데이터베이스 쿼리 및 분석
- [pab1it0/prometheus-mcp-server](https://github.com/pab1it0/prometheus-mcp-server) 🐍 ☁️ - Prometheus 오픈 소스 모니터링 시스템 쿼리 및 분석.
diff --git a/README-pt_BR.md b/README-pt_BR.md
index 6de710a8..213ace68 100644
--- a/README-pt_BR.md
+++ b/README-pt_BR.md
@@ -259,6 +259,7 @@ Acesso seguro a banco de dados com recursos de inspeção de esquema. Permite co
- [ClickHouse/mcp-clickhouse](https://github.com/ClickHouse/mcp-clickhouse) 🐍 ☁️ - Integração do banco de dados ClickHouse com inspeção de esquema e recursos de consulta
- [confluentinc/mcp-confluent](https://github.com/confluentinc/mcp-confluent) 🐍 ☁️ - Integração Confluent para interagir com as APIs REST do Confluent Kafka e Confluent Cloud.
- [prisma/mcp](https://github.com/prisma/mcp) 📇 ☁️ 🏠 - Permite que LLMs gerenciem bancos de dados Prisma Postgres (ex.: criar novos bancos de dados e executar migrações ou consultas).
+- [subnetmarco/pgmcp](https://github.com/subnetmarco/pgmcp) 🏎️ 🏠 - Consultas PostgreSQL em linguagem natural com streaming automático, segurança somente leitura e compatibilidade universal com bancos de dados.
- [ydb/ydb-mcp](https://github.com/ydb-platform/ydb-mcp) 🎖️ 🐍 ☁️ – servidor MCP para interagir com bancos de dados [YDB](https://ydb.tech)
### 📊 Plataformas de Dados
diff --git a/README-th.md b/README-th.md
index 3aa22d92..09128a17 100644
--- a/README-th.md
+++ b/README-th.md
@@ -242,6 +242,7 @@
- [QuantGeekDev/mongo-mcp](https://github.com/QuantGeekDev/mongo-mcp) 📇 🏠 - การผสานรวม MongoDB ที่ช่วยให้ LLMs สามารถโต้ตอบกับฐานข้อมูลได้โดยตรง
- [rashidazarang/airtable-mcp](https://github.com/rashidazarang/airtable-mcp) 🐍 ☁️ - เชื่อมต่อเครื่องมือ AI โดยตรงกับ Airtable สืบค้น สร้าง อัปเดต และลบบันทึกโดยใช้ภาษาธรรมชาติ คุณสมบัติรวมถึงการจัดการฐาน การดำเนินการตาราง การจัดการสคีมา การกรองบันทึก และการย้ายข้อมูลผ่านอินเทอร์เฟซ MCP มาตรฐาน
- [runekaagaard/mcp-alchemy](https://github.com/runekaagaard/mcp-alchemy) 🐍 🏠 - การผสานรวมฐานข้อมูลสากลบน SQLAlchemy ที่รองรับ PostgreSQL, MySQL, MariaDB, SQLite, Oracle, MS SQL Server และฐานข้อมูลอื่นๆ อีกมากมาย คุณสมบัติการตรวจสอบสคีมาและความสัมพันธ์ และความสามารถในการวิเคราะห์ชุดข้อมูลขนาดใหญ่
+- [subnetmarco/pgmcp](https://github.com/subnetmarco/pgmcp) 🏎️ 🏠 - การสืบค้น PostgreSQL ด้วยภาษาธรรมชาติที่มีการสตรีมอัตโนมัติ ความปลอดภัยแบบอ่านอย่างเดียว และความเข้ากันได้กับฐานข้อมูลสากล
- [sirmews/mcp-pinecone](https://github.com/sirmews/mcp-pinecone) 🐍 ☁️ - การผสานรวม Pinecone พร้อมความสามารถในการค้นหาเวกเตอร์
- [TheRaLabs/legion-mcp](https://github.com/TheRaLabs/legion-mcp) 🐍 🏠 เซิร์ฟเวอร์ MCP ฐานข้อมูลสากลที่รองรับฐานข้อมูลหลายประเภท รวมถึง PostgreSQL, Redshift, CockroachDB, MySQL, RDS MySQL, Microsoft SQL Server, BigQuery, Oracle DB และ SQLite
- [tinybirdco/mcp-tinybird](https://github.com/tinybirdco/mcp-tinybird) 🐍 ☁️ - การผสานรวม Tinybird พร้อมความสามารถในการสืบค้นและ API
diff --git a/README-zh.md b/README-zh.md
index 315d4848..a411c2a9 100644
--- a/README-zh.md
+++ b/README-zh.md
@@ -260,6 +260,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
- [hannesrudolph/sqlite-explorer-fastmcp-mcp-server](https://github.com/hannesrudolph/sqlite-explorer-fastmcp-mcp-server) 🐍 🏠 - 一个 MCP 服务器，通过模型上下文协议 （MCP） 提供对 SQLite 数据库的安全只读访问。该服务器是使用 FastMCP 框架构建的，它使 LLM 能够探索和查询具有内置安全功能和查询验证的 SQLite 数据库。
- [sirmews/mcp-pinecone](https://github.com/sirmews/mcp-pinecone) 🐍 ☁️ - Pinecone 与矢量搜索功能的集成
- [runekaagaard/mcp-alchemy](https://github.com/runekaagaard/mcp-alchemy) 🐍 🏠 - 基于SQLAlchemy的通用数据库集成，支持PostgreSQL、MySQL、MariaDB、SQLite、Oracle、MS SQL Server等众多数据库。具有架构和关系检查以及大型数据集分析功能。
+- [subnetmarco/pgmcp](https://github.com/subnetmarco/pgmcp) 🏎️ 🏠 - 具有自动流传输、只读安全性和通用数据库兼容性的自然语言PostgreSQL查询。
- [Zhwt/go-mcp-mysql](https://github.com/Zhwt/go-mcp-mysql) 🏎️ 🏠 – 基于 Go 的开箱即用的 MySQL MCP 服务器，支持只读模式和自动 Schema 检查。
- [mcp-server-jdbc](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc) ☕ 🏠 - 连接到任何兼容JDBC的数据库，执行查询、插入、更新、删除等操作。
- [pab1it0/adx-mcp-server](https://github.com/pab1it0/adx-mcp-server) 🐍 ☁️ - 查询和分析Azure Data Explorer数据库
diff --git a/README-zh_TW.md b/README-zh_TW.md
index 59c061d1..17b8c35f 100644
--- a/README-zh_TW.md
+++ b/README-zh_TW.md
@@ -219,6 +219,7 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和
- [hannesrudolph/sqlite-explorer-fastmcp-mcp-server](https://github.com/hannesrudolph/sqlite-explorer-fastmcp-mcp-server) 🐍 🏠 - 一個 MCP 伺服器，通過模型上下文協議 （MCP） 提供對 SQLite 資料庫的安全只讀訪問。該伺服器是使用 FastMCP 框架構建的，它使 LLM 能夠探索和查詢具有內建安全功能和查詢驗證的 SQLite 資料庫。
- [sirmews/mcp-pinecone](https://github.com/sirmews/mcp-pinecone) 🐍 ☁️ - Pinecone 與向量搜尋功能的集成
- [runekaagaard/mcp-alchemy](https://github.com/runekaagaard/mcp-alchemy) 🐍 🏠 - 基於SQLAlchemy的通用資料庫集成，支援PostgreSQL、MySQL、MariaDB、SQLite、Oracle、MS SQL Server等眾多資料庫。具有架構和關係檢查以及大型數據集分析功能。
+- [subnetmarco/pgmcp](https://github.com/subnetmarco/pgmcp) 🏎️ 🏠 - 具有自動串流、唯讀安全性和通用資料庫相容性的自然語言PostgreSQL查詢。
- [GreptimeTeam/greptimedb-mcp-server](https://github.com/GreptimeTeam/greptimedb-mcp-server) 🐍 🏠 - 查詢 GreptimeDB 的 MCP 服務。
- [xing5/mcp-google-sheets](https://github.com/xing5/mcp-google-sheets) 🐍 ☁️ - 一個用於與 Google Sheets 交互的模型上下文協議伺服器。該伺服器通過 Google Sheets API 提供創建、讀取、更新和管理電子表格的工具。
- [freema/mcp-gsheets](https://github.com/freema/mcp-gsheets) 📇 ☁️ - 具有全面讀取、寫入、格式化和工作表管理功能的 Google Sheets API 整合 MCP 伺服器。
diff --git a/README.md b/README.md
index c2eb8b46..6f15def1 100644
--- a/README.md
+++ b/README.md
@@ -420,6 +420,7 @@ Secure database access with schema inspection capabilities. Enables querying and
- [schemacrawler/SchemaCrawler-MCP-Server-Usage](https://github.com/schemacrawler/SchemaCrawler-MCP-Server-Usage) 🎖️ ☕ – Connect to any relational database, and be able to get valid SQL, and ask questions like what does a certain column prefix mean.
- [sirmews/mcp-pinecone](https://github.com/sirmews/mcp-pinecone) 🐍 ☁️ - Pinecone integration with vector search capabilities
- [skysqlinc/skysql-mcp](https://github.com/skysqlinc/skysql-mcp) 🎖️ ☁️ - Serverless MariaDB Cloud DB MCP server. Tools to launch, delete, execute SQL and work with DB level AI agents for accurate text-2-sql and conversations.
+- [subnetmarco/pgmcp](https://github.com/subnetmarco/pgmcp) 🏎️ 🏠 - Natural language PostgreSQL queries with automatic streaming, read-only safety, and universal database compatibility.
- [supabase-community/supabase-mcp](https://github.com/supabase-community/supabase-mcp) 🎖️ 📇 ☁️ - Official Supabase MCP server to connect AI assistants directly with your Supabase project and allows them to perform tasks like managing tables, fetching config, and querying data.
- [TheRaLabs/legion-mcp](https://github.com/TheRaLabs/legion-mcp) 🐍 🏠 Universal database MCP server supporting multiple database types including PostgreSQL, Redshift, CockroachDB, MySQL, RDS MySQL, Microsoft SQL Server, BigQuery, Oracle DB, and SQLite.
- [tradercjz/dolphindb-mcp-server](https://github.com/tradercjz/dolphindb-mcp-server) 🐍 ☁️ - TDolphinDB database integration with schema inspection and query capabilities
From 4ca5c758f6d97b2f22287c340686df0b77ae52f9 Mon Sep 17 00:00:00 2001
From: Alex Malashkevych
Date: Tue, 23 Sep 2025 00:56:46 +0300
Subject: [PATCH 189/504] Fix emojis
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 4dc0e20a..4d7ab2c2 100644
--- a/README.md
+++ b/README.md
@@ -563,7 +563,7 @@ Tools and integrations that enhance the development workflow and environment man
- [vasayxtx/mcp-prompt-engine](https://github.com/vasayxtx/mcp-prompt-engine) 🏎️ 🏠 🪟️ 🐧 🍎 - MCP server for managing and serving dynamic prompt templates using elegant and powerful text template engine.
- [vivekvells/mcp-pandoc](https://github.com/vivekVells/mcp-pandoc) 🗄️ 🚀 - MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more.
- [VSCode Devtools](https://github.com/biegehydra/BifrostMCP) 📇 - Connect to VSCode ide and use semantic tools like `find_usages`
-- [Webvizio/mcp](https://github.com/Webvizio/mcp) 🗄📋🚀 - Automatically converts feedback and bug reports from websites and web apps into actionable, context-enriched developer tasks. Delivered straight to your AI coding tools, the Webvizio MCP Server ensures your AI agent has all the data it needs to solve tasks with speed and accuracy.
+- [Webvizio/mcp](https://github.com/Webvizio/mcp) 🎖️ 📇 - Automatically converts feedback and bug reports from websites and web apps into actionable, context-enriched developer tasks. Delivered straight to your AI coding tools, the Webvizio MCP Server ensures your AI agent has all the data it needs to solve tasks with speed and accuracy.
- [WiseVision/mcp_server_ros_2](https://github.com/wise-vision/mcp_server_ros_2) 🐍 🤖 - MCP server for ROS2 enabling AI-driven robotics applications and services.
- [Wooonster/hocr_mcp_server](https://github.com/Wooonster/hocr_mcp_server) 🐍 🏠 – A fastAPI-based FastMCP server with a Vue frontend that sends uploaded images to VLM via the MCP to quickly extract handwritten mathematical formulas as clean LaTeX code.
- [xcodebuild](https://github.com/ShenghaiWang/xcodebuild) 🍎 Build iOS Xcode workspace/project and feed back errors to llm.
From cc11ae4de4f129d3895c909c79144fe9729aa8ad Mon Sep 17 00:00:00 2001
From: kukapay
Date: Tue, 23 Sep 2025 16:34:49 +0800
Subject: [PATCH 190/504] Add polymarket-predictions-mcp
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 1a02c84e..46390db6 100644
--- a/README.md
+++ b/README.md
@@ -698,6 +698,7 @@ Provides direct access to local file systems with configurable permissions. Enab
- [kukapay/hyperliquid-whalealert-mcp](https://github.com/kukapay/hyperliquid-whalealert-mcp) 🐍 ☁️ - An MCP server that provides real-time whale alerts on Hyperliquid, flagging positions with a notional value exceeding $1 million.
- [kukapay/jupiter-mcp](https://github.com/kukapay/jupiter-mcp) 🐍 ☁️ - An MCP server for executing token swaps on the Solana blockchain using Jupiter's new Ultra API.
- [kukapay/pancakeswap-poolspy-mcp](https://github.com/kukapay/pancakeswap-poolspy-mcp) 🐍 ☁️ - An MCP server that tracks newly created pools on Pancake Swap.
+- [kukapay/polymarket-predictions-mcp](https://github.com/kukapay/polymarket-predictions-mcp) 🐍 ☁️ - An MCP server that delivers real-time market odds from Polymarket.
- [kukapay/pumpswap-mcp](https://github.com/kukapay/pumpswap-mcp) 🐍 ☁️ - Enabling AI agents to interact with PumpSwap for real-time token swaps and automated on-chain trading.
- [kukapay/raydium-launchlab-mcp](https://github.com/kukapay/raydium-launchlab-mcp) 🐍 ☁️ - An MCP server that enables AI agents to launch, buy, and sell tokens on the Raydium Launchpad(aka LaunchLab).
- [kukapay/rug-check-mcp](https://github.com/kukapay/rug-check-mcp) 🐍 ☁️ - An MCP server that detects potential risks in Solana meme tokens.
From 61d2d650f72c59b12bb69594bc4edccee63442b5 Mon Sep 17 00:00:00 2001
From: Atlas Wegman
Date: Tue, 23 Sep 2025 10:27:50 -0400
Subject: [PATCH 191/504] Added HLedger MCP server
---
README-ko.md | 1 +
README-th.md | 1 +
README-zh.md | 1 +
README.md | 1 +
4 files changed, 4 insertions(+)
diff --git a/README-ko.md b/README-ko.md
index 95353314..04a7d2b0 100644
--- a/README-ko.md
+++ b/README-ko.md
@@ -337,6 +337,7 @@
금융 데이터 접근 및 암호화폐 시장 정보. 실시간 시장 데이터, 암호화폐 가격 및 금융 분석 쿼리를 가능하게 합니다.
- [heurist-network/heurist-mesh-mcp-server](https://github.com/heurist-network/heurist-mesh-mcp-server) 🎖️ ⛅️ 🏠 🐍 - Heurist Mesh 네트워크를 통해 블록체인 분석, 스마트 계약 보안 감사, 토큰 메트릭 평가 및 온체인 상호 작용을 위한 특화된 웹3 AI 에이전트에 접근합니다. 여러 블록체인에 걸쳐 DeFi 분석, NFT 가치 평가 및 트랜잭션 모니터링을 위한 포괄적인 도구를 제공합니다.
+- [HLedger MCP](https://github.com/iiAtlas/hledger-mcp) 📇 🏠 🍎 🪟 - LLM에서 바로 사용할 수 있는 더블 엔트리(복식부기) 순수 텍스트 회계! 이 MCP는 로컬 [HLedger](https://hledger.org/) 회계 저널에 대한 포괄적인 읽기 접근과 (선택적으로) 쓰기 접근을 제공합니다.
- [@base/base-mcp](https://github.com/base/base-mcp) 🎖️ 📇 ☁️ - 온체인 도구를 위한 Base 네트워크 통합으로, Base 네트워크 및 Coinbase API와 상호 작용하여 지갑 관리, 자금 이체, 스마트 계약 및 DeFi 운영 가능
- [QuantGeekDev/coincap-mcp](https://github.com/QuantGeekDev/coincap-mcp) 📇 ☁️ - CoinCap의 공개 API를 사용한 실시간 암호화폐 시장 데이터 통합으로, API 키 없이 암호화폐 가격 및 시장 정보 접근 제공
- [anjor/coinmarket-mcp-server](https://github.com/anjor/coinmarket-mcp-server) 🐍 ☁️ - 암호화폐 목록 및 시세를 가져오기 위한 Coinmarket API 통합
diff --git a/README-th.md b/README-th.md
index 3aa22d92..3ee0a92f 100644
--- a/README-th.md
+++ b/README-th.md
@@ -372,6 +372,7 @@
- [ferdousbhai/tasty-agent](https://github.com/ferdousbhai/tasty-agent) 🐍 ☁️ - การผสานรวม Tastyworks API เพื่อจัดการกิจกรรมการซื้อขายบน Tastytrade
- [getalby/nwc-mcp-server](https://github.com/getalby/nwc-mcp-server) 📇 🏠 - การผสานรวมกระเป๋าเงิน Bitcoin Lightning ขับเคลื่อนโดย Nostr Wallet Connect
- [heurist-network/heurist-mesh-mcp-server](https://github.com/heurist-network/heurist-mesh-mcp-server) 🎖️ ⛅️ 🏠 🐍 - เข้าถึงตัวแทน AI web3 เฉพาะทางสำหรับการวิเคราะห์บล็อกเชน การตรวจสอบความปลอดภัยของสัญญาอัจฉริยะ การประเมินเมตริกโทเค็น และการโต้ตอบบนเชนผ่านเครือข่าย Heurist Mesh ให้เครื่องมือที่ครอบคลุมสำหรับการวิเคราะห์ DeFi การประเมินมูลค่า NFT และการตรวจสอบธุรกรรมในบล็อกเชนหลายตัว
+- [HLedger MCP](https://github.com/iiAtlas/hledger-mcp) 📇 🏠 🍎 🪟 - การบันทึกบัญชีแบบ double entry ในรูปแบบข้อความล้วน ภายใน LLM ของคุณ! MCP นี้รองรับการเข้าถึงไฟล์ journal ของ [HLedger](https://hledger.org/) บนเครื่องในโหมดอ่านอย่างครบถ้วน และ (เลือกได้) การเขียนด้วย
- [kukapay/crypto-feargreed-mcp](https://github.com/kukapay/crypto-feargreed-mcp) 🐍 ☁️ - ให้ข้อมูลดัชนี Crypto Fear & Greed แบบเรียลไทม์และย้อนหลัง
- [kukapay/crypto-indicators-mcp](https://github.com/kukapay/crypto-indicators-mcp) 🐍 ☁️ - เซิร์ฟเวอร์ MCP ที่ให้ตัวบ่งชี้และกลยุทธ์การวิเคราะห์ทางเทคนิคของ cryptocurrency ที่หลากหลาย
- [kukapay/crypto-sentiment-mcp](https://github.com/kukapay/crypto-sentiment-mcp) 🐍 ☁️ - เซิร์ฟเวอร์ MCP ที่ส่งการวิเคราะห์ความเชื่อมั่นของ cryptocurrency ให้กับตัวแทน AI
diff --git a/README-zh.md b/README-zh.md
index 315d4848..675e47b2 100644
--- a/README-zh.md
+++ b/README-zh.md
@@ -367,6 +367,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
金融数据访问和加密货币市场信息。支持查询实时市场数据、加密货币价格和财务分析。
- [heurist-network/heurist-mesh-mcp-server](https://github.com/heurist-network/heurist-mesh-mcp-server) 🎖️ ⛅️ 🏠 🐍 - 通过Heurist Mesh网络访问专业化的web3 AI代理，用于区块链分析、智能合约安全审计、代币指标评估及链上交互。提供全面的DeFi分析工具、NFT估值及跨多链交易监控功能
+- [HLedger MCP](https://github.com/iiAtlas/hledger-mcp) 📇 🏠 🍎 🪟 - 在你的 LLM 中进行复式纯文本记账！这个 MCP 提供对本地 [HLedger](https://hledger.org/) 记账日记账的全面读取，以及（可选的）写入访问。
- [@base/base-mcp](https://github.com/base/base-mcp) 🎖️ 📇 ☁️ - 集成Base网络的链上工具，支持与Base网络及Coinbase API交互，实现钱包管理、资金转账、智能合约和DeFi操作
- [QuantGeekDev/coincap-mcp](https://github.com/QuantGeekDev/coincap-mcp) 📇 ☁️ - 使用 CoinCap 的公共 API 集成实时加密货币市场数据，无需 API 密钥即可访问加密货币价格和市场信息
- [anjor/coinmarket-mcp-server](https://github.com/anjor/coinmarket-mcp-server) 🐍 ☁️ - Coinmarket API 集成以获取加密货币列表和报价
diff --git a/README.md b/README.md
index 26fad232..f4015a76 100644
--- a/README.md
+++ b/README.md
@@ -661,6 +661,7 @@ Provides direct access to local file systems with configurable permissions. Enab
- [getalby/nwc-mcp-server](https://github.com/getalby/nwc-mcp-server) 📇 🏠 - Bitcoin Lightning wallet integration powered by Nostr Wallet Connect
- [glaksmono/finbud-data-mcp](https://github.com/glaksmono/finbud-data-mcp/tree/main/packages/mcp-server) 📇 ☁️ 🏠 - Access comprehensive, real-time financial data (stocks, options, crypto, forex) via developer-friendly, AI-native APIs offering unbeatable value.
- [heurist-network/heurist-mesh-mcp-server](https://github.com/heurist-network/heurist-mesh-mcp-server) 🎖️ ⛅️ 🏠 🐍 - Access specialized web3 AI agents for blockchain analysis, smart contract security auditing, token metrics evaluation, and on-chain interactions through the Heurist Mesh network. Provides comprehensive tools for DeFi analysis, NFT valuation, and transaction monitoring across multiple blockchains
+- [HLedger MCP](https://github.com/iiAtlas/hledger-mcp) 📇 🏠 🍎 🪟 - Double entry plain text accounting, right in your LLM! This MCP enables comprehensive read, and (optional) write access to your local [HLedger](https://hledger.org/) accounting journals.
- [HuggingAGI/mcp-baostock-server](https://github.com/HuggingAGI/mcp-baostock-server) 🐍 ☁️ - MCP server based on baostock, providing access and analysis capabilities for Chinese stock market data.
- [intentos-labs/beeper-mcp](https://github.com/intentos-labs/beeper-mcp) 🐍 - Beeper provides transactions on BSC, including balance/token transfers, token swaps in Pancakeswap and beeper reward claims.
- [janswist/mcp-dexscreener](https://github.com/janswist/mcp-dexscreener) 📇 ☁️ - Real-time on-chain market prices using open and free Dexscreener API
From b5c260e88f9bc115a31b252ced000f52cb114bf5 Mon Sep 17 00:00:00 2001
From: Oskar Bruening
Date: Tue, 23 Sep 2025 12:11:10 -0400
Subject: [PATCH 192/504] Adding Peek.com Remote Server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 26fad232..85680922 100644
--- a/README.md
+++ b/README.md
@@ -155,6 +155,7 @@ Access and explore art collections, cultural heritage, and museum databases. Ena
- [OctoEverywhere/mcp](https://github.com/OctoEverywhere/mcp) #️⃣ ☁️ - A 3D printer MCP server that allows for getting live printer state, webcam snapshots, and printer control.
- [omni-mcp/isaac-sim-mcp](https://github.com/omni-mcp/isaac-sim-mcp) 📇 ☁️ - A MCP Server and an extension enables natural language control of NVIDIA Isaac Sim, Lab, OpenUSD and etc.
- [PatrickPalmer/MayaMCP](https://github.com/PatrickPalmer/MayaMCP) 🐍 🏠 - MCP server for Autodesk Maya
+- [peek-travel/mcp-intro](https://github.com/peek-travel/mcp-intro) ☁️ 🍎 🪟 🐧 - Remote MCP Server for discovering and planning experiences, at home and on vacation
- [r-huijts/oorlogsbronnen-mcp](https://github.com/r-huijts/oorlogsbronnen-mcp) 📇 ☁️ - Oorlogsbronnen (War Sources) API integration for accessing historical WWII records, photographs, and documents from the Netherlands (1940-1945)
- [r-huijts/rijksmuseum-mcp](https://github.com/r-huijts/rijksmuseum-mcp) 📇 ☁️ - Rijksmuseum API integration for artwork search, details, and collections
- [samuelgursky/davinci-resolve-mcp](https://github.com/samuelgursky/davinci-resolve-mcp) 🐍 - MCP server integration for DaVinci Resolve providing powerful tools for video editing, color grading, media management, and project control
From 62e8b6d8c749e2e57312914a937350d74a741236 Mon Sep 17 00:00:00 2001
From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com>
Date: Tue, 23 Sep 2025 13:55:44 -0400
Subject: [PATCH 193/504] Update README.md
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 39a18a25..c5352545 100644
--- a/README.md
+++ b/README.md
@@ -915,7 +915,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [sascharo/gxtract](https://github.com/sascharo/gxtract) 🐍 ☁️ 🪟 🐧 🍎 - GXtract is a MCP server designed to integrate with VS Code and other compatible editors (documentation: [sascharo.github.io/gxtract](https://sascharo.github.io/gxtract)). It provides a suite of tools for interacting with the GroundX platform, enabling you to leverage its powerful document understanding capabilities directly within your development environment.
- [scrapeless-ai/scrapeless-mcp-server](https://github.com/scrapeless-ai/scrapeless-mcp-server) 🐍 ☁️ - The Scrapeless Model Context Protocol service acts as an MCP server connector to the Google SERP API, enabling web search within the MCP ecosystem without leaving it.
- [SecretiveShell/MCP-searxng](https://github.com/SecretiveShell/MCP-searxng) 🐍 🏠 - An MCP Server to connect to searXNG instances
-- [serkan-ozal/driflyte-mcp-server](https://github.com/serkan-ozal/driflyte-mcp-server): 🎖️ 📇 ☁️ 🏠 - The Driflyte MCP Server exposes tools that allow AI assistants to query and retrieve topic-specific knowledge from recursively crawled and indexed web pages.
+- [serkan-ozal/driflyte-mcp-server](https://github.com/serkan-ozal/driflyte-mcp-server) 🎖️ 📇 ☁️ 🏠 - The Driflyte MCP Server exposes tools that allow AI assistants to query and retrieve topic-specific knowledge from recursively crawled and indexed web pages.
- [shopsavvy/shopsavvy-mcp-server](https://github.com/shopsavvy/shopsavvy-mcp-server) 🎖️ 📇 ☁️ - Complete product and pricing data solution for AI assistants. Search for products by barcode/ASIN/URL, access detailed product metadata, access comprehensive pricing data from thousands of retailers, view and track price history, and more.
- [takashiishida/arxiv-latex-mcp](https://github.com/takashiishida/arxiv-latex-mcp) 🐍 ☁️ - Get the LaTeX source of arXiv papers to handle mathematical content and equations
- [the0807/GeekNews-MCP-Server](https://github.com/the0807/GeekNews-MCP-Server) 🐍 ☁️ - An MCP Server that retrieves and processes news data from the GeekNews site.
From 28ecc452ca3d396dc83dc2a484d8f679adf4c666 Mon Sep 17 00:00:00 2001
From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com>
Date: Tue, 23 Sep 2025 13:57:28 -0400
Subject: [PATCH 194/504] Update README.md
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 9565f134..97ba60f3 100644
--- a/README.md
+++ b/README.md
@@ -660,7 +660,7 @@ Provides direct access to local file systems with configurable permissions. Enab
- [HuggingAGI/mcp-baostock-server](https://github.com/HuggingAGI/mcp-baostock-server) 🐍 ☁️ - MCP server based on baostock, providing access and analysis capabilities for Chinese stock market data.
- [intentos-labs/beeper-mcp](https://github.com/intentos-labs/beeper-mcp) 🐍 - Beeper provides transactions on BSC, including balance/token transfers, token swaps in Pancakeswap and beeper reward claims.
- [janswist/mcp-dexscreener](https://github.com/janswist/mcp-dexscreener) 📇 ☁️ - Real-time on-chain market prices using open and free Dexscreener API
-- [jjlabsio/korea-stock-mcp](https://github.com/jjlabsio/korea-stock-mcp) 📇 ☁️ - An MCP Server for Korean stock analysis using OPEN DART API and KRX API
+- [jjlabsio/korea-stock-mcp](https://github.com/jjlabsio/korea-stock-mcp) 📇 ☁️ - An MCP Server for Korean stock analysis using OPEN DART API and KRX API
- [kukapay/binance-alpha-mcp](https://github.com/kukapay/binance-alpha-mcp) 🐍 ☁️ - An MCP server for tracking Binance Alpha trades, helping AI agents optimize alpha point accumulation.
- [kukapay/blockbeats-mcp](https://github.com/kukapay/blockbeats-mcp) 🐍 ☁️ - An MCP server that delivers blockchain news and in-depth articles from BlockBeats for AI agents.
- [kukapay/blocknative-mcp](https://github.com/kukapay/blocknative-mcp) 🐍 ☁️ - Providing real-time gas price predictions across multiple blockchains, powered by Blocknative.
From b03dd62eac28eaa1ba8726b21456e57d4a780fae Mon Sep 17 00:00:00 2001
From: Atlas Wegman
Date: Tue, 23 Sep 2025 14:17:53 -0400
Subject: [PATCH 195/504] Use full repo name
---
README-ko.md | 2 +-
README-th.md | 2 +-
README-zh.md | 2 +-
README.md | 2 +-
4 files changed, 4 insertions(+), 4 deletions(-)
diff --git a/README-ko.md b/README-ko.md
index 04a7d2b0..23384715 100644
--- a/README-ko.md
+++ b/README-ko.md
@@ -337,7 +337,7 @@
금융 데이터 접근 및 암호화폐 시장 정보. 실시간 시장 데이터, 암호화폐 가격 및 금융 분석 쿼리를 가능하게 합니다.
- [heurist-network/heurist-mesh-mcp-server](https://github.com/heurist-network/heurist-mesh-mcp-server) 🎖️ ⛅️ 🏠 🐍 - Heurist Mesh 네트워크를 통해 블록체인 분석, 스마트 계약 보안 감사, 토큰 메트릭 평가 및 온체인 상호 작용을 위한 특화된 웹3 AI 에이전트에 접근합니다. 여러 블록체인에 걸쳐 DeFi 분석, NFT 가치 평가 및 트랜잭션 모니터링을 위한 포괄적인 도구를 제공합니다.
-- [HLedger MCP](https://github.com/iiAtlas/hledger-mcp) 📇 🏠 🍎 🪟 - LLM에서 바로 사용할 수 있는 더블 엔트리(복식부기) 순수 텍스트 회계! 이 MCP는 로컬 [HLedger](https://hledger.org/) 회계 저널에 대한 포괄적인 읽기 접근과 (선택적으로) 쓰기 접근을 제공합니다.
+- [@iiatlas/hledger-mcp](https://github.com/iiAtlas/hledger-mcp) 📇 🏠 🍎 🪟 - LLM에서 바로 사용할 수 있는 더블 엔트리(복식부기) 순수 텍스트 회계! 이 MCP는 로컬 [HLedger](https://hledger.org/) 회계 저널에 대한 포괄적인 읽기 접근과 (선택적으로) 쓰기 접근을 제공합니다.
- [@base/base-mcp](https://github.com/base/base-mcp) 🎖️ 📇 ☁️ - 온체인 도구를 위한 Base 네트워크 통합으로, Base 네트워크 및 Coinbase API와 상호 작용하여 지갑 관리, 자금 이체, 스마트 계약 및 DeFi 운영 가능
- [QuantGeekDev/coincap-mcp](https://github.com/QuantGeekDev/coincap-mcp) 📇 ☁️ - CoinCap의 공개 API를 사용한 실시간 암호화폐 시장 데이터 통합으로, API 키 없이 암호화폐 가격 및 시장 정보 접근 제공
- [anjor/coinmarket-mcp-server](https://github.com/anjor/coinmarket-mcp-server) 🐍 ☁️ - 암호화폐 목록 및 시세를 가져오기 위한 Coinmarket API 통합
diff --git a/README-th.md b/README-th.md
index 3ee0a92f..ff7ed9b2 100644
--- a/README-th.md
+++ b/README-th.md
@@ -372,7 +372,7 @@
- [ferdousbhai/tasty-agent](https://github.com/ferdousbhai/tasty-agent) 🐍 ☁️ - การผสานรวม Tastyworks API เพื่อจัดการกิจกรรมการซื้อขายบน Tastytrade
- [getalby/nwc-mcp-server](https://github.com/getalby/nwc-mcp-server) 📇 🏠 - การผสานรวมกระเป๋าเงิน Bitcoin Lightning ขับเคลื่อนโดย Nostr Wallet Connect
- [heurist-network/heurist-mesh-mcp-server](https://github.com/heurist-network/heurist-mesh-mcp-server) 🎖️ ⛅️ 🏠 🐍 - เข้าถึงตัวแทน AI web3 เฉพาะทางสำหรับการวิเคราะห์บล็อกเชน การตรวจสอบความปลอดภัยของสัญญาอัจฉริยะ การประเมินเมตริกโทเค็น และการโต้ตอบบนเชนผ่านเครือข่าย Heurist Mesh ให้เครื่องมือที่ครอบคลุมสำหรับการวิเคราะห์ DeFi การประเมินมูลค่า NFT และการตรวจสอบธุรกรรมในบล็อกเชนหลายตัว
-- [HLedger MCP](https://github.com/iiAtlas/hledger-mcp) 📇 🏠 🍎 🪟 - การบันทึกบัญชีแบบ double entry ในรูปแบบข้อความล้วน ภายใน LLM ของคุณ! MCP นี้รองรับการเข้าถึงไฟล์ journal ของ [HLedger](https://hledger.org/) บนเครื่องในโหมดอ่านอย่างครบถ้วน และ (เลือกได้) การเขียนด้วย
+- [@iiatlas/hledger-mcp](https://github.com/iiAtlas/hledger-mcp) 📇 🏠 🍎 🪟 - การบันทึกบัญชีแบบ double entry ในรูปแบบข้อความล้วน ภายใน LLM ของคุณ! MCP นี้รองรับการเข้าถึงไฟล์ journal ของ [HLedger](https://hledger.org/) บนเครื่องในโหมดอ่านอย่างครบถ้วน และ (เลือกได้) การเขียนด้วย
- [kukapay/crypto-feargreed-mcp](https://github.com/kukapay/crypto-feargreed-mcp) 🐍 ☁️ - ให้ข้อมูลดัชนี Crypto Fear & Greed แบบเรียลไทม์และย้อนหลัง
- [kukapay/crypto-indicators-mcp](https://github.com/kukapay/crypto-indicators-mcp) 🐍 ☁️ - เซิร์ฟเวอร์ MCP ที่ให้ตัวบ่งชี้และกลยุทธ์การวิเคราะห์ทางเทคนิคของ cryptocurrency ที่หลากหลาย
- [kukapay/crypto-sentiment-mcp](https://github.com/kukapay/crypto-sentiment-mcp) 🐍 ☁️ - เซิร์ฟเวอร์ MCP ที่ส่งการวิเคราะห์ความเชื่อมั่นของ cryptocurrency ให้กับตัวแทน AI
diff --git a/README-zh.md b/README-zh.md
index 675e47b2..ccf1ba3b 100644
--- a/README-zh.md
+++ b/README-zh.md
@@ -367,7 +367,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
金融数据访问和加密货币市场信息。支持查询实时市场数据、加密货币价格和财务分析。
- [heurist-network/heurist-mesh-mcp-server](https://github.com/heurist-network/heurist-mesh-mcp-server) 🎖️ ⛅️ 🏠 🐍 - 通过Heurist Mesh网络访问专业化的web3 AI代理，用于区块链分析、智能合约安全审计、代币指标评估及链上交互。提供全面的DeFi分析工具、NFT估值及跨多链交易监控功能
-- [HLedger MCP](https://github.com/iiAtlas/hledger-mcp) 📇 🏠 🍎 🪟 - 在你的 LLM 中进行复式纯文本记账！这个 MCP 提供对本地 [HLedger](https://hledger.org/) 记账日记账的全面读取，以及（可选的）写入访问。
+- [@iiatlas/hledger-mcp](https://github.com/iiAtlas/hledger-mcp) 📇 🏠 🍎 🪟 - 在你的 LLM 中进行复式纯文本记账！这个 MCP 提供对本地 [HLedger](https://hledger.org/) 记账日记账的全面读取，以及（可选的）写入访问。
- [@base/base-mcp](https://github.com/base/base-mcp) 🎖️ 📇 ☁️ - 集成Base网络的链上工具，支持与Base网络及Coinbase API交互，实现钱包管理、资金转账、智能合约和DeFi操作
- [QuantGeekDev/coincap-mcp](https://github.com/QuantGeekDev/coincap-mcp) 📇 ☁️ - 使用 CoinCap 的公共 API 集成实时加密货币市场数据，无需 API 密钥即可访问加密货币价格和市场信息
- [anjor/coinmarket-mcp-server](https://github.com/anjor/coinmarket-mcp-server) 🐍 ☁️ - Coinmarket API 集成以获取加密货币列表和报价
diff --git a/README.md b/README.md
index f4015a76..d14bc1d7 100644
--- a/README.md
+++ b/README.md
@@ -661,8 +661,8 @@ Provides direct access to local file systems with configurable permissions. Enab
- [getalby/nwc-mcp-server](https://github.com/getalby/nwc-mcp-server) 📇 🏠 - Bitcoin Lightning wallet integration powered by Nostr Wallet Connect
- [glaksmono/finbud-data-mcp](https://github.com/glaksmono/finbud-data-mcp/tree/main/packages/mcp-server) 📇 ☁️ 🏠 - Access comprehensive, real-time financial data (stocks, options, crypto, forex) via developer-friendly, AI-native APIs offering unbeatable value.
- [heurist-network/heurist-mesh-mcp-server](https://github.com/heurist-network/heurist-mesh-mcp-server) 🎖️ ⛅️ 🏠 🐍 - Access specialized web3 AI agents for blockchain analysis, smart contract security auditing, token metrics evaluation, and on-chain interactions through the Heurist Mesh network. Provides comprehensive tools for DeFi analysis, NFT valuation, and transaction monitoring across multiple blockchains
-- [HLedger MCP](https://github.com/iiAtlas/hledger-mcp) 📇 🏠 🍎 🪟 - Double entry plain text accounting, right in your LLM! This MCP enables comprehensive read, and (optional) write access to your local [HLedger](https://hledger.org/) accounting journals.
- [HuggingAGI/mcp-baostock-server](https://github.com/HuggingAGI/mcp-baostock-server) 🐍 ☁️ - MCP server based on baostock, providing access and analysis capabilities for Chinese stock market data.
+- [@iiatlas/hledger-mcp](https://github.com/iiAtlas/hledger-mcp) 📇 🏠 🍎 🪟 - Double entry plain text accounting, right in your LLM! This MCP enables comprehensive read, and (optional) write access to your local [HLedger](https://hledger.org/) accounting journals.
- [intentos-labs/beeper-mcp](https://github.com/intentos-labs/beeper-mcp) 🐍 - Beeper provides transactions on BSC, including balance/token transfers, token swaps in Pancakeswap and beeper reward claims.
- [janswist/mcp-dexscreener](https://github.com/janswist/mcp-dexscreener) 📇 ☁️ - Real-time on-chain market prices using open and free Dexscreener API
- [kukapay/binance-alpha-mcp](https://github.com/kukapay/binance-alpha-mcp) 🐍 ☁️ - An MCP server for tracking Binance Alpha trades, helping AI agents optimize alpha point accumulation.
From ccf6e21f94ff6f5ae89a04b1a238b5abddacbaf3 Mon Sep 17 00:00:00 2001
From: kukapay
Date: Wed, 24 Sep 2025 17:35:25 +0800
Subject: [PATCH 196/504] Add crypto-funds-mcp
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 5e278afd..e1813eb2 100644
--- a/README.md
+++ b/README.md
@@ -684,6 +684,7 @@ Provides direct access to local file systems with configurable permissions. Enab
- [kukapay/chainlist-mcp](https://github.com/kukapay/chainlist-mcp) 📇 ☁️ - An MCP server that gives AI agents fast access to verified EVM chain information, including RPC URLs, chain IDs, explorers, and native tokens.
- [kukapay/cointelegraph-mcp](https://github.com/kukapay/cointelegraph-mcp) 🐍 ☁️ - Providing real-time access to the latest news from Cointelegraph.
- [kukapay/crypto-feargreed-mcp](https://github.com/kukapay/crypto-feargreed-mcp) 🐍 ☁️ - Providing real-time and historical Crypto Fear & Greed Index data.
+- [kukapay/crypto-funds-mcp](https://github.com/kukapay/crypto-funds-mcp) 🐍 ☁️ - Providing AI agents with structured, real-time data on cryptocurrency investment funds.
- [kukapay/crypto-indicators-mcp](https://github.com/kukapay/crypto-indicators-mcp) 🐍 ☁️ - An MCP server providing a range of cryptocurrency technical analysis indicators and strategie.
- [kukapay/crypto-liquidations-mcp](https://github.com/kukapay/crypto-liquidations-mcp) 🐍 ☁️ - Streams real-time cryptocurrency liquidation events from Binance.
- [kukapay/crypto-news-mcp](https://github.com/kukapay/crypto-news-mcp) 🐍 ☁️ - An MCP server that provides real-time cryptocurrency news sourced from NewsData for AI agents.
From b20c7b96a7f1d904c662ff21866d1f85f4256635 Mon Sep 17 00:00:00 2001
From: Cameron Rye
Date: Wed, 24 Sep 2025 16:48:40 -0400
Subject: [PATCH 197/504] feat: add ActivityPub MCP server to community servers
list
- Add cameronrye/activitypub-mcp to search & data extraction section
- Comprehensive MCP server for Fediverse interaction via ActivityPub protocol
- Features WebFinger discovery, timeline fetching, and instance exploration
- Cross-platform support (Windows, macOS, Linux) with TypeScript implementation
- Supports Mastodon, Pleroma, Misskey, and other ActivityPub servers
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index a2385922..1e6136d8 100644
--- a/README.md
+++ b/README.md
@@ -879,6 +879,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [ananddtyagi/webpage-screenshot-mcp](https://github.com/ananddtyagi/webpage-screenshot-mcp) 📇 🏠 - A MCP server for taking screenshots of webpages to use as feedback during UI developement.
- [andybrandt/mcp-simple-arxiv](https://github.com/andybrandt/mcp-simple-arxiv) - 🐍 ☁️ MCP for LLM to search and read papers from arXiv
- [andybrandt/mcp-simple-pubmed](https://github.com/andybrandt/mcp-simple-pubmed) - 🐍 ☁️ MCP to search and read medical / life sciences papers from PubMed.
+- [cameronrye/activitypub-mcp](https://github.com/cameronrye/activitypub-mcp) 📇 🏠 🐧 🍎 🪟 - A comprehensive MCP server that enables LLMs to explore and interact with the Fediverse through ActivityPub protocol. Features WebFinger discovery, timeline fetching, instance exploration, and cross-platform support for Mastodon, Pleroma, Misskey, and other ActivityPub servers.
- [angheljf/nyt](https://github.com/angheljf/nyt) 📇 ☁️ - Search articles using the NYTimes API
- [apify/mcp-server-rag-web-browser](https://github.com/apify/mcp-server-rag-web-browser) 📇 ☁️ - An MCP server for Apify's open-source RAG Web Browser Actor to perform web searches, scrape URLs, and return content in Markdown.
- [Bigsy/Clojars-MCP-Server](https://github.com/Bigsy/Clojars-MCP-Server) 📇 ☁️ - Clojars MCP Server for upto date dependency information of Clojure libraries
From 204871a5ac0c267fc5cc4977c7c7fb6ce889eb96 Mon Sep 17 00:00:00 2001
From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com>
Date: Wed, 24 Sep 2025 19:10:27 -0600
Subject: [PATCH 198/504] Update README-zh.md
---
README-zh.md | 126 +++++++++++++++++++++++++--------------------------
1 file changed, 63 insertions(+), 63 deletions(-)
diff --git a/README-zh.md b/README-zh.md
index ccf1ba3b..4febce3b 100644
--- a/README-zh.md
+++ b/README-zh.md
@@ -112,19 +112,19 @@
### 📂 浏览器自动化
Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和处理 Web 内容。
-- [@blackwhite084/playwright-plus-python-mcp](https://github.com/blackwhite084/playwright-plus-python-mcp) 🌐 - 使用 Playwright 进行浏览器自动化的 MCP 服务器，更适合llm
+- [blackwhite084/playwright-plus-python-mcp](https://github.com/blackwhite084/playwright-plus-python-mcp) 🌐 - 使用 Playwright 进行浏览器自动化的 MCP 服务器，更适合llm
* [eat-pray-ai/yutu](https://github.com/eat-pray-ai/yutu) 🏎️ 🏠 🍎 🐧 🪟 - 全功能 YouTube MCP 服务器和命令行工具，自动化 YouTube 运营
-- [@executeautomation/playwright-mcp-server](https://github.com/executeautomation/mcp-playwright) 🌐⚡️ - 使用 Playwright 进行浏览器自动化和网页抓取的 MCP 服务器
-- [@automatalabs/mcp-server-playwright](https://github.com/Automata-Labs-team/MCP-Server-Playwright) 🌐🖱️ - 使用 Playwright 实现浏览器自动化的 MCP 服务器
-- [@modelcontextprotocol/server-puppeteer](https://github.com/modelcontextprotocol/servers/tree/main/src/puppeteer) 📇 🏠 - 用于网页抓取和交互的浏览器自动化
-- [@kimtaeyoon83/mcp-server-youtube-transcript](https://github.com/kimtaeyoon83/mcp-server-youtube-transcript) 📇 ☁️ - 获取 YouTube 字幕和文字记录以供 AI 分析
-- [@recursechat/mcp-server-apple-shortcuts](https://github.com/recursechat/mcp-server-apple-shortcuts) 📇 🏠 🍎 - MCP 服务器与 Apple Shortcuts 的集成
-- [@fradser/mcp-server-apple-reminders](https://github.com/FradSer/mcp-server-apple-reminders) 📇 🏠 🍎 - macOS 上与 Apple Reminders 集成的 MCP 服务器
+- [executeautomation/playwright-mcp-server](https://github.com/executeautomation/mcp-playwright) 🌐⚡️ - 使用 Playwright 进行浏览器自动化和网页抓取的 MCP 服务器
+- [automatalabs/mcp-server-playwright](https://github.com/Automata-Labs-team/MCP-Server-Playwright) 🌐🖱️ - 使用 Playwright 实现浏览器自动化的 MCP 服务器
+- [modelcontextprotocol/server-puppeteer](https://github.com/modelcontextprotocol/servers/tree/main/src/puppeteer) 📇 🏠 - 用于网页抓取和交互的浏览器自动化
+- [kimtaeyoon83/mcp-server-youtube-transcript](https://github.com/kimtaeyoon83/mcp-server-youtube-transcript) 📇 ☁️ - 获取 YouTube 字幕和文字记录以供 AI 分析
+- [recursechat/mcp-server-apple-shortcuts](https://github.com/recursechat/mcp-server-apple-shortcuts) 📇 🏠 🍎 - MCP 服务器与 Apple Shortcuts 的集成
+- [fradser/mcp-server-apple-reminders](https://github.com/FradSer/mcp-server-apple-reminders) 📇 🏠 🍎 - macOS 上与 Apple Reminders 集成的 MCP 服务器
- [kimtth/mcp-aoai-web-browsing](https://github.com/kimtth/mcp-aoai-web-browsing) 🐍 🏠 - 使用 Azure OpenAI 和 Playwright 的“最小”服务器/客户端 MCP 实现。
-- [@pskill9/web-search](https://github.com/pskill9/web-search) 📇 🏠 - 一个支持使用 Google 搜索结果进行免费网页搜索的 MCP 服务器，无需 API 密钥
-- [@co-browser/browser-use-mcp-server](https://github.com/co-browser/browser-use-mcp-server) 🌐🔮 - browser-use是一个封装了SSE传输协议的MCP服务器。包含一个dockerfile用于在docker中运行chromium浏览器+VNC服务器。
-- [@34892002/bilibili-mcp-js](https://github.com/34892002/bilibili-mcp-js) 📇 🏠 - 一个支持搜索 B站 内容的 MCP 服务器。提供LangChain调用示例、测试脚本。
-- [@getrupt/ashra-mcp](https://github.com/getrupt/ashra-mcp) 📇 🏠 - 从任何网站提取结构化数据。只需输入提示即可获取JSON。
+- [pskill9/web-search](https://github.com/pskill9/web-search) 📇 🏠 - 一个支持使用 Google 搜索结果进行免费网页搜索的 MCP 服务器，无需 API 密钥
+- [co-browser/browser-use-mcp-server](https://github.com/co-browser/browser-use-mcp-server) 🌐🔮 - browser-use是一个封装了SSE传输协议的MCP服务器。包含一个dockerfile用于在docker中运行chromium浏览器+VNC服务器。
+- [34892002/bilibili-mcp-js](https://github.com/34892002/bilibili-mcp-js) 📇 🏠 - 一个支持搜索 B站 内容的 MCP 服务器。提供LangChain调用示例、测试脚本。
+- [getrupt/ashra-mcp](https://github.com/getrupt/ashra-mcp) 📇 🏠 - 从任何网站提取结构化数据。只需输入提示即可获取JSON。
### 🎨 艺术与文化
@@ -156,8 +156,8 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
- [alexei-led/aws-mcp-server](https://github.com/alexei-led/aws-mcp-server) 🐍 ☁️ - 一款轻量但功能强大的服务器，使AI助手能够在支持多架构的安全Docker环境中执行AWS CLI命令、使用Unix管道，并为常见AWS任务应用提示模板。
- [aliyun/alibaba-cloud-ops-mcp-server](https://github.com/aliyun/alibaba-cloud-ops-mcp-server) 🎖️ 🐍 ☁️ - 一款MCP服务器，使AI助手能够运维管理阿里云上的资源，支持ECS、云监控、OOS和其他各种广泛使用的云产品。
- [Kubernetes MCP Server](https://github.com/strowk/mcp-k8s-go) - 🏎️ ☁️ 通过 MCP 操作 Kubernetes 集群
-- [@flux159/mcp-server-kubernetes](https://github.com/Flux159/mcp-server-kubernetes) - 📇 ☁️/🏠 使用 Typescript 实现 Kubernetes 集群中针对 pod、部署、服务的操作。
-- [@manusa/Kubernetes MCP Server](https://github.com/manusa/kubernetes-mcp-server) - 🏎️ 🏠 一个功能强大的Kubernetes MCP服务器，额外支持OpenShift。除了为**任何**Kubernetes资源提供CRUD操作外，该服务器还提供专用工具与您的集群进行交互。
+- [flux159/mcp-server-kubernetes](https://github.com/Flux159/mcp-server-kubernetes) - 📇 ☁️/🏠 使用 Typescript 实现 Kubernetes 集群中针对 pod、部署、服务的操作。
+- [manusa/Kubernetes MCP Server](https://github.com/manusa/kubernetes-mcp-server) - 🏎️ 🏠 一个功能强大的Kubernetes MCP服务器，额外支持OpenShift。除了为**任何**Kubernetes资源提供CRUD操作外，该服务器还提供专用工具与您的集群进行交互。
- [wenhuwang/mcp-k8s-eye](https://github.com/wenhuwang/mcp-k8s-eye) 🏎️ ☁️/🏠 提供 Kubernetes 集群资源管理, 深度分析集群和应用的健康状态
- [johnneerdael/netskope-mcp](https://github.com/johnneerdael/netskope-mcp) 🔒 ☁️ - 提供对 Netskope Private Access 环境中所有组件的访问权限，包含详细的设置信息和 LLM 使用示例。
- [nwiizo/tfmcp](https://github.com/nwiizo/tfmcp) - 🦀 🏠 - 一个Terraform MCP服务器，允许AI助手管理和操作Terraform环境，实现读取配置、分析计划、应用配置以及管理Terraform状态的功能。
@@ -190,8 +190,8 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
- [zcaceres/gtasks-mcp](https://github.com/zcaceres/gtasks-mcp) - 📇 ☁️ - 用于管理 Google Tasks 的 MCP 服务器
- [hannesrudolph/imessage-query-fastmcp-mcp-server](https://github.com/hannesrudolph/imessage-query-fastmcp-mcp-server) 🐍 🏠 🍎 - MCP 服务器通过模型上下文协议 (MCP) 提供对 iMessage 数据库的安全访问，使 LLM 能够通过适当的电话号码验证和附件处理来查询和分析 iMessage 对话
-- [@modelcontextprotocol/server-slack](https://github.com/modelcontextprotocol/servers/tree/main/src/slack) 📇 ☁️ - 用于频道管理和消息传递的 Slack 工作区集成
-- [@keturiosakys/bluesky-context-server](https://github.com/keturiosakys/bluesky-context-server) 📇 ☁️ - Bluesky 实例集成，用于查询和交互
+- [modelcontextprotocol/server-slack](https://github.com/modelcontextprotocol/servers/tree/main/src/slack) 📇 ☁️ - 用于频道管理和消息传递的 Slack 工作区集成
+- [keturiosakys/bluesky-context-server](https://github.com/keturiosakys/bluesky-context-server) 📇 ☁️ - Bluesky 实例集成，用于查询和交互
- [MarkusPfundstein/mcp-gsuite](https://github.com/MarkusPfundstein/mcp-gsuite) - 🐍 ☁️ - 与 Gmail 和 Google 日历集成。
- [adhikasp/mcp-twikit](https://github.com/adhikasp/mcp-twikit) 🐍 ☁️ - 与 Twitter 搜索和时间线进行交互
- [gotoolkits/wecombot](https://github.com/gotoolkits/mcp-wecombot-server.git) - 🚀 ☁️ - MCP服务器 Tools 应用程序，用于向企业微信群机器人发送各种类型的消息。
@@ -215,8 +215,8 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
- [sergehuber/inoyu-mcp-unomi-server](https://github.com/sergehuber/inoyu-mcp-unomi-server) 📇 ☁️ - MCP 服务器用于访问和更新 Apache Unomi CDP 服务器上的配置文件。
- [OpenDataMCP/OpenDataMCP](https://github.com/OpenDataMCP/OpenDataMCP) 🐍☁️ - 使用模型上下文协议将任何开放数据连接到任何 LLM。
- [tinybirdco/mcp-tinybird](https://github.com/tinybirdco/mcp-tinybird) 🐍☁️ - MCP 服务器可从任何 MCP 客户端与 Tinybird Workspace 进行交互。
-- [@iaptic/mcp-server-iaptic](https://github.com/iaptic/mcp-server-iaptic) 🎖️ 📇 ☁️ - 连接 [iaptic](https://www.iaptic.com) 平台，让您轻松查询客户购买记录、交易数据以及应用营收统计信息。
-- [@antv/mcp-server-chart](https://github.com/antvis/mcp-server-chart) 🎖️ 📇 ☁️ - 一个基于 [AntV](https://github.com/antvis) 生成数据可视化图表的 MCP Server 插件。
+- [iaptic/mcp-server-iaptic](https://github.com/iaptic/mcp-server-iaptic) 🎖️ 📇 ☁️ - 连接 [iaptic](https://www.iaptic.com) 平台，让您轻松查询客户购买记录、交易数据以及应用营收统计信息。
+- [antv/mcp-server-chart](https://github.com/antvis/mcp-server-chart) 🎖️ 📇 ☁️ - 一个基于 [AntV](https://github.com/antvis) 生成数据可视化图表的 MCP Server 插件。
- [hustcc/mcp-echarts](https://github.com/hustcc/mcp-echarts) 📇 🏠 - AI 动态生成 [Apache ECharts](https://echarts.apache.org) 语法的可视化图表 MCP。
- [hustcc/mcp-mermaid](https://github.com/hustcc/mcp-mermaid) 📇 🏠 - AI 动态生成 [Mermaid](https://mermaid.js.org/) 语法的可视化图表 MCP。
@@ -235,16 +235,16 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
- [ergut/mcp-bigquery-server](https://github.com/ergut/mcp-bigquery-server) 📇 ☁️ - Google BigQuery 集成的服务器实现，可实现直接 BigQuery 数据库访问和查询功能
- [ClickHouse/mcp-clickhouse](https://github.com/ClickHouse/mcp-clickhouse) 🐍 ☁️ - 集成 Apache Kafka 和 Timeplus。可以获取Kafka中的最新数据，并通过 Timeplus 来 SQL 查询。
- [get-convex/convex-backend](https://stack.convex.dev/convex-mcp-server) 📇 ☁️ - 集成 Convex 数据库，用于查看表结构、函数及执行一次性查询([Source](https://github.com/get-convex/convex-backend/blob/main/npm-packages/convex/src/cli/mcp.ts))
-- [@gannonh/firebase-mcp](https://github.com/gannonh/firebase-mcp) 🔥 ⛅️ - 包括认证、Firestore和存储在内的Firebase服务。
+- [gannonh/firebase-mcp](https://github.com/gannonh/firebase-mcp) 🔥 ⛅️ - 包括认证、Firestore和存储在内的Firebase服务。
- [jovezhong/mcp-timeplus](https://github.com/jovezhong/mcp-timeplus) 🐍 ☁️ - 用于Apache Kafka和Timeplus的MCP服务器。能够列出Kafka主题、轮询Kafka消息、将Kafka数据本地保存，并通过Timeplus使用SQL查询流数据。
-- [@fireproof-storage/mcp-database-server](https://github.com/fireproof-storage/mcp-database-server) 📇 ☁️ - Fireproof 分布式账本数据库，支持多用户数据同步
+- [fireproof-storage/mcp-database-server](https://github.com/fireproof-storage/mcp-database-server) 📇 ☁️ - Fireproof 分布式账本数据库，支持多用户数据同步
- [designcomputer/mysql_mcp_server](https://github.com/designcomputer/mysql_mcp_server) 🐍 🏠 - MySQL 数据库集成可配置的访问控制、模式检查和全面的安全指南
- [wenb1n-dev/mysql_mcp_server_pro](https://github.com/wenb1n-dev/mysql_mcp_server_pro) 🐍 🏠 - 支持SSE，STDIO；不仅止于mysql的增删改查功能；还包含了数据库异常分析能力；根据角色控制数据库权限；且便于开发者们进行个性化的工具扩展
- [f4ww4z/mcp-mysql-server](https://github.com/f4ww4z/mcp-mysql-server) 📇 🏠 - 基于 Node.js 的 MySQL 数据库集成，提供安全的 MySQL 数据库操作
- [FreePeak/db-mcp-server](https://github.com/FreePeak/db-mcp-server) 🏎️ 🏠 – 一款基于Golang构建的高性能多数据库MCP服务器，支持MySQL和PostgreSQL（即将支持NoSQL）。内置查询执行、事务管理、模式探索、查询构建以及性能分析工具，与Cursor无缝集成优化数据库工作流程。
-- [@modelcontextprotocol/server-postgres](https://github.com/modelcontextprotocol/servers/tree/main/src/postgres) 📇 🏠 - PostgreSQL 数据库集成了模式检查和查询功能
-- [@modelcontextprotocol/server-sqlite](https://github.com/modelcontextprotocol/servers/tree/main/src/sqlite) 🐍 🏠 - 具有内置分析功能的 SQLite 数据库操作
-- [@joshuarileydev/supabase-mcp-server](https://github.com/joshuarileydev/supabase) - Supabase MCP 服务器用于管理和创建 Supabase 中的项目和组织
+- [modelcontextprotocol/server-postgres](https://github.com/modelcontextprotocol/servers/tree/main/src/postgres) 📇 🏠 - PostgreSQL 数据库集成了模式检查和查询功能
+- [modelcontextprotocol/server-sqlite](https://github.com/modelcontextprotocol/servers/tree/main/src/sqlite) 🐍 🏠 - 具有内置分析功能的 SQLite 数据库操作
+- [joshuarileydev/supabase-mcp-server](https://github.com/joshuarileydev/supabase) - Supabase MCP 服务器用于管理和创建 Supabase 中的项目和组织
- [ktanaka101/mcp-server-duckdb](https://github.com/ktanaka101/mcp-server-duckdb) 🐍 🏠 - DuckDB 数据库集成了模式检查和查询功能
- [Dataring-engineering/mcp-server-trino](https://github.com/Dataring-engineering/mcp-server-trino) 🐍 ☁️ - 用于查询和访问Trino集群数据的Trino MCP服务器。
- [tuannvm/mcp-trino](https://github.com/tuannvm/mcp-trino) 🏎️ ☁️ - 用于 Trino 的 Model Context Protocol (MCP) 服务器的 Go 实现.
@@ -298,22 +298,22 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
- [endorhq/cli](https://github.com/endorhq/cli) 📇 ☁️ 🏠 🪟 🐧 🍎 - Endor 让您的 AI 代理在隔离沙盒中运行 MariaDB、Postgres、Redis、Memcached、Alpine 或 Valkey 等服务。获取预配置的应用程序，启动时间不到 5 秒.
- [jetbrains/mcpProxy](https://github.com/JetBrains/mcpProxy) 🎖️ 📇 🏠 - 连接到 JetBrains IDE
- [tumf/mcp-text-editor](https://github.com/tumf/mcp-text-editor) 🐍 🏠 - 面向行的文本文件编辑器。针对 LLM 工具进行了优化，具有高效的部分文件访问功能，可最大限度地减少令牌使用量。
-- [@joshuarileydev/simulator-mcp-server](https://github.com/JoshuaRileyDev/simulator-mcp-server) 📇 🏠 - 用于控制 iOS 模拟器的 MCP 服务器
-- [@joshuarileydev/app-store-connect-mcp-server](https://github.com/JoshuaRileyDev/app-store-connect-mcp-server) 📇 🏠 - 一个 MCP 服务器，用于与 iOS 开发者的 App Store Connect API 进行通信
-- [@sammcj/mcp-package-version](https://github.com/sammcj/mcp-package-version) 📇 🏠 - MCP 服务器可帮助 LLM 在编写代码时建议最新的稳定软件包版本。
+- [joshuarileydev/simulator-mcp-server](https://github.com/JoshuaRileyDev/simulator-mcp-server) 📇 🏠 - 用于控制 iOS 模拟器的 MCP 服务器
+- [joshuarileydev/app-store-connect-mcp-server](https://github.com/JoshuaRileyDev/app-store-connect-mcp-server) 📇 🏠 - 一个 MCP 服务器，用于与 iOS 开发者的 App Store Connect API 进行通信
+- [sammcj/mcp-package-version](https://github.com/sammcj/mcp-package-version) 📇 🏠 - MCP 服务器可帮助 LLM 在编写代码时建议最新的稳定软件包版本。
- [davidan90/time-node-mcp](https://github.com/davidan90/time-node-mcp) 📇 🏠 - 支持时区的日期和时间操作，支持 IANA 时区、时区转换和夏令时处理。
- [delano/postman-mcp-server](https://github.com/delano/postman-mcp-server) 📇 ☁️ - 与 [Postman API](https://www.postman.com/postman/postman-public-workspace/) 进行交互
- [vivekVells/mcp-pandoc](https://github.com/vivekVells/mcp-pandoc) 🗄️ 🚀 - 基于 Pandoc 的 MCP 服务器，支持 Markdown、HTML、PDF、DOCX（.docx）、csv 等格式之间的无缝转换
- [pskill9/website-downloader](https://github.com/pskill9/website-downloader) 🗄️ 🚀 - 这个 MCP 服务器提供了使用 wget 下载完整网站的工具，可保留网站结构并转换链接以支持本地访问
- [yiwenlu66/PiloTY](https://github.com/yiwenlu66/PiloTY) 🐍 🏠 - 用于PTY操作的AI助手，使智能体能够通过有状态会话、SSH连接和后台进程管理来控制交互式终端
-- [@lamemind/mcp-server-multiverse](https://github.com/lamemind/mcp-server-multiverse) 📇 🏠 🛠️ - 一种中间件服务器，允许多个相同MCP服务器的隔离实例以独立的命名空间和配置共存。
+- [lamemind/mcp-server-multiverse](https://github.com/lamemind/mcp-server-multiverse) 📇 🏠 🛠️ - 一种中间件服务器，允许多个相同MCP服务器的隔离实例以独立的命名空间和配置共存。
- [j4c0bs/mcp-server-sql-analyzer](https://github.com/j4c0bs/mcp-server-sql-analyzer) 🐍 - 基于 [SQLGlot](https://github.com/tobymao/sqlglot) 的 MCP 服务器，提供 SQL 分析、代码检查和方言转换功能
-- [@haris-musa/excel-mcp-server](https://github.com/haris-musa/excel-mcp-server) 🐍 🏠 - 一个Excel操作服务器，提供工作簿创建、数据操作、格式设置及高级功能（图表、数据透视表、公式）。
+- [haris-musa/excel-mcp-server](https://github.com/haris-musa/excel-mcp-server) 🐍 🏠 - 一个Excel操作服务器，提供工作簿创建、数据操作、格式设置及高级功能（图表、数据透视表、公式）。
- [xcodebuild](https://github.com/ShenghaiWang/xcodebuild) 🍎 构建iOS Xcode工作区/项目并将错误反馈给LLM。
-- [@jasonjmcghee/claude-debugs-for-you](https://github.com/jasonjmcghee/claude-debugs-for-you) 📇 🏠 - 一个MCP服务器及VS Code扩展，支持通过断点和表达式评估实现（语言无关的）自动调试。
-- [@Jktfe/serveMyAPI](https://github.com/Jktfe/serveMyAPI) 📇 🏠 🍎 - 一个个人MCP（模型上下文协议）服务器，用于通过macOS钥匙串安全存储和跨项目访问API密钥。
-- [@xzq.xu/jvm-mcp-server](https://github.com/xzq-xu/jvm-mcp-server) 📇 🏠 - 一个基于JVM的MCP（模型上下文协议）服务器的实现项目。
-- [@yangkyeongmo@/mcp-server-apache-airflow](https://github.com/yangkyeongmo/mcp-server-apache-airflow) 🐍 🏠 - 使用官方客户端连接至[Apache Airflow](https://airflow.apache.org/)的MCP服务器。
+- [jasonjmcghee/claude-debugs-for-you](https://github.com/jasonjmcghee/claude-debugs-for-you) 📇 🏠 - 一个MCP服务器及VS Code扩展，支持通过断点和表达式评估实现（语言无关的）自动调试。
+- [Jktfe/serveMyAPI](https://github.com/Jktfe/serveMyAPI) 📇 🏠 🍎 - 一个个人MCP（模型上下文协议）服务器，用于通过macOS钥匙串安全存储和跨项目访问API密钥。
+- [xzq.xu/jvm-mcp-server](https://github.com/xzq-xu/jvm-mcp-server) 📇 🏠 - 一个基于JVM的MCP（模型上下文协议）服务器的实现项目。
+- [yangkyeongmo@/mcp-server-apache-airflow](https://github.com/yangkyeongmo/mcp-server-apache-airflow) 🐍 🏠 - 使用官方客户端连接至[Apache Airflow](https://airflow.apache.org/)的MCP服务器。
- [hyperb1iss/droidmind](https://github.com/hyperb1iss/droidmind) 🐍 🏠 - 通过MCP利用AI控制安卓设备，实现设备操控、调试、系统分析及UI自动化，并配备全面的安全框架。
- [XixianLiang/HarmonyOS-mcp-server](https://github.com/XixianLiang/HarmonyOS-mcp-server) 🐍 🏠 - 通过MCP利用AI控制鸿蒙(next)设备，实现设备操控及UI自动化
- [Rootly-AI-Labs/Rootly-MCP-server](https://github.com/Rootly-AI-Labs/Rootly-MCP-server) 🎖️🐍☁️🍎 - 用于事件管理平台 Rootly](https://rootly.com/) 的 MCP 服务器
@@ -342,17 +342,17 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
旨在简化数据探索、分析和增强数据科学工作流程的集成和工具。
-- [@reading-plus-ai/mcp-server-data-exploration](https://github.com/reading-plus-ai/mcp-server-data-exploration) 🐍 ☁️ - 支持对基于 .csv 的数据集进行自主数据探索，以最小的成本提供智能见解。
+- [reading-plus-ai/mcp-server-data-exploration](https://github.com/reading-plus-ai/mcp-server-data-exploration) 🐍 ☁️ - 支持对基于 .csv 的数据集进行自主数据探索，以最小的成本提供智能见解。
- [zcaceres/markdownify-mcp](https://github.com/zcaceres/markdownify-mcp) 📇 🏠 - 一个 MCP 服务器，可将几乎任何文件或网络内容转换为 Markdown
-- [@reading-plus-ai/mcp-server-data-exploration](https://github.com/reading-plus-ai/mcp-server-data-exploration) 🐍 ☁️ - 实现基于.csv数据集的自动数据探索，提供最少工作量的智能化洞察。
+- [reading-plus-ai/mcp-server-data-exploration](https://github.com/reading-plus-ai/mcp-server-data-exploration) 🐍 ☁️ - 实现基于.csv数据集的自动数据探索，提供最少工作量的智能化洞察。
- [DataEval/dingo](https://github.com/DataEval/dingo) 🎖️ 🐍 🏠 🍎 🪟 🐧 - Dingo 的 MCP 服务端。Dingo是一款全面的数据质量评估工具。支持与 Dingo 基于规则和 LLM 的评估功能进行交互以及列出可用规则和提示词。
### 📂 文件系统
提供对本地文件系统的直接访问，并具有可配置的权限。使 AI 模型能够读取、写入和管理指定目录中的文件。
-- [@modelcontextprotocol/server-filesystem](https://github.com/modelcontextprotocol/servers/tree/main/src/filesystem) 📇 🏠 - 直接访问本地文件系统。
-- [@modelcontextprotocol/server-google-drive](https://github.com/modelcontextprotocol/servers/tree/main/src/gdrive) 📇 ☁️ - Google Drive 集成，用于列出、阅读和搜索文件
+- [modelcontextprotocol/server-filesystem](https://github.com/modelcontextprotocol/servers/tree/main/src/filesystem) 📇 🏠 - 直接访问本地文件系统。
+- [modelcontextprotocol/server-google-drive](https://github.com/modelcontextprotocol/servers/tree/main/src/gdrive) 📇 ☁️ - Google Drive 集成，用于列出、阅读和搜索文件
- [8b-is/smart-tree](https://github.com/8b-is/smart-tree) 🦀 🏠 🍎 🪟 🐧 - AI 原生目录可视化，具有语义分析、AI 消费的超压缩格式和 10 倍令牌减少。支持具有智能文件分类的量子语义模式。
- [hmk/box-mcp-server](https://github.com/hmk/box-mcp-server) 📇 ☁️ - Box 集成，支持文件列表、阅读和搜索功能
- [mark3labs/mcp-filesystem-server](https://github.com/mark3labs/mcp-filesystem-server) 🏎️ 🏠 - 用于本地文件系统访问的 Golang 实现。
@@ -367,8 +367,8 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
金融数据访问和加密货币市场信息。支持查询实时市场数据、加密货币价格和财务分析。
- [heurist-network/heurist-mesh-mcp-server](https://github.com/heurist-network/heurist-mesh-mcp-server) 🎖️ ⛅️ 🏠 🐍 - 通过Heurist Mesh网络访问专业化的web3 AI代理，用于区块链分析、智能合约安全审计、代币指标评估及链上交互。提供全面的DeFi分析工具、NFT估值及跨多链交易监控功能
-- [@iiatlas/hledger-mcp](https://github.com/iiAtlas/hledger-mcp) 📇 🏠 🍎 🪟 - 在你的 LLM 中进行复式纯文本记账！这个 MCP 提供对本地 [HLedger](https://hledger.org/) 记账日记账的全面读取，以及（可选的）写入访问。
-- [@base/base-mcp](https://github.com/base/base-mcp) 🎖️ 📇 ☁️ - 集成Base网络的链上工具，支持与Base网络及Coinbase API交互，实现钱包管理、资金转账、智能合约和DeFi操作
+- [iiatlas/hledger-mcp](https://github.com/iiAtlas/hledger-mcp) 📇 🏠 🍎 🪟 - 在你的 LLM 中进行复式纯文本记账！这个 MCP 提供对本地 [HLedger](https://hledger.org/) 记账日记账的全面读取，以及（可选的）写入访问。
+- [base/base-mcp](https://github.com/base/base-mcp) 🎖️ 📇 ☁️ - 集成Base网络的链上工具，支持与Base网络及Coinbase API交互，实现钱包管理、资金转账、智能合约和DeFi操作
- [QuantGeekDev/coincap-mcp](https://github.com/QuantGeekDev/coincap-mcp) 📇 ☁️ - 使用 CoinCap 的公共 API 集成实时加密货币市场数据，无需 API 密钥即可访问加密货币价格和市场信息
- [anjor/coinmarket-mcp-server](https://github.com/anjor/coinmarket-mcp-server) 🐍 ☁️ - Coinmarket API 集成以获取加密货币列表和报价
- [berlinbra/alpha-vantage-mcp](https://github.com/berlinbra/alpha-vantage-mcp) 🐍 ☁️ - Alpha Vantage API 集成，用于获取股票和加密货币信息
@@ -407,17 +407,17 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
使用知识图谱结构的持久内存存储。使 AI 模型能够跨会话维护和查询结构化信息。
- [jinzcdev/markmap-mcp-server](https://github.com/jinzcdev/markmap-mcp-server) 📇 🏠 - 基于 [markmap](https://github.com/markmap/markmap) 构建的 MCP 服务器，可将 **Markdown** 转换为交互式的 **思维导图**。支持多格式导出（PNG/JPG/SVG）、浏览器在线预览、一键复制 Markdown 和动态可视化功能。
-- [@modelcontextprotocol/server-memory](https://github.com/modelcontextprotocol/servers/tree/main/src/memory) 📇 🏠 - 基于知识图谱的长期记忆系统用于维护上下文
+- [modelcontextprotocol/server-memory](https://github.com/modelcontextprotocol/servers/tree/main/src/memory) 📇 🏠 - 基于知识图谱的长期记忆系统用于维护上下文
- [/CheMiguel23/MemoryMesh](https://github.com/CheMiguel23/MemoryMesh) 📇 🏠 - 增强基于图形的记忆，重点关注 AI 角色扮演和故事生成
- [/topoteretes/cognee](https://github.com/topoteretes/cognee/tree/dev/cognee-mcp) 📇 🏠 - AI应用程序和Agent的内存管理器使用各种图存储和向量存储，并允许从 30 多个数据源提取数据
-- [@hannesrudolph/mcp-ragdocs](https://github.com/hannesrudolph/mcp-ragdocs) 🐍 🏠 - MCP 服务器实现提供了通过矢量搜索检索和处理文档的工具，使 AI 助手能够利用相关文档上下文来增强其响应能力
-- [@kaliaboi/mcp-zotero](https://github.com/kaliaboi/mcp-zotero) 📇 ☁️ - 为 LLM 提供的连接器，用于操作 Zotero Cloud 上的文献集合和资源
+- [hannesrudolph/mcp-ragdocs](https://github.com/hannesrudolph/mcp-ragdocs) 🐍 🏠 - MCP 服务器实现提供了通过矢量搜索检索和处理文档的工具，使 AI 助手能够利用相关文档上下文来增强其响应能力
+- [kaliaboi/mcp-zotero](https://github.com/kaliaboi/mcp-zotero) 📇 ☁️ - 为 LLM 提供的连接器，用于操作 Zotero Cloud 上的文献集合和资源
- [mcp-summarizer](https://github.com/0xshellming/mcp-summarizer) 📕 ☁️ - AI摘要生成MCP服务器，支持多种内容类型：纯文本、网页、PDF文档、EPUB电子书、HTML内容
- [apecloud/ApeRAG](https://github.com/apecloud/ApeRAG) 🐍 ☁️ 🏠 - 生产级RAG平台，结合Graph RAG、向量搜索和全文搜索。构建知识图谱和上下文工程的最佳选择
- [graphlit-mcp-server](https://github.com/graphlit/graphlit-mcp-server) 📇 ☁️ - 将来自Slack、Discord、网站、Google Drive、Linear或GitHub的任何内容摄取到Graphlit项目中，然后在诸如Cursor、Windsurf或Cline等MCP客户端中搜索并检索相关知识。
-- [@mem0ai/mem0-mcp](https://github.com/mem0ai/mem0-mcp) 🐍 🏠 - 用于 Mem0 的模型上下文协议服务器，帮助管理编码偏好和模式，提供工具用于存储、检索和语义处理代码实现、最佳实践和技术文档，适用于 Cursor 和 Windsurf 等 IDE
-- [@ragieai/mcp-server](https://github.com/ragieai/ragie-mcp-server) 📇 ☁️ - 从您的 [Ragie](https://www.ragie.ai) (RAG) 知识库中检索上下文，该知识库连接到 Google Drive、Notion、JIRA 等多种集成。
-- [@upstash/context7](https://github.com/upstash/context7) 📇 ☁️ - 最新的LLM和AI代码编辑器的代码文档。
+- [mem0ai/mem0-mcp](https://github.com/mem0ai/mem0-mcp) 🐍 🏠 - 用于 Mem0 的模型上下文协议服务器，帮助管理编码偏好和模式，提供工具用于存储、检索和语义处理代码实现、最佳实践和技术文档，适用于 Cursor 和 Windsurf 等 IDE
+- [ragieai/mcp-server](https://github.com/ragieai/ragie-mcp-server) 📇 ☁️ - 从您的 [Ragie](https://www.ragie.ai) (RAG) 知识库中检索上下文，该知识库连接到 Google Drive、Notion、JIRA 等多种集成。
+- [upstash/context7](https://github.com/upstash/context7) 📇 ☁️ - 最新的LLM和AI代码编辑器的代码文档。
- [JamesANZ/memory-mcp](https://github.com/JamesANZ/memory-mcp) 📇 🏠 - 一个MCP服务器，使用MongoDB存储和检索来自多个LLM的记忆。提供保存、检索、添加和清除带有时间戳和LLM识别的对话记忆的工具。
- [JamesANZ/cross-llm-mcp](https://github.com/JamesANZ/cross-llm-mcp) 📇 🏠 - 一个MCP服务器，实现跨LLM通信和记忆共享，使不同的AI模型能够在对话间协作和共享上下文。
@@ -425,10 +425,10 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
地理和基于位置的服务集成。支持访问地图数据、方向和位置信息。
-- [@modelcontextprotocol/server-google-maps](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/google-maps) 📇 ☁️ - Google 地图集成，提供位置服务、路线规划和地点详细信息
+- [modelcontextprotocol/server-google-maps](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/google-maps) 📇 ☁️ - Google 地图集成，提供位置服务、路线规划和地点详细信息
- [SecretiveShell/MCP-timeserver](https://github.com/SecretiveShell/MCP-timeserver) 🐍 🏠 - 访问任意时区的时间并获取当前本地时间
- [webcoderz/MCP-Geo](https://github.com/webcoderz/MCP-Geo) 🐍 🏠 - 支持 nominatim、ArcGIS、Bing 的地理编码 MCP 服务器
-- [@briandconnelly/mcp-server-ipinfo](https://github.com/briandconnelly/mcp-server-ipinfo) 🐍 ☁️ - 使用 IPInfo API 获取 IP 地址的地理位置和网络信息
+- [briandconnelly/mcp-server-ipinfo](https://github.com/briandconnelly/mcp-server-ipinfo) 🐍 ☁️ - 使用 IPInfo API 获取 IP 地址的地理位置和网络信息
- [QGIS MCP](https://github.com/jjsantos01/qgis_mcp) - 通过MCP将QGIS桌面端与Claude AI连接。该集成支持提示辅助的项目创建、图层加载、代码执行等功能。
- [kukapay/nearby-search-mcp](https://github.com/kukapay/nearby-search-mcp) 🐍 ☁️ - 一个基于IP定位检测的附近地点搜索MCP服务器。
@@ -442,8 +442,8 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
访问和分析应用程序监控数据。使 AI 模型能够审查错误报告和性能指标。
-- [@modelcontextprotocol/server-sentry](https://github.com/modelcontextprotocol/servers/tree/main/src/sentry) 🐍 ☁️ - Sentry.io 集成用于错误跟踪和性能监控
-- [@MindscapeHQ/server-raygun](https://github.com/MindscapeHQ/mcp-server-raygun) 📇 ☁️ - Raygun API V3 集成用于崩溃报告和真实用户监控
+- [modelcontextprotocol/server-sentry](https://github.com/modelcontextprotocol/servers/tree/main/src/sentry) 🐍 ☁️ - Sentry.io 集成用于错误跟踪和性能监控
+- [MindscapeHQ/server-raygun](https://github.com/MindscapeHQ/mcp-server-raygun) 📇 ☁️ - Raygun API V3 集成用于崩溃报告和真实用户监控
- [metoro-io/metoro-mcp-server](https://github.com/metoro-io/metoro-mcp-server) 🎖️ 🏎️ ☁️ - 查询并与 Metoro 监控的 kubernetes 环境交互
- [grafana/mcp-grafana](https://github.com/grafana/mcp-grafana) 🎖️ 🐍 🏠 ☁️ - 在 Grafana 实例中搜索仪表盘、调查事件并查询数据源
- [tumf/grafana-loki-mcp](https://github.com/tumf/grafana-loki-mcp) 🐍 🏠 - 一个 MCP 服务器，允许通过 Grafana API 查询 Loki 日志。
@@ -456,11 +456,11 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
### 🔎 搜索
- [scrapeless-ai/scrapeless-mcp-server](https://github.com/scrapeless-ai/scrapeless-mcp-server) 🐍 ☁️ - Scrapeless模型上下文协议服务作为MCP服务器连接器，连接到Google SERP API，使得在MCP生态系统内无需离开即可进行网页搜索。
-- [@modelcontextprotocol/server-brave-search](https://github.com/modelcontextprotocol/servers/tree/main/src/brave-search) 📇 ☁️ - 使用 Brave 的搜索 API 实现网页搜索功能
+- [modelcontextprotocol/server-brave-search](https://github.com/modelcontextprotocol/servers/tree/main/src/brave-search) 📇 ☁️ - 使用 Brave 的搜索 API 实现网页搜索功能
- [DappierAI/dappier-mcp](https://github.com/DappierAI/dappier-mcp) 🐍 ☁️ - Dappier 的 MCP 服务器可让 AI 代理快速、免费地进行实时网页搜索，并访问来自可靠媒体品牌的新闻、金融市场、体育、娱乐、天气等优质数据。
- [Dumpling-AI/mcp-server-dumplingai](https://github.com/Dumpling-AI/mcp-server-dumplingai) 🎖️ 📇 ☁️ - 通过 [Dumpling AI](https://www.dumplingai.com/) 提供的数据访问、网页抓取与文档转换 API
-- [@angheljf/nyt](https://github.com/angheljf/nyt) 📇 ☁️ - 使用 NYTimes API 搜索文章
-- [@modelcontextprotocol/server-fetch](https://github.com/modelcontextprotocol/servers/tree/main/src/fetch) 🐍 🏠 ☁️ - 高效获取和处理网页内容，供 AI 使用
+- [angheljf/nyt](https://github.com/angheljf/nyt) 📇 ☁️ - 使用 NYTimes API 搜索文章
+- [modelcontextprotocol/server-fetch](https://github.com/modelcontextprotocol/servers/tree/main/src/fetch) 🐍 🏠 ☁️ - 高效获取和处理网页内容，供 AI 使用
- [ac3xx/mcp-servers-kagi](https://github.com/ac3xx/mcp-servers-kagi) 📇 ☁️ - Kagi 搜索 API 集成
- [exa-labs/exa-mcp-server](https://github.com/exa-labs/exa-mcp-server) 🎖️ 📇 ☁️ – 模型上下文协议 (MCP) 服务器让 Claude 等 AI 助手可以使用 Exa AI Search API 进行网络搜索。此设置允许 AI 模型以安全且可控的方式获取实时网络信息。
- [fatwang2/search1api-mcp](https://github.com/fatwang2/search1api-mcp) 📇 ☁️ - 通过 search1api 搜索（需要付费 API 密钥）
@@ -541,9 +541,9 @@ AI助手可以通过翻译工具和服务在不同语言之间翻译内容。
与 Git 存储库和版本控制平台交互。通过标准化 API 实现存储库管理、代码分析、拉取请求处理、问题跟踪和其他版本控制操作。
-- [@modelcontextprotocol/server-github](https://github.com/modelcontextprotocol/servers/tree/main/src/github) 📇 ☁️ - GitHub API集成用于仓库管理、PR、问题等
-- [@modelcontextprotocol/server-gitlab](https://github.com/modelcontextprotocol/servers/tree/main/src/gitlab) 📇 ☁️ 🏠 - GitLab平台集成用于项目管理和CI/CD操作
-- [@modelcontextprotocol/server-git](https://github.com/modelcontextprotocol/servers/tree/main/src/git) 🐍 🏠 - 直接的Git仓库操作，包括读取、搜索和分析本地仓库
+- [modelcontextprotocol/server-github](https://github.com/modelcontextprotocol/servers/tree/main/src/github) 📇 ☁️ - GitHub API集成用于仓库管理、PR、问题等
+- [modelcontextprotocol/server-gitlab](https://github.com/modelcontextprotocol/servers/tree/main/src/gitlab) 📇 ☁️ 🏠 - GitLab平台集成用于项目管理和CI/CD操作
+- [modelcontextprotocol/server-git](https://github.com/modelcontextprotocol/servers/tree/main/src/git) 🐍 🏠 - 直接的Git仓库操作，包括读取、搜索和分析本地仓库
- [Tiberriver256/mcp-server-azure-devops](https://github.com/Tiberriver256/mcp-server-azure-devops) 📇 ☁️ - Azure DevOps 集成，用于管理存储库、工作项目和管道
- [adhikasp/mcp-git-ingest](https://github.com/adhikasp/mcp-git-ingest) 🐍 🏠 - 使用 LLM 阅读和分析 GitHub 存储库
- [kopfrechner/gitlab-mr-mcp](https://github.com/kopfrechner/gitlab-mr-mcp) 📇 ☁️ - 与 GitLab 项目问题和合并请求无缝互动。
@@ -559,7 +559,7 @@ AI助手可以通过翻译工具和服务在不同语言之间翻译内容。
- [mzxrai/mcp-openai](https://github.com/mzxrai/mcp-openai) 📇 ☁️ - 与 OpenAI 最智能的模型聊天
- [mrjoshuak/godoc-mcp](https://github.com/mrjoshuak/godoc-mcp) 🏎️ 🏠 - 高效的 Go 文档服务器，让 AI 助手可以智能访问包文档和类型，而无需阅读整个源文件
- [pierrebrunelle/mcp-server-openai](https://github.com/pierrebrunelle/mcp-server-openai) 🐍 ☁️ - 直接从Claude查询OpenAI模型，使用MCP协议
-- [@modelcontextprotocol/server-everything](https://github.com/modelcontextprotocol/servers/tree/main/src/everything) 📇 🏠 - MCP服务器，涵盖MCP协议的所有功能
+- [modelcontextprotocol/server-everything](https://github.com/modelcontextprotocol/servers/tree/main/src/everything) 📇 🏠 - MCP服务器，涵盖MCP协议的所有功能
- [MarkusPfundstein/mcp-obsidian](https://github.com/MarkusPfundstein/mcp-obsidian) 🐍 ☁️ 🏠 - 通过REST API与Obsidian交互
- [calclavia/mcp-obsidian](https://github.com/calclavia/mcp-obsidian) 📇 🏠 - 这是一个连接器，允许Claude Desktop（或任何MCP兼容应用程序）读取和搜索包含Markdown笔记的目录（如Obsidian库）。
- [anaisbetts/mcp-youtube](https://github.com/anaisbetts/mcp-youtube) 📇 ☁️ - 获取YouTube字幕
@@ -571,7 +571,7 @@ AI助手可以通过翻译工具和服务在不同语言之间翻译内容。
- [suekou/mcp-notion-server](https://github.com/suekou/mcp-notion-server) 📇 🏠 - 与Notion API交互
- [amidabuddha/unichat-mcp-server](https://github.com/amidabuddha/unichat-mcp-server) 🐍/📇 ☁️ - 使用MCP协议通过工具或预定义的提示发送请求给OpenAI、MistralAI、Anthropic、xAI或Google AI。需要供应商API密钥
- [evalstate/mcp-miro](https://github.com/evalstate/mcp-miro) 📇 ☁️ - 访问 MIRO 白板，批量创建和读取项目。需要 REST API 的 OAUTH 密钥。
-- [@tacticlaunch/mcp-linear](https://github.com/tacticlaunch/mcp-linear) 📇 ☁️ 🍎 🪟 🐧 - 与Linear项目管理系统集成
+- [tacticlaunch/mcp-linear](https://github.com/tacticlaunch/mcp-linear) 📇 ☁️ 🍎 🪟 🐧 - 与Linear项目管理系统集成
- [KS-GEN-AI/jira-mcp-server](https://github.com/KS-GEN-AI/jira-mcp-server) 📇 ☁️ 🍎 🪟 - 通过 JQL 和 API 读取 Jira 数据，并执行创建和编辑工单的请求
- [KS-GEN-AI/confluence-mcp-server](https://github.com/KS-GEN-AI/confluence-mcp-server) 📇 ☁️ 🍎 🪟 - 通过 CQL 获取 Confluence 数据并阅读页面
- [sooperset/mcp-atlassian](https://github.com/sooperset/mcp-atlassian) 🐍 ☁️ - Confluence工作区的自然语言搜索和内容访问
@@ -581,21 +581,21 @@ AI助手可以通过翻译工具和服务在不同语言之间翻译内容。
- [future-audiences/wikimedia-enterprise-model-context-protocol](https://gitlab.wikimedia.org/repos/future-audiences/wikimedia-enterprise-model-context-protocol) 🐍 ☁️ - 维基百科文章查找 API
- [andybrandt/mcp-simple-timeserver](https://github.com/andybrandt/mcp-simple-timeserver) 🐍 🏠☁️ - MCP 服务器允许检查客户端计算机上的本地时间或 NTP 服务器上的当前 UTC 时间
- [andybrandt/mcp-simple-openai-assistant](https://github.com/andybrandt/mcp-simple-openai-assistant) - 🐍 ☁️ MCP 与 OpenAI 助手对话（Claude 可以使用任何 GPT 模型作为他的助手）
-- [@evalstate/mcp-hfspace](https://github.com/evalstate/mcp-hfspace) 📇 ☁️ - 直接从 Claude 使用 HuggingFace Spaces。使用开源图像生成、聊天、视觉任务等。支持图像、音频和文本上传/下载。
+- [evalstate/mcp-hfspace](https://github.com/evalstate/mcp-hfspace) 📇 ☁️ - 直接从 Claude 使用 HuggingFace Spaces。使用开源图像生成、聊天、视觉任务等。支持图像、音频和文本上传/下载。
- [zueai/mcp-manager](https://github.com/zueai/mcp-manager) 📇 ☁️ - 简单的 Web UI 用于安装和管理 Claude 桌面应用程序的 MCP 服务器。
- [wong2/mcp-cli](https://github.com/wong2/mcp-cli) 📇 🏠 - 用于测试 MCP 服务器的 CLI 工具
- [isaacwasserman/mcp-vegalite-server](https://github.com/isaacwasserman/mcp-vegalite-server) 🐍 🏠 - 使用 VegaLite 格式和渲染器从获取的数据生成可视化效果。
- [tevonsb/homeassistant-mcp](https://github.com/tevonsb/homeassistant-mcp) 📇 🏠 - 访问家庭助理数据和控制设备（灯、开关、恒温器等）。
- [allenporter/mcp-server-home-assistant](https://github.com/allenporter/mcp-server-home-assistant) 🐍 🏠 - 通过模型上下文协议服务器暴露所有 Home Assistant 语音意图，实现智能家居控制
-- [@magarcia/mcp-server-giphy](https://github.com/magarcia/mcp-server-giphy) 📇 ☁️ - 通过Giphy API从庞大的Giphy图库中搜索并获取GIF动图。
+- [magarcia/mcp-server-giphy](https://github.com/magarcia/mcp-server-giphy) 📇 ☁️ - 通过Giphy API从庞大的Giphy图库中搜索并获取GIF动图。
- [nguyenvanduocit/all-in-one-model-context-protocol](https://github.com/nguyenvanduocit/all-in-one-model-context-protocol) 🏎️ 🏠 - 一些对开发者有用的工具，几乎涵盖工程师所需的一切：Confluence、Jira、YouTube、运行脚本、知识库RAG、抓取URL、管理YouTube频道、电子邮件、日历、GitLab
-- [@joshuarileydev/mac-apps-launcher-mcp-server](https://github.com/JoshuaRileyDev/mac-apps-launcher) 📇 🏠 - 用于列出和启动 MacOS 上的应用程序的 MCP 服务器
+- [joshuarileydev/mac-apps-launcher-mcp-server](https://github.com/JoshuaRileyDev/mac-apps-launcher) 📇 🏠 - 用于列出和启动 MacOS 上的应用程序的 MCP 服务器
- [ZeparHyfar/mcp-datetime](https://github.com/ZeparHyfar/mcp-datetime) - MCP 服务器提供多种格式的日期和时间函数
- [SecretiveShell/MCP-wolfram-alpha](https://github.com/SecretiveShell/MCP-wolfram-alpha) 🐍 ☁️ - 用于查询Wolfram Alpha API的MCP服务器。
- [apinetwork/piapi-mcp-server](https://github.com/apinetwork/piapi-mcp-server) 📇 ☁️ PiAPI MCP服务器使用户能够直接从Claude或其他MCP兼容应用程序中使用Midjourney/Flux/Kling/Hunyuan/Udio/Trellis生成媒体内容。
- [gotoolkits/DifyWorkflow](https://github.com/gotoolkits/mcp-difyworkflow-server) - 🏎️ ☁️ MCP 服务器 Tools 实现查询与执行 Dify AI 平台上自定义的工作流
-- [@pskill9/hn-server](https://github.com/pskill9/hn-server) - 📇 ☁️ 解析 news.ycombinator.com（Hacker News）的 HTML 内容，为不同类型的故事（热门、最新、问答、展示、工作）提供结构化数据
-- [@mediar-ai/screenpipe](https://github.com/mediar-ai/screenpipe) - 🎖️ 🦀 🏠 🍎 本地优先的系统，支持屏幕/音频捕获并带有时间戳索引、SQL/嵌入存储、语义搜索、LLM 驱动的历史分析和事件触发动作 - 通过 NextJS 插件生态系统实现构建上下文感知的 AI 代理
+- [pskill9/hn-server](https://github.com/pskill9/hn-server) - 📇 ☁️ 解析 news.ycombinator.com（Hacker News）的 HTML 内容，为不同类型的故事（热门、最新、问答、展示、工作）提供结构化数据
+- [mediar-ai/screenpipe](https://github.com/mediar-ai/screenpipe) - 🎖️ 🦀 🏠 🍎 本地优先的系统，支持屏幕/音频捕获并带有时间戳索引、SQL/嵌入存储、语义搜索、LLM 驱动的历史分析和事件触发动作 - 通过 NextJS 插件生态系统实现构建上下文感知的 AI 代理
- [akseyh/bear-mcp-server](https://github.com/akseyh/bear-mcp-server) - 允许 AI 读取您的 Bear Notes（仅支持 macOS）
- [mcp-server-jfx](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jfx) ☕ 🏠 - 在JavaFX画布上绘制。
- [hmk/attio-mcp-server](https://github.com/hmk/attio-mcp-server) - 📇 ☁️ 允许AI客户端在Attio CRM中管理记录和笔记
@@ -607,12 +607,12 @@ AI助手可以通过翻译工具和服务在不同语言之间翻译内容。
- [tomekkorbak/oura-mcp-server](https://github.com/tomekkorbak/oura-mcp-server) 🐍 ☁️ - An MCP server for Oura, an app for tracking sleep
- [rember/rember-mcp](https://github.com/rember/rember-mcp) 📇 🏠 - Create spaced repetition flashcards in [Rember](https://rember.com) to remember anything you learn in your chats.
- [hiromitsusasaki/raindrop-io-mcp-server](https://github.com/hiromitsusasaki/raindrop-io-mcp-server) 📇 ☁️ - An integration that allows LLMs to interact with Raindrop.io bookmarks using the Model Context Protocol (MCP).
-- [@integromat/make-mcp-server](https://github.com/integromat/make-mcp-server) 🎖️ 📇 🏠 - Turn your [Make](https://www.make.com/) scenarios into callable tools for AI assistants.
+- [integromat/make-mcp-server](https://github.com/integromat/make-mcp-server) 🎖️ 📇 🏠 - Turn your [Make](https://www.make.com/) scenarios into callable tools for AI assistants.
- [NON906/omniparser-autogui-mcp](https://github.com/NON906/omniparser-autogui-mcp) - 🐍 Automatic operation of on-screen GUI.
- [kj455/mcp-kibela](https://github.com/kj455/mcp-kibela) - 📇 ☁️ [Kibela](https://kibe.la/) 与 MCP 的集成
- [blurrah/mcp-graphql](https://github.com/blurrah/mcp-graphql) 📇 ☁️ - Allows the AI to query GraphQL servers
- [fotoetienne/gqai](https://github.com/fotoetienne/gqai) 🏎 🏠 - 使用常规 GraphQL 查询/变异定义工具，gqai 会自动为您生成 MCP 服务器。
-- [@awkoy/replicate-flux-mcp](https://github.com/awkoy/replicate-flux-mcp) 📇 ☁️ - 通过Replicate API提供图像生成功能。
+- [awkoy/replicate-flux-mcp](https://github.com/awkoy/replicate-flux-mcp) 📇 ☁️ - 通过Replicate API提供图像生成功能。
- [kenliao94/mcp-server-rabbitmq](https://github.com/kenliao94/mcp-server-rabbitmq) 🐍 🏠 - Enable interaction (admin operation, message enqueue/dequeue) with RabbitMQ
- [marcelmarais/Spotify](https://github.com/marcelmarais/spotify-mcp-server) - 📇 🏠 Control Spotify playback and manage playlists.
- [NakaokaRei/swift-mcp-gui](https://github.com/NakaokaRei/swift-mcp-gui.git) 🏠 🍎 - MCP服务器，可以执行键盘输入、鼠标移动等命令
@@ -643,7 +643,7 @@ AI助手可以通过翻译工具和服务在不同语言之间翻译内容。
- [rectalogic/langchain-mcp](https://github.com/rectalogic/langchain-mcp) 🐍 - 提供LangChain中MCP工具调用支持，允许将MCP工具集成到LangChain工作流中。
- [salty-flower/ModelContextProtocol.NET](https://github.com/salty-flower/ModelContextProtocol.NET) #️⃣🏠 - 基于 .NET 9 的 C# MCP 服务器 SDK ，支持 NativeAOT ⚡ 🔌
- [spring-ai-mcp](https://github.com/spring-projects-experimental/spring-ai-mcp) ☕ 🌱 - 用于构建 MCP 客户端和服务器的 Java SDK 和 Spring Framework 集成，支持多种可插拔的传输选项
-- [@marimo-team/codemirror-mcp](https://github.com/marimo-team/codemirror-mcp) - CodeMirror 扩展，实现了用于资源提及和提示命令的模型上下文协议 (MCP)
+- [marimo-team/codemirror-mcp](https://github.com/marimo-team/codemirror-mcp) - CodeMirror 扩展，实现了用于资源提及和提示命令的模型上下文协议 (MCP)
- [quarkiverse/quarkus-mcp-server](https://github.com/quarkiverse/quarkus-mcp-server) ☕ - 用于基于Quarkus构建MCP服务器的Java SDK。
- [lastmile-ai/mcp-agent](https://github.com/lastmile-ai/mcp-agent) 🤖 🔌 - 使用简单、可组合的模式，通过MCP服务器构建高效的代理。
- [mullerhai/sakura-mcp](https://github.com/mullerhai/sakura-mcp) 🦀 ☕ - Scala MCP 框架 构建企业级MCP客户端和服务端 shade from modelcontextprotocol.io.
From 8851551212a2b22b145fdd70aa02a3e66e64d7e3 Mon Sep 17 00:00:00 2001
From: Andrew Wong
Date: Wed, 24 Sep 2025 19:38:29 -0700
Subject: [PATCH 199/504] Add remote Box MCP server.
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index a2385922..6fe5e9d8 100644
--- a/README.md
+++ b/README.md
@@ -631,6 +631,7 @@ Provides access to documentation and shortcuts for working on embedded devices.
Provides direct access to local file systems with configurable permissions. Enables AI models to read, write, and manage files within specified directories.
- [8b-is/smart-tree](https://github.com/8b-is/smart-tree) 🦀 🏠 🍎 🪟 🐧 - AI-native directory visualization with semantic analysis, ultra-compressed formats for AI consumption, and 10x token reduction. Supports quantum-semantic mode with intelligent file categorization.
+- [box/mcp-server-box-remote](https://github.com/box/mcp-server-box-remote/) 🎖️ ☁️ - The Box MCP server allows third party AI agents to securely and seamlessly access Box content and use tools such as search, asking questions from files and folders, and data extraction. This hosted server complements the [local MCP server](https://github.com/box-community/mcp-server-box) which enables connections to desktop applications and systems running in your local environment.
- [cyberchitta/llm-context.py](https://github.com/cyberchitta/llm-context.py) 🐍 🏠 - Share code context with LLMs via MCP or clipboard
- [exoticknight/mcp-file-merger](https://github.com/exoticknight/mcp-file-merger) 🏎️ 🏠 - File merger tool, suitable for AI chat length limits.
- [filesystem@quarkiverse/quarkus-mcp-servers](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/filesystem) ☕ 🏠 - A filesystem allowing for browsing and editing files implemented in Java using Quarkus. Available as jar or native image.
From acd1b119c9b3858e669699b161a7bae1afd94098 Mon Sep 17 00:00:00 2001
From: xuwenbin
Date: Thu, 25 Sep 2025 16:39:07 +0800
Subject: [PATCH 200/504] =?UTF-8?q?=E6=96=B0=E5=A2=9Esmartdb=E5=B7=A5?=
=?UTF-8?q?=E5=85=B7?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
---
README-zh.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README-zh.md b/README-zh.md
index a303b680..c56bd2d5 100644
--- a/README-zh.md
+++ b/README-zh.md
@@ -241,6 +241,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
- [@fireproof-storage/mcp-database-server](https://github.com/fireproof-storage/mcp-database-server) 📇 ☁️ - Fireproof 分布式账本数据库，支持多用户数据同步
- [designcomputer/mysql_mcp_server](https://github.com/designcomputer/mysql_mcp_server) 🐍 🏠 - MySQL 数据库集成可配置的访问控制、模式检查和全面的安全指南
- [wenb1n-dev/mysql_mcp_server_pro](https://github.com/wenb1n-dev/mysql_mcp_server_pro) 🐍 🏠 - 支持SSE，STDIO；不仅止于mysql的增删改查功能；还包含了数据库异常分析能力；根据角色控制数据库权限；且便于开发者们进行个性化的工具扩展
+- [wenb1n-dev/SmartDB_MCP](https://github.com/wenb1n-dev/SmartDB_MCP) 🐍 🏠 - 通用型数据库mcp服务器，支持多库同时连接，提供数据库操作，健康分析，sql优化等工具，支持MySQL, PostgreSQL, SQL Server, MariaDB,达梦,Oracle等主流数据库，支持Streamable Http,SSE，STDIO；支持OAuth 2.0；且便于开发者们进行个性化的工具扩展
- [f4ww4z/mcp-mysql-server](https://github.com/f4ww4z/mcp-mysql-server) 📇 🏠 - 基于 Node.js 的 MySQL 数据库集成，提供安全的 MySQL 数据库操作
- [FreePeak/db-mcp-server](https://github.com/FreePeak/db-mcp-server) 🏎️ 🏠 – 一款基于Golang构建的高性能多数据库MCP服务器，支持MySQL和PostgreSQL（即将支持NoSQL）。内置查询执行、事务管理、模式探索、查询构建以及性能分析工具，与Cursor无缝集成优化数据库工作流程。
- [@modelcontextprotocol/server-postgres](https://github.com/modelcontextprotocol/servers/tree/main/src/postgres) 📇 🏠 - PostgreSQL 数据库集成了模式检查和查询功能
From 6c957bab810286ef5b78e3daab7b1d89a5f18b6f Mon Sep 17 00:00:00 2001
From: xuwenbin
Date: Thu, 25 Sep 2025 16:43:54 +0800
Subject: [PATCH 201/504] add smartdb
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index a2385922..6bc25985 100644
--- a/README.md
+++ b/README.md
@@ -433,6 +433,7 @@ Secure database access with schema inspection capabilities. Enables querying and
- [VictoriaMetrics-Community/mcp-victorialogs](https://github.com/VictoriaMetrics-Community/mcp-victorialogs) 🎖️ 🏎️ 🏠 - Provides comprehensive integration with your [VictoriaLogs instance APIs](https://docs.victoriametrics.com/victorialogs/querying/#http-api) and [documentation](https://docs.victoriametrics.com/victorialogs/) for working with logs, investigating and debugging tasks related to your VictoriaLogs instances.
- [weaviate/mcp-server-weaviate](https://github.com/weaviate/mcp-server-weaviate) 🐍 📇 ☁️ - An MCP Server to connect to your Weaviate collections as a knowledge base as well as using Weaviate as a chat memory store.
- [wenb1n-dev/mysql_mcp_server_pro](https://github.com/wenb1n-dev/mysql_mcp_server_pro) 🐍 🏠 - Supports SSE, STDIO; not only limited to MySQL's CRUD functionality; also includes database exception analysis capabilities; controls database permissions based on roles; and makes it easy for developers to extend tools with customization
+- [wenb1n-dev/SmartDB_MCP](https://github.com/wenb1n-dev/SmartDB_MCP) 🐍 🏠 - A universal database MCP server supporting simultaneous connections to multiple databases. It provides tools for database operations, health analysis, SQL optimization, and more. Compatible with mainstream databases including MySQL, PostgreSQL, SQL Server, MariaDB, Dameng, and Oracle. Supports Streamable HTTP, SSE, and STDIO; integrates OAuth 2.0; and is designed for easy customization and extension by developers.
- [xexr/mcp-libsql](https://github.com/Xexr/mcp-libsql) 📇 🏠 ☁️ - Production-ready MCP server for libSQL databases with comprehensive security and management tools.
- [XGenerationLab/xiyan_mcp_server](https://github.com/XGenerationLab/xiyan_mcp_server) 📇 ☁️ — An MCP server that supports fetching data from a database using natural language queries, powered by XiyanSQL as the text-to-SQL LLM.
- [xing5/mcp-google-sheets](https://github.com/xing5/mcp-google-sheets) 🐍 ☁️ - A Model Context Protocol server for interacting with Google Sheets. This server provides tools to create, read, update, and manage spreadsheets through the Google Sheets API.
From 35454e07a7d0ed4548200b1d36a9ad07956ea9c3 Mon Sep 17 00:00:00 2001
From: xuwenbin
Date: Thu, 25 Sep 2025 16:46:03 +0800
Subject: [PATCH 202/504] add smartdb
---
README-ko.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README-ko.md b/README-ko.md
index 2f41774f..aa4b5a8b 100644
--- a/README-ko.md
+++ b/README-ko.md
@@ -249,6 +249,7 @@
- [isaacwasserman/mcp-snowflake-server](https://github.com/isaacwasserman/mcp-snowflake-server) 🐍 ☁️ - 읽기 및 (선택적) 쓰기 작업뿐만 아니라 인사이트 추적을 구현하는 Snowflake 통합
- [hannesrudolph/sqlite-explorer-fastmcp-mcp-server](https://github.com/hannesrudolph/sqlite-explorer-fastmcp-mcp-server) 🐍 🏠 - 모델 컨텍스트 프로토콜(MCP)을 통해 SQLite 데이터베이스에 안전한 읽기 전용 접근을 제공하는 MCP 서버. 이 서버는 FastMCP 프레임워크로 구축되어 LLM이 내장된 안전 기능과 쿼리 유효성 검사로 SQLite 데이터베이스를 탐색하고 쿼리할 수 있도록 지원합니다.
- [sirmews/mcp-pinecone](https://github.com/sirmews/mcp-pinecone) 🐍 ☁️ - 벡터 검색 기능을 갖춘 Pinecone 통합
+- [wenb1n-dev/SmartDB_MCP](https://github.com/wenb1n-dev/SmartDB_MCP) 🐍 🏠 - 다양한 데이터베이스에 동시 연결이 가능한 범용 데이터베이스 MCP 서버입니다. 데이터베이스 운영, 상태 분석, SQL 최적화 등의 도구를 제공하며, MySQL, PostgreSQL, SQL Server, MariaDB, 다멍(Dameng), Oracle 등의 주요 데이터베이스를 지원합니다. 스트리밍 가능한 HTTP, SSE, STDIO를 지원하고, OAuth 2.0을 통합하며, 개발자가 쉽게 개인화된 도구를 확장할 수 있도록 설계되었습니다.
- [runekaagaard/mcp-alchemy](https://github.com/runekaagaard/mcp-alchemy) 🐍 🏠 - PostgreSQL, MySQL, MariaDB, SQLite, Oracle, MS SQL Server 등 다양한 데이터베이스를 지원하는 범용 SQLAlchemy 기반 데이터베이스 통합. 스키마 및 관계 검사, 대규모 데이터셋 분석 기능 제공.
- [subnetmarco/pgmcp](https://github.com/subnetmarco/pgmcp) 🏎️ 🏠 - 자동 스트리밍, 읽기 전용 안전성 및 범용 데이터베이스 호환성을 갖춘 자연어 PostgreSQL 쿼리.
- [mcp-server-jdbc](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc) ☕ 🏠 - 모든 JDBC 호환 데이터베이스에 연결하여 쿼리, 삽입, 업데이트, 삭제 등을 수행합니다.
From 11eeeb7092bd8533be3049fbddeb9c32e7b4bbee Mon Sep 17 00:00:00 2001
From: xuwenbin
Date: Thu, 25 Sep 2025 16:50:13 +0800
Subject: [PATCH 203/504] add smartdb
---
README-ja.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README-ja.md b/README-ja.md
index 78b2b0f7..7b3aa55d 100644
--- a/README-ja.md
+++ b/README-ja.md
@@ -273,6 +273,7 @@ aliyun/alibabacloud-tablestore-mcp-server ☕ 🐍 ☁️ - 阿里云表格存
- [kiliczsh/mcp-mongo-server](https://github.com/kiliczsh/mcp-mongo-server) 📇 🏠 - MongoDBのためのモデルコンテキストプロトコルサーバー
- [tuannvm/mcp-trino](https://github.com/tuannvm/mcp-trino) 🏎️ ☁️ - Trino用のModel Context Protocol (MCP)サーバーのGo実装。
- [KashiwaByte/vikingdb-mcp-server](https://github.com/KashiwaByte/vikingdb-mcp-server) 🐍 ☁️ - コレクションとインデックスの紹介、ベクトルストアと検索機能を備えたVikingDB統合。
+- [wenb1n-dev/SmartDB_MCP](https://github.com/wenb1n-dev/SmartDB_MCP) 🐍 🏠 - 汎用データベースMCPサーバー。複数のデータベースへの同時接続をサポートし、データベース操作、ヘルス分析、SQL最適化などのツールを提供します。MySQL、PostgreSQL、SQL Server、MariaDB、達夢(Dameng)、Oracle などの主要なデータベースに対応。ストリーミング対応のHTTP、SSE、STDIOをサポート。OAuth 2.0に対応。開発者が独自のツールを簡単に拡張できるよう設計されています。
- [runekaagaard/mcp-alchemy](https://github.com/runekaagaard/mcp-alchemy) 🐍 🏠 - PostgreSQL、MySQL、MariaDB、SQLite、Oracle、MS SQL Serverなど多数のデータベースをサポートするSQLAlchemyベースの汎用データベース統合。スキーマと関係の検査、大規模データセット分析機能を備えています。
- [subnetmarco/pgmcp](https://github.com/subnetmarco/pgmcp) 🏎️ 🏠 - 自動ストリーミング、読み取り専用安全性、汎用データベース互換性を備えた自然言語PostgreSQLクエリ。
- [GreptimeTeam/greptimedb-mcp-server](https://github.com/GreptimeTeam/greptimedb-mcp-server) 🐍 🏠 - GreptimeDBのMCPサービスにクエリを実行する。
From deae70eac55c3e33e36b777773d70b931564e5cb Mon Sep 17 00:00:00 2001
From: xuwenbin
Date: Thu, 25 Sep 2025 16:51:02 +0800
Subject: [PATCH 204/504] add smartdb
---
README-zh_TW.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README-zh_TW.md b/README-zh_TW.md
index 08b84584..1583358f 100644
--- a/README-zh_TW.md
+++ b/README-zh_TW.md
@@ -219,6 +219,7 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和
- [isaacwasserman/mcp-snowflake-server](https://github.com/isaacwasserman/mcp-snowflake-server) 🐍 ☁️ - Snowflake 集成實現，支援讀取和（可選）寫入操作，並具備洞察跟蹤功能
- [hannesrudolph/sqlite-explorer-fastmcp-mcp-server](https://github.com/hannesrudolph/sqlite-explorer-fastmcp-mcp-server) 🐍 🏠 - 一個 MCP 伺服器，通過模型上下文協議 （MCP） 提供對 SQLite 資料庫的安全只讀訪問。該伺服器是使用 FastMCP 框架構建的，它使 LLM 能夠探索和查詢具有內建安全功能和查詢驗證的 SQLite 資料庫。
- [sirmews/mcp-pinecone](https://github.com/sirmews/mcp-pinecone) 🐍 ☁️ - Pinecone 與向量搜尋功能的集成
+- [wenb1n-dev/SmartDB_MCP](https://github.com/wenb1n-dev/SmartDB_MCP) 🐍 🏠 - 通用型資料庫MCP伺服器，支援多個資料庫同時連接，提供資料庫操作、健康狀態分析、SQL優化等工具，相容於MySQL、PostgreSQL、SQL Server、MariaDB、達夢、Oracle等主流資料庫。支援可串流的HTTP、SSE、STDIO；內建OAuth 2.0；並便於開發者進行個性化工具的擴展。
- [runekaagaard/mcp-alchemy](https://github.com/runekaagaard/mcp-alchemy) 🐍 🏠 - 基於SQLAlchemy的通用資料庫集成，支援PostgreSQL、MySQL、MariaDB、SQLite、Oracle、MS SQL Server等眾多資料庫。具有架構和關係檢查以及大型數據集分析功能。
- [subnetmarco/pgmcp](https://github.com/subnetmarco/pgmcp) 🏎️ 🏠 - 具有自動串流、唯讀安全性和通用資料庫相容性的自然語言PostgreSQL查詢。
- [GreptimeTeam/greptimedb-mcp-server](https://github.com/GreptimeTeam/greptimedb-mcp-server) 🐍 🏠 - 查詢 GreptimeDB 的 MCP 服務。
From f84eb8d9ec5a1b9efe2572fd4757c1f0acdb6554 Mon Sep 17 00:00:00 2001
From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com>
Date: Thu, 25 Sep 2025 05:42:04 -0600
Subject: [PATCH 205/504] Update README.md
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 6fe5e9d8..9299578b 100644
--- a/README.md
+++ b/README.md
@@ -631,7 +631,7 @@ Provides access to documentation and shortcuts for working on embedded devices.
Provides direct access to local file systems with configurable permissions. Enables AI models to read, write, and manage files within specified directories.
- [8b-is/smart-tree](https://github.com/8b-is/smart-tree) 🦀 🏠 🍎 🪟 🐧 - AI-native directory visualization with semantic analysis, ultra-compressed formats for AI consumption, and 10x token reduction. Supports quantum-semantic mode with intelligent file categorization.
-- [box/mcp-server-box-remote](https://github.com/box/mcp-server-box-remote/) 🎖️ ☁️ - The Box MCP server allows third party AI agents to securely and seamlessly access Box content and use tools such as search, asking questions from files and folders, and data extraction. This hosted server complements the [local MCP server](https://github.com/box-community/mcp-server-box) which enables connections to desktop applications and systems running in your local environment.
+- [box/mcp-server-box-remote](https://github.com/box/mcp-server-box-remote/) 🎖️ ☁️ - The Box MCP server allows third party AI agents to securely and seamlessly access Box content and use tools such as search, asking questions from files and folders, and data extraction.
- [cyberchitta/llm-context.py](https://github.com/cyberchitta/llm-context.py) 🐍 🏠 - Share code context with LLMs via MCP or clipboard
- [exoticknight/mcp-file-merger](https://github.com/exoticknight/mcp-file-merger) 🏎️ 🏠 - File merger tool, suitable for AI chat length limits.
- [filesystem@quarkiverse/quarkus-mcp-servers](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/filesystem) ☕ 🏠 - A filesystem allowing for browsing and editing files implemented in Java using Quarkus. Available as jar or native image.
From e6370e55a99fde6ddcfa49682333b451c44d6219 Mon Sep 17 00:00:00 2001
From: alishaheen-7901
Date: Fri, 26 Sep 2025 12:47:07 +0200
Subject: [PATCH 206/504] Add src-to-kb MCP server to Developer Tools
Adds vezlo/src-to-kb to the Developer Tools category. This MCP server converts source code repositories into searchable knowledge bases with AI-powered search capabilities using GPT-5.
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 9299578b..649ae401 100644
--- a/README.md
+++ b/README.md
@@ -560,6 +560,7 @@ Tools and integrations that enhance the development workflow and environment man
- [SDGLBL/mcp-claude-code](https://github.com/SDGLBL/mcp-claude-code) 🐍 🏠 - An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project analysis with comprehensive tool support.
- [sequa-ai/sequa-mcp](https://github.com/sequa-ai/sequa-mcp) 📇 ☁️ 🐧 🍎 🪟 - Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools know your entire codebase and docs out of the box.
- [snaggle-ai/openapi-mcp-server](https://github.com/snaggle-ai/openapi-mcp-server) 🏎️ 🏠 - Connect any HTTP/REST API server using an Open API spec (v3)
+- [vezlo/src-to-kb](https://github.com/vezlo/src-to-kb) 📇 🏠 ☁️ - Convert source code repositories into searchable knowledge bases with AI-powered search using GPT-5, intelligent chunking, and OpenAI embeddings for semantic code understanding.
- [spacecode-ai/SpaceBridge-MCP](https://github.com/spacecode-ai/SpaceBridge-MCP) 🐍 🏠 🍎 🐧 - Bring structure and preserve context in vibe coding by automatically tracking issues.
- [st3v3nmw/sourcerer-mcp](https://github.com/st3v3nmw/sourcerer-mcp) 🏎️ ☁️ - MCP for semantic code search & navigation that reduces token waste
- [stass/lldb-mcp](https://github.com/stass/lldb-mcp) 🐍 🏠 🐧 🍎 - A MCP server for LLDB enabling AI binary and core file analysis, debugging, disassembling.
From f1305a55aadcba9563cc97bca0a3a6544b38a327 Mon Sep 17 00:00:00 2001
From: Arul Kumaran
Date: Fri, 26 Sep 2025 23:57:31 +0530
Subject: [PATCH 207/504] Add NCP - 1 MCP to rule them all
NCP orchestrates your entire MCP ecosystem through intelligent discovery,
eliminating token overhead while maintaining 98.2% accuracy. Transform
100+ tools into 2 unified interfaces, achieve 94.8% token savings, and
let your AI focus on what matters - not tool schemas.
Key benefits:
- 94.8% token reduction across 12,847 conversations
- 98.2% discovery accuracy with 47ms latency
- O(1) complexity scaling to unlimited MCPs
- Enterprise features: health monitoring, OAuth, audit logging
- Multi-client support for Claude Desktop, VS Code, Cursor, etc.
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 9299578b..f891eb99 100644
--- a/README.md
+++ b/README.md
@@ -122,6 +122,7 @@ Servers for accessing many apps and tools through a single MCP server.
- [julien040/anyquery](https://github.com/julien040/anyquery) 🏎️ 🏠 ☁️ - Query more than 40 apps with one binary using SQL. It can also connect to your PostgreSQL, MySQL, or SQLite compatible database. Local-first and private by design.
- [metatool-ai/metatool-app](https://github.com/metatool-ai/metatool-app) 📇 ☁️ 🏠 🍎 🪟 🐧 - MetaMCP is the one unified middleware MCP server that manages your MCP connections with GUI.
- [mindsdb/mindsdb](https://github.com/mindsdb/mindsdb) - Connect and unify data across various platforms and databases with [MindsDB as a single MCP server](https://docs.mindsdb.com/mcp/overview).
+- [portel-dev/ncp](https://github.com/portel-dev/ncp) 📇 ☁️ 🏠 🍎 🪟 🐧 - **1 MCP to rule them all** - NCP orchestrates your entire MCP ecosystem through intelligent discovery, eliminating token overhead while maintaining 98.2% accuracy. Transform 100+ tools into 2 unified interfaces, achieve 94.8% token savings, and let your AI focus on what matters - not tool schemas.
- [particlefuture/MCPDiscovery](https://github.com/particlefuture/MCPDiscovery) - MCP of MCPs. A central hub for MCP servers. Helps you discover available MCP servers and learn how to install and use them.
- [PipedreamHQ/pipedream](https://github.com/PipedreamHQ/pipedream/tree/master/modelcontextprotocol) ☁️ 🏠 - Connect with 2,500 APIs with 8,000+ prebuilt tools, and manage servers for your users, in your own app.
- [sitbon/magg](https://github.com/sitbon/magg) 🍎 🪟 🐧 ☁️ 🏠 🐍 - Magg: A meta-MCP server that acts as a universal hub, allowing LLMs to autonomously discover, install, and orchestrate multiple MCP servers - essentially giving AI assistants the power to extend their own capabilities on-demand.
From 27486b60a7bd95242fd521516ff567d09fb82229 Mon Sep 17 00:00:00 2001
From: Vladimir Daskalov
Date: Sat, 27 Sep 2025 11:18:29 +0200
Subject: [PATCH 208/504] feat: Add new pantheon-mcp server
---
README.md | 248 +++++++++++++++++++++++++++---------------------------
1 file changed, 122 insertions(+), 126 deletions(-)
diff --git a/README.md b/README.md
index 9299578b..7ddc41c3 100644
--- a/README.md
+++ b/README.md
@@ -12,14 +12,14 @@
A curated list of awesome Model Context Protocol (MCP) servers.
-* [What is MCP?](#what-is-mcp)
-* [Clients](#clients)
-* [Tutorials](#tutorials)
-* [Community](#community)
-* [Legend](#legend)
-* [Server Implementations](#server-implementations)
-* [Frameworks](#frameworks)
-* [Tips & Tricks](#tips-and-tricks)
+- [What is MCP?](#what-is-mcp)
+- [Clients](#clients)
+- [Tutorials](#tutorials)
+- [Community](#community)
+- [Legend](#legend)
+- [Server Implementations](#server-implementations)
+- [Frameworks](#frameworks)
+- [Tips & Tricks](#tips-and-tricks)
## What is MCP?
@@ -29,87 +29,87 @@ A curated list of awesome Model Context Protocol (MCP) servers.
Checkout [awesome-mcp-clients](https://github.com/punkpeye/awesome-mcp-clients/) and [glama.ai/mcp/clients](https://glama.ai/mcp/clients).
-> [!TIP]
-> [Glama Chat](https://glama.ai/chat) is a multi-modal AI client with MCP support & [AI gateway](https://glama.ai/gateway).
+> [!TIP] > [Glama Chat](https://glama.ai/chat) is a multi-modal AI client with MCP support & [AI gateway](https://glama.ai/gateway).
## Tutorials
-* [Model Context Protocol (MCP) Quickstart](https://glama.ai/blog/2024-11-25-model-context-protocol-quickstart)
-* [Setup Claude Desktop App to Use a SQLite Database](https://youtu.be/wxCCzo9dGj0)
+- [Model Context Protocol (MCP) Quickstart](https://glama.ai/blog/2024-11-25-model-context-protocol-quickstart)
+- [Setup Claude Desktop App to Use a SQLite Database](https://youtu.be/wxCCzo9dGj0)
## Community
-* [r/mcp Reddit](https://www.reddit.com/r/mcp)
-* [Discord Server](https://glama.ai/mcp/discord)
+- [r/mcp Reddit](https://www.reddit.com/r/mcp)
+- [Discord Server](https://glama.ai/mcp/discord)
## Legend
-* 🎖️ – official implementation
-* programming language
- * 🐍 – Python codebase
- * 📇 – TypeScript (or JavaScript) codebase
- * 🏎️ – Go codebase
- * 🦀 – Rust codebase
- * #️⃣ - C# Codebase
- * ☕ - Java codebase
- * 🌊 – C/C++ codebase
- * 💎 - Ruby codebase
+- 🎖️ – official implementation
+- programming language
-* scope
- * ☁️ - Cloud Service
- * 🏠 - Local Service
- * 📟 - Embedded Systems
-* operating system
- * 🍎 – For macOS
- * 🪟 – For Windows
- * 🐧 - For Linux
+ - 🐍 – Python codebase
+ - 📇 – TypeScript (or JavaScript) codebase
+ - 🏎️ – Go codebase
+ - 🦀 – Rust codebase
+ - #️⃣ - C# Codebase
+ - ☕ - Java codebase
+ - 🌊 – C/C++ codebase
+ - 💎 - Ruby codebase
+
+- scope
+ - ☁️ - Cloud Service
+ - 🏠 - Local Service
+ - 📟 - Embedded Systems
+- operating system
+ - 🍎 – For macOS
+ - 🪟 – For Windows
+ - 🐧 - For Linux
> [!NOTE]
> Confused about Local 🏠 vs Cloud ☁️?
-> * Use local when MCP server is talking to a locally installed software, e.g. taking control over Chrome browser.
-> * Use cloud when MCP server is talking to remote APIs, e.g. weather API.
+>
+> - Use local when MCP server is talking to a locally installed software, e.g. taking control over Chrome browser.
+> - Use cloud when MCP server is talking to remote APIs, e.g. weather API.
## Server Implementations
> [!NOTE]
> We now have a [web-based directory](https://glama.ai/mcp/servers) that is synced with the repository.
-* 🔗 - [Aggregators](#aggregators)
-* 🎨 - [Art & Culture](#art-and-culture)
-* 📂 - [Browser Automation](#browser-automation)
-* 🧬 - [Biology Medicine and Bioinformatics](#bio)
-* ☁️ - [Cloud Platforms](#cloud-platforms)
-* 👨💻 - [Code Execution](#code-execution)
-* 🤖 - [Coding Agents](#coding-agents)
-* 🖥️ - [Command Line](#command-line)
-* 💬 - [Communication](#communication)
-* 👤 - [Customer Data Platforms](#customer-data-platforms)
-* 🗄️ - [Databases](#databases)
-* 📊 - [Data Platforms](#data-platforms)
-* 🚚 - [Delivery](#delivery)
-* 🛠️ - [Developer Tools](#developer-tools)
-* 🧮 - [Data Science Tools](#data-science-tools)
-* 📟 - [Embedded system](#embedded-system)
-* 📂 - [File Systems](#file-systems)
-* 💰 - [Finance & Fintech](#finance--fintech)
-* 🎮 - [Gaming](#gaming)
-* 🧠 - [Knowledge & Memory](#knowledge--memory)
-* 🗺️ - [Location Services](#location-services)
-* 🎯 - [Marketing](#marketing)
-* 📊 - [Monitoring](#monitoring)
-* 🎥 - [Multimedia Process](#multimedia-process)
-* 🔎 - [Search & Data Extraction](#search)
-* 🔒 - [Security](#security)
-* 🌐 - [Social Media](#social-media)
-* 🏃 - [Sports](#sports)
-* 🎧 - [Support & Service Management](#support-and-service-management)
-* 🌎 - [Translation Services](#translation-services)
-* 🎧 - [Text-to-Speech](#text-to-speech)
-* 🚆 - [Travel & Transportation](#travel-and-transportation)
-* 🔄 - [Version Control](#version-control)
-* 🏢 - [Workplace & Productivity](#workplace-and-productivity)
-* 🛠️ - [Other Tools and Integrations](#other-tools-and-integrations)
-
+- 🔗 - [Aggregators](#aggregators)
+- 🎨 - [Art & Culture](#art-and-culture)
+- 📂 - [Browser Automation](#browser-automation)
+- 🧬 - [Biology Medicine and Bioinformatics](#bio)
+- ☁️ - [Cloud Platforms](#cloud-platforms)
+- 👨💻 - [Code Execution](#code-execution)
+- 🤖 - [Coding Agents](#coding-agents)
+- 🖥️ - [Command Line](#command-line)
+- 💬 - [Communication](#communication)
+- 👤 - [Customer Data Platforms](#customer-data-platforms)
+- 🗄️ - [Databases](#databases)
+- 📊 - [Data Platforms](#data-platforms)
+- 🚚 - [Delivery](#delivery)
+- 🛠️ - [Developer Tools](#developer-tools)
+- 🧮 - [Data Science Tools](#data-science-tools)
+- 📟 - [Embedded system](#embedded-system)
+- 📂 - [File Systems](#file-systems)
+- 💰 - [Finance & Fintech](#finance--fintech)
+- 🎮 - [Gaming](#gaming)
+- 🧠 - [Knowledge & Memory](#knowledge--memory)
+- 🗺️ - [Location Services](#location-services)
+- 🎯 - [Marketing](#marketing)
+- 📊 - [Monitoring](#monitoring)
+- 🎥 - [Multimedia Process](#multimedia-process)
+- 🔎 - [Search & Data Extraction](#search)
+- 🔒 - [Security](#security)
+- 🌐 - [Social Media](#social-media)
+- 🏃 - [Sports](#sports)
+- 🎧 - [Support & Service Management](#support-and-service-management)
+- 🌎 - [Translation Services](#translation-services)
+- 🎧 - [Text-to-Speech](#text-to-speech)
+- 🚆 - [Travel & Transportation](#travel-and-transportation)
+- 🔄 - [Version Control](#version-control)
+- 🏢 - [Workplace & Productivity](#workplace-and-productivity)
+- 🛠️ - [Other Tools and Integrations](#other-tools-and-integrations)
### 🔗 Aggregators
@@ -127,9 +127,9 @@ Servers for accessing many apps and tools through a single MCP server.
- [sitbon/magg](https://github.com/sitbon/magg) 🍎 🪟 🐧 ☁️ 🏠 🐍 - Magg: A meta-MCP server that acts as a universal hub, allowing LLMs to autonomously discover, install, and orchestrate multiple MCP servers - essentially giving AI assistants the power to extend their own capabilities on-demand.
- [SureScaleAI/openai-gpt-image-mcp](https://github.com/SureScaleAI/openai-gpt-image-mcp) 📇 ☁️ - OpenAI GPT image generation/editing MCP server.
- [sxhxliang/mcp-access-point](https://github.com/sxhxliang/mcp-access-point) 📇 ☁️ 🏠 🍎 🪟 🐧 - Turn a web service into an MCP server in one click without making any code changes.
-- [TheLunarCompany/lunar#mcpx](https://github.com/TheLunarCompany/lunar/tree/main/mcpx) 📇 🏠 ☁️ 🍎 🪟 🐧 - MCPX is a production-ready, open-source gateway to manage MCP servers at scale—centralize tool discovery, access controls, call prioritization, and usage tracking to simplify agent workflows.
+- [TheLunarCompany/lunar#mcpx](https://github.com/TheLunarCompany/lunar/tree/main/mcpx) 📇 🏠 ☁️ 🍎 🪟 🐧 - MCPX is a production-ready, open-source gateway to manage MCP servers at scale—centralize tool discovery, access controls, call prioritization, and usage tracking to simplify agent workflows.
- [tigranbs/mcgravity](https://github.com/tigranbs/mcgravity) 📇 🏠 - A proxy tool for composing multiple MCP servers into one unified endpoint. Scale your AI tools by load balancing requests across multiple MCP servers, similar to how Nginx works for web servers.
-- [VeriTeknik/pluggedin-mcp-proxy](https://github.com/VeriTeknik/pluggedin-mcp-proxy) 📇 🏠 - A comprehensive proxy server that combines multiple MCP servers into a single interface with extensive visibility features. It provides discovery and management of tools, prompts, resources, and templates across servers, plus a playground for debugging when building MCP servers.
+- [VeriTeknik/pluggedin-mcp-proxy](https://github.com/VeriTeknik/pluggedin-mcp-proxy) 📇 🏠 - A comprehensive proxy server that combines multiple MCP servers into a single interface with extensive visibility features. It provides discovery and management of tools, prompts, resources, and templates across servers, plus a playground for debugging when building MCP servers.
- [WayStation-ai/mcp](https://github.com/waystation-ai/mcp) ☁️ 🍎 🪟 - Seamlessly and securely connect Claude Desktop and other MCP hosts to your favorite apps (Notion, Slack, Monday, Airtable, etc.). Takes less than 90 secs.
- [wegotdocs/open-mcp](https://github.com/wegotdocs/open-mcp) 📇 🏠 🍎 🪟 🐧 - Turn a web API into an MCP server in 10 seconds and add it to the open source registry: https://open-mcp.org
- [Data-Everything/mcp-server-templates](https://github.com/Data-Everything/mcp-server-templates) 📇 🏠 🍎 🪟 🐧 - One server. All tools. A unified MCP platform that connects many apps, tools, and services behind one powerful interface—ideal for local devs or production agents.
@@ -321,7 +321,7 @@ Integration with communication platforms for message management and channel oper
- [InditexTech/mcp-teams-server](https://github.com/InditexTech/mcp-teams-server) 🐍 ☁️ - MCP server that integrates Microsoft Teams messaging (read, post, mention, list members and threads)
- [jagan-shanmugam/mattermost-mcp-host](https://github.com/jagan-shanmugam/mattermost-mcp-host) 🐍 🏠 - A MCP server along with MCP host that provides access to Mattermost teams, channels and messages. MCP host is integrated as a bot in Mattermost with access to MCP servers that can be configured.
- [jaipandya/producthunt-mcp-server](https://github.com/jaipandya/producthunt-mcp-server) 🐍 🏠 - MCP server for Product Hunt. Interact with trending posts, comments, collections, users, and more.
-- [joinly-ai/joinly](https://github.com/joinly-ai/joinly) 🐍☁️ - MCP server to interact with browser-based meeting platforms (Zoom, Teams, Google Meet). Enables AI agents to send bots to online meetings, gather live transcripts, speak text, and send messages in the meeting chat.
+- [joinly-ai/joinly](https://github.com/joinly-ai/joinly) 🐍☁️ - MCP server to interact with browser-based meeting platforms (Zoom, Teams, Google Meet). Enables AI agents to send bots to online meetings, gather live transcripts, speak text, and send messages in the meeting chat.
- [keturiosakys/bluesky-context-server](https://github.com/keturiosakys/bluesky-context-server) 📇 ☁️ - Bluesky instance integration for querying and interaction
- [khan2a/telephony-mcp-server](https://github.com/khan2a/telephony-mcp-server) 🐍 💬 - MCP Telephony server for automating voice calls with Speech-to-Text and Speech Recognition to summarize call conversations. Send and receive SMS, detect voicemail, and integrate with Vonage APIs for advanced telephony workflows.
- [korotovsky/slack-mcp-server](https://github.com/korotovsky/slack-mcp-server) 📇 ☁️ - The most powerful MCP server for Slack Workspaces.
@@ -338,7 +338,6 @@ Integration with communication platforms for message management and channel oper
- [zcaceres/gtasks-mcp](https://github.com/zcaceres/gtasks-mcp) 📇 ☁️ - An MCP server to Manage Google Tasks
- [ztxtxwd/open-feishu-mcp-server](https://github.com/ztxtxwd/open-feishu-mcp-server) 📇 ☁️ 🏠 - A Model Context Protocol (MCP) server with built-in Feishu OAuth authentication, supporting remote connections and providing comprehensive Feishu document management tools including block creation, content updates, and advanced features.
-
### 👤 Customer Data Platforms
Provides access to customer profiles inside of customer data platforms
@@ -355,7 +354,7 @@ Provides access to customer profiles inside of customer data platforms
Secure database access with schema inspection capabilities. Enables querying and analyzing data with configurable security controls including read-only access.
-- [Aiven-Open/mcp-aiven](https://github.com/Aiven-Open/mcp-aiven) - 🐍 ☁️ 🎖️ - Navigate your [Aiven projects](https://go.aiven.io/mcp-server) and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services
+- [Aiven-Open/mcp-aiven](https://github.com/Aiven-Open/mcp-aiven) - 🐍 ☁️ 🎖️ - Navigate your [Aiven projects](https://go.aiven.io/mcp-server) and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services
- [alexanderzuev/supabase-mcp-server](https://github.com/alexander-zuev/supabase-mcp-server) - Supabase MCP Server with support for SQL query execution and database exploration tools
- [aliyun/alibabacloud-tablestore-mcp-server](https://github.com/aliyun/alibabacloud-tablestore-mcp-server) ☕ 🐍 ☁️ - MCP service for Tablestore, features include adding documents, semantic search for documents based on vectors and scalars, RAG-friendly, and serverless.
- [amineelkouhen/mcp-cockroachdb](https://github.com/amineelkouhen/mcp-cockroachdb) 🐍 ☁️ - A Model Context Protocol server for managing, monitoring, and querying data in [CockroachDB](https://cockroachlabs.com).
@@ -412,7 +411,7 @@ Secure database access with schema inspection capabilities. Enables querying and
- [openlink/mcp-server-odbc](https://github.com/OpenLinkSoftware/mcp-odbc-server) 🐍 🏠 - An MCP server for generic Database Management System (DBMS) Connectivity via the Open Database Connectivity (ODBC) protocol
- [openlink/mcp-server-sqlalchemy](https://github.com/OpenLinkSoftware/mcp-sqlalchemy-server) 🐍 🏠 - An MCP server for generic Database Management System (DBMS) Connectivity via SQLAlchemy using Python ODBC (pyodbc)
- [pab1it0/adx-mcp-server](https://github.com/pab1it0/adx-mcp-server) 🐍 ☁️ - Query and analyze Azure Data Explorer databases
-- [pab1it0/prometheus-mcp-server](https://github.com/pab1it0/prometheus-mcp-server) 🐍 ☁️ - Query and analyze Prometheus, open-source monitoring system.
+- [pab1it0/prometheus-mcp-server](https://github.com/pab1it0/prometheus-mcp-server) 🐍 ☁️ - Query and analyze Prometheus, open-source monitoring system.
- [prisma/mcp](https://github.com/prisma/mcp) 📇 ☁️ 🏠 - Gives LLMs the ability to manage Prisma Postgres databases (e.g. spin up new databases and run migrations or queries).
- [qdrant/mcp-server-qdrant](https://github.com/qdrant/mcp-server-qdrant) 🐍 🏠 - A Qdrant MCP server
- [QuantGeekDev/mongo-mcp](https://github.com/QuantGeekDev/mongo-mcp) 📇 🏠 - MongoDB integration that enables LLMs to interact directly with databases.
@@ -432,7 +431,7 @@ Secure database access with schema inspection capabilities. Enables querying and
- [tuannvm/mcp-trino](https://github.com/tuannvm/mcp-trino) 🏎️ ☁️ - A Go implementation of a Model Context Protocol (MCP) server for Trino
- [VictoriaMetrics-Community/mcp-victorialogs](https://github.com/VictoriaMetrics-Community/mcp-victorialogs) 🎖️ 🏎️ 🏠 - Provides comprehensive integration with your [VictoriaLogs instance APIs](https://docs.victoriametrics.com/victorialogs/querying/#http-api) and [documentation](https://docs.victoriametrics.com/victorialogs/) for working with logs, investigating and debugging tasks related to your VictoriaLogs instances.
- [weaviate/mcp-server-weaviate](https://github.com/weaviate/mcp-server-weaviate) 🐍 📇 ☁️ - An MCP Server to connect to your Weaviate collections as a knowledge base as well as using Weaviate as a chat memory store.
-- [wenb1n-dev/mysql_mcp_server_pro](https://github.com/wenb1n-dev/mysql_mcp_server_pro) 🐍 🏠 - Supports SSE, STDIO; not only limited to MySQL's CRUD functionality; also includes database exception analysis capabilities; controls database permissions based on roles; and makes it easy for developers to extend tools with customization
+- [wenb1n-dev/mysql_mcp_server_pro](https://github.com/wenb1n-dev/mysql_mcp_server_pro) 🐍 🏠 - Supports SSE, STDIO; not only limited to MySQL's CRUD functionality; also includes database exception analysis capabilities; controls database permissions based on roles; and makes it easy for developers to extend tools with customization
- [xexr/mcp-libsql](https://github.com/Xexr/mcp-libsql) 📇 🏠 ☁️ - Production-ready MCP server for libSQL databases with comprehensive security and management tools.
- [XGenerationLab/xiyan_mcp_server](https://github.com/XGenerationLab/xiyan_mcp_server) 📇 ☁️ — An MCP server that supports fetching data from a database using natural language queries, powered by XiyanSQL as the text-to-SQL LLM.
- [xing5/mcp-google-sheets](https://github.com/xing5/mcp-google-sheets) 🐍 ☁️ - A Model Context Protocol server for interacting with Google Sheets. This server provides tools to create, read, update, and manage spreadsheets through the Google Sheets API.
@@ -454,7 +453,6 @@ Data Platforms for data integration, transformation and pipeline orchestration.
- [mattijsdp/dbt-docs-mcp](https://github.com/mattijsdp/dbt-docs-mcp) 🐍 🏠 - MCP server for dbt-core (OSS) users as the official dbt MCP only supports dbt Cloud. Supports project metadata, model and column-level lineage and dbt documentation.
- [yashshingvi/databricks-genie-MCP](https://github.com/yashshingvi/databricks-genie-MCP) 🐍 ☁️ - A server that connects to the Databricks Genie API, allowing LLMs to ask natural language questions, run SQL queries, and interact with Databricks conversational agents.
-
### 💻 Developer Tools
Tools and integrations that enhance the development workflow and environment management.
@@ -465,11 +463,11 @@ Tools and integrations that enhance the development workflow and environment man
- [aashari/mcp-server-atlassian-jira](https://github.com/aashari/mcp-server-atlassian-jira) 📇 ☁️ - Atlassian Jira Cloud integration. Enables AI systems to interact with Jira projects, issues, comments, and related development information in real time.
- [abrinsmead/mindpilot-mcp](https://github.com/abrinsmead/mindpilot-mcp) 📇 🏠 - Visualizes code, architecture and other concepts as mermaid diagrams in a locally hosted web app. Just ask your agent to "show me this in a diagram".
- [admica/FileScopeMCP](https://github.com/admica/FileScopeMCP) 🐍 📇 🦀 - Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores, helping AI assistants understand the codebase.
-- [akramIOT/MCP_AI_SOC_Sher](https://github.com/akramIOT/MCP_AI_SOC_Sher) 🐍 ☁️ 📇 - MCP Server to do dynamic AI SOC Security Threat analysis for a Text2SQL AI Agent.
-- [alimo7amed93/webhook-tester-mcp](https://github.com/alimo7amed93/webhook-tester-mcp) 🐍 ☁️ – A FastMCP-based server for interacting with webhook-test.com. Enables users to create, retrieve, and delete webhooks locally using Claude.
+- [akramIOT/MCP_AI_SOC_Sher](https://github.com/akramIOT/MCP_AI_SOC_Sher) 🐍 ☁️ 📇 - MCP Server to do dynamic AI SOC Security Threat analysis for a Text2SQL AI Agent.
+- [alimo7amed93/webhook-tester-mcp](https://github.com/alimo7amed93/webhook-tester-mcp) 🐍 ☁️ – A FastMCP-based server for interacting with webhook-test.com. Enables users to create, retrieve, and delete webhooks locally using Claude.
- [ambar/simctl-mcp](https://github.com/ambar/simctl-mcp) 📇 🏠 🍎 A MCP server implementation for iOS Simulator control.
- [api7/apisix-mcp](https://github.com/api7/apisix-mcp) 🎖️ 📇 🏠 MCP Server that support for querying and managing all resource in [Apache APISIX](https://github.com/apache/apisix).
-- [ArchAI-Labs/fastmcp-sonarqube-metrics](https://github.com/ArchAI-Labs/fastmcp-sonarqube-metrics) 🐍 🏠 🪟 🐧 🍎 - A Model Context Protocol (MCP) server that provides a set of tools for retrieving information about SonarQube projects like metrics (actual and historical), issues, health status.
+- [ArchAI-Labs/fastmcp-sonarqube-metrics](https://github.com/ArchAI-Labs/fastmcp-sonarqube-metrics) 🐍 🏠 🪟 🐧 🍎 - A Model Context Protocol (MCP) server that provides a set of tools for retrieving information about SonarQube projects like metrics (actual and historical), issues, health status.
- [artmann/package-registry-mcp](https://github.com/artmann/package-registry-mcp) 🏠 📇 🍎 🪟 🐧 - MCP server for searching and getting up-to-date information about NPM, Cargo, PyPi, and NuGet packages.
- [wyattjoh/jsr-mcp](https://github.com/wyattjoh/jsr-mcp) 📇 ☁️ - Model Context Protocol server for the JSR (JavaScript Registry)
- [augmnt/augments-mcp-server](https://github.com/augmnt/augments-mcp-server) 📇 ☁️ 🏠 - Transform Claude Code with intelligent, real-time access to 90+ framework documentation sources. Get accurate, up-to-date code generation that follows current best practices for React, Next.js, Laravel, FastAPI, Tailwind CSS, and more.
@@ -529,7 +527,7 @@ Tools and integrations that enhance the development workflow and environment man
- [jsdelivr/globalping-mcp-server](https://github.com/jsdelivr/globalping-mcp-server) 🎖️ 📇 ☁️ - The Globalping MCP server provides users and LLMs access to run network tools like ping, traceroute, mtr, HTTP and DNS resolve from thousands of locations around the world.
- [kadykov/mcp-openapi-schema-explorer](https://github.com/kadykov/mcp-openapi-schema-explorer) 📇 ☁️ 🏠 - Token-efficient access to OpenAPI/Swagger specs via MCP Resources.
- [lamemind/mcp-server-multiverse](https://github.com/lamemind/mcp-server-multiverse) 📇 🏠 🛠️ - A middleware server that enables multiple isolated instances of the same MCP servers to coexist independently with unique namespaces and configurations.
-- [langfuse/mcp-server-langfuse](https://github.com/langfuse/mcp-server-langfuse) 🐍 🏠 - MCP server to access and manage LLM application prompts created with [Langfuse]([https://langfuse.com/](https://langfuse.com/docs/prompts/get-started)) Prompt Management.
+- [langfuse/mcp-server-langfuse](https://github.com/langfuse/mcp-server-langfuse) 🐍 🏠 - MCP server to access and manage LLM application prompts created with [Langfuse](<[https://langfuse.com/](https://langfuse.com/docs/prompts/get-started)>) Prompt Management.
- [lpigeon/ros-mcp-server](https://github.com/lpigeon/ros-mcp-server) 🐍 🏠 🍎 🪟 🐧 - The ROS MCP Server supports robot control by converting user-issued natural language commands into ROS or ROS2 control commands.
- [lpigeon/unitree-go2-mcp-server](https://github.com/lpigeon/unitree-go2-mcp-server) 🐍 🏠 🐧 - The Unitree Go2 MCP Server is a server built on the MCP that enables users to control the Unitree Go2 robot using natural language commands interpreted by a LLM.
- [ukkit/memcord](https://github.com/ukkit/memcord) 🐍 🏠 🐧 🍎 - A MCP server that keeps your chat history organized and searchable—with AI-powered summaries, secure memory, and full control.
@@ -570,6 +568,7 @@ Tools and integrations that enhance the development workflow and environment man
- [tipdotmd/tip-md-x402-mcp-server](https://github.com/tipdotmd/tip-md-x402-mcp-server) 📇 ☁️ - MCP server for cryptocurrency tipping through AI interfaces using x402 payment protocol and CDP Wallet.
- [tumf/mcp-text-editor](https://github.com/tumf/mcp-text-editor) 🐍 🏠 - A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.
- [utensils/mcp-nixos](https://github.com/utensils/mcp-nixos) 🐍 🏠 - MCP server providing accurate information about NixOS packages, system options, Home Manager configurations, and nix-darwin macOS settings to prevent AI hallucinations.
+- [valado/pantheon-mcp](https://github.com/valado/pantheon-mcp) 🤖 - MCP server providing task specific agentic instructions. No more outdated Markdown files and synchronisation overhead.
- [vasayxtx/mcp-prompt-engine](https://github.com/vasayxtx/mcp-prompt-engine) 🏎️ 🏠 🪟️ 🐧 🍎 - MCP server for managing and serving dynamic prompt templates using elegant and powerful text template engine.
- [vivekvells/mcp-pandoc](https://github.com/vivekVells/mcp-pandoc) 🗄️ 🚀 - MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more.
- [VSCode Devtools](https://github.com/biegehydra/BifrostMCP) 📇 - Connect to VSCode ide and use semantic tools like `find_usages`
@@ -578,7 +577,7 @@ Tools and integrations that enhance the development workflow and environment man
- [Wooonster/hocr_mcp_server](https://github.com/Wooonster/hocr_mcp_server) 🐍 🏠 – A fastAPI-based FastMCP server with a Vue frontend that sends uploaded images to VLM via the MCP to quickly extract handwritten mathematical formulas as clean LaTeX code.
- [xcodebuild](https://github.com/ShenghaiWang/xcodebuild) 🍎 Build iOS Xcode workspace/project and feed back errors to llm.
- [XixianLiang/HarmonyOS-mcp-server](https://github.com/XixianLiang/HarmonyOS-mcp-server) 🐍 🏠 - Control HarmonyOS-next devices with AI through MCP. Support device control and UI automation.
-- [xzq.xu/jvm-mcp-server](https://github.com/xzq-xu/jvm-mcp-server) 📇 🏠 - An implementation project of a JVM-based MCP (Model Context Protocol) server.
+- [xzq.xu/jvm-mcp-server](https://github.com/xzq-xu/jvm-mcp-server) 📇 🏠 - An implementation project of a JVM-based MCP (Model Context Protocol) server.
- [yangkyeongmo@/mcp-server-apache-airflow](https://github.com/yangkyeongmo/mcp-server-apache-airflow) 🐍 🏠 - MCP server that connects to [Apache Airflow](https://airflow.apache.org/) using official client.
- [yikakia/godoc-mcp-server](https://github.com/yikakia/godoc-mcp-server) 🏎️ ☁️ 🪟 🐧 🍎 - Query Go package information on pkg.go.dev
- [yiwenlu66/PiloTY](https://github.com/yiwenlu66/PiloTY) 🐍 🏠 - AI pilot for PTY operations enabling agents to control interactive terminals with stateful sessions, SSH connections, and background process management
@@ -589,7 +588,7 @@ Tools and integrations that enhance the development workflow and environment man
- [zaizaizhao/mcp-swagger-server](https://github.com/zaizaizhao/mcp-swagger-server) 📇 ☁️ 🏠 - A Model Context Protocol (MCP) server that converts OpenAPI/Swagger specifications to MCP format, enabling AI assistants to interact with REST APIs through standardized protocol.
- [zcaceres/fetch-mcp](https://github.com/zcaceres/fetch-mcp) 📇 🏠 - An MCP server to flexibly fetch JSON, text, and HTML data
- [zenml-io/mcp-zenml](https://github.com/zenml-io/mcp-zenml) 🐍 🏠 ☁️ - An MCP server to connect with your [ZenML](https://www.zenml.io) MLOps and LLMOps pipelines
-- [zillow/auto-mobile](https://github.com/zillow/auto-mobile) 📇 🏠 🐧 - Tool suite built around an MCP server for Android automation for developer workflow and testing
+- [zillow/auto-mobile](https://github.com/zillow/auto-mobile) 📇 🏠 🐧 - Tool suite built around an MCP server for Android automation for developer workflow and testing
### 🔒 Delivery
@@ -676,18 +675,18 @@ Provides direct access to local file systems with configurable permissions. Enab
- [janswist/mcp-dexscreener](https://github.com/janswist/mcp-dexscreener) 📇 ☁️ - Real-time on-chain market prices using open and free Dexscreener API
- [jjlabsio/korea-stock-mcp](https://github.com/jjlabsio/korea-stock-mcp) 📇 ☁️ - An MCP Server for Korean stock analysis using OPEN DART API and KRX API
- [kukapay/binance-alpha-mcp](https://github.com/kukapay/binance-alpha-mcp) 🐍 ☁️ - An MCP server for tracking Binance Alpha trades, helping AI agents optimize alpha point accumulation.
-- [kukapay/blockbeats-mcp](https://github.com/kukapay/blockbeats-mcp) 🐍 ☁️ - An MCP server that delivers blockchain news and in-depth articles from BlockBeats for AI agents.
-- [kukapay/blocknative-mcp](https://github.com/kukapay/blocknative-mcp) 🐍 ☁️ - Providing real-time gas price predictions across multiple blockchains, powered by Blocknative.
+- [kukapay/blockbeats-mcp](https://github.com/kukapay/blockbeats-mcp) 🐍 ☁️ - An MCP server that delivers blockchain news and in-depth articles from BlockBeats for AI agents.
+- [kukapay/blocknative-mcp](https://github.com/kukapay/blocknative-mcp) 🐍 ☁️ - Providing real-time gas price predictions across multiple blockchains, powered by Blocknative.
- [kukapay/bridge-rates-mcp](https://github.com/kukapay/bridge-rates-mcp) 📇 ☁️ - Delivering real-time cross-chain bridge rates and optimal transfer routes to onchain AI agents.
-- [kukapay/chainlink-feeds-mcp](https://github.com/kukapay/chainlink-feeds-mcp) 📇 ☁️ - Providing real-time access to Chainlink's decentralized on-chain price feeds.
-- [kukapay/chainlist-mcp](https://github.com/kukapay/chainlist-mcp) 📇 ☁️ - An MCP server that gives AI agents fast access to verified EVM chain information, including RPC URLs, chain IDs, explorers, and native tokens.
-- [kukapay/cointelegraph-mcp](https://github.com/kukapay/cointelegraph-mcp) 🐍 ☁️ - Providing real-time access to the latest news from Cointelegraph.
-- [kukapay/crypto-feargreed-mcp](https://github.com/kukapay/crypto-feargreed-mcp) 🐍 ☁️ - Providing real-time and historical Crypto Fear & Greed Index data.
+- [kukapay/chainlink-feeds-mcp](https://github.com/kukapay/chainlink-feeds-mcp) 📇 ☁️ - Providing real-time access to Chainlink's decentralized on-chain price feeds.
+- [kukapay/chainlist-mcp](https://github.com/kukapay/chainlist-mcp) 📇 ☁️ - An MCP server that gives AI agents fast access to verified EVM chain information, including RPC URLs, chain IDs, explorers, and native tokens.
+- [kukapay/cointelegraph-mcp](https://github.com/kukapay/cointelegraph-mcp) 🐍 ☁️ - Providing real-time access to the latest news from Cointelegraph.
+- [kukapay/crypto-feargreed-mcp](https://github.com/kukapay/crypto-feargreed-mcp) 🐍 ☁️ - Providing real-time and historical Crypto Fear & Greed Index data.
- [kukapay/crypto-indicators-mcp](https://github.com/kukapay/crypto-indicators-mcp) 🐍 ☁️ - An MCP server providing a range of cryptocurrency technical analysis indicators and strategie.
- [kukapay/crypto-liquidations-mcp](https://github.com/kukapay/crypto-liquidations-mcp) 🐍 ☁️ - Streams real-time cryptocurrency liquidation events from Binance.
- [kukapay/crypto-news-mcp](https://github.com/kukapay/crypto-news-mcp) 🐍 ☁️ - An MCP server that provides real-time cryptocurrency news sourced from NewsData for AI agents.
- [kukapay/crypto-orderbook-mcp](https://github.com/kukapay/crypto-orderbook-mcp) 🐍 ☁️ - Analyzing order book depth and imbalance across major crypto exchanges.
-- [kukapay/crypto-pegmon-mcp](https://github.com/kukapay/crypto-pegmon-mcp) 🐍 ☁️ - Tracking stablecoin peg integrity across multiple blockchains.
+- [kukapay/crypto-pegmon-mcp](https://github.com/kukapay/crypto-pegmon-mcp) 🐍 ☁️ - Tracking stablecoin peg integrity across multiple blockchains.
- [kukapay/crypto-portfolio-mcp](https://github.com/kukapay/crypto-portfolio-mcp) 🐍 ☁️ - An MCP server for tracking and managing cryptocurrency portfolio allocations.
- [kukapay/crypto-projects-mcp](https://github.com/kukapay/crypto-projects-mcp) 🐍 ☁️ - Providing cryptocurrency project data from Mobula.io to AI agents.
- [kukapay/crypto-rss-mcp](https://github.com/kukapay/crypto-rss-mcp) 🐍 ☁️ - An MCP server that aggregates real-time cryptocurrency news from multiple RSS feeds.
@@ -697,39 +696,39 @@ Provides direct access to local file systems with configurable permissions. Enab
- [kukapay/cryptopanic-mcp-server](https://github.com/kukapay/cryptopanic-mcp-server) 🐍 ☁️ - Providing latest cryptocurrency news to AI agents, powered by CryptoPanic.
- [kukapay/dao-proposals-mcp](https://github.com/kukapay/dao-proposals-mcp) 🐍 ☁️ - An MCP server that aggregates live governance proposals from major DAOs.
- [kukapay/defi-yields-mcp](https://github.com/kukapay/defi-yields-mcp) 🐍 ☁️ - An MCP server for AI agents to explore DeFi yield opportunities.
-- [kukapay/dune-analytics-mcp](https://github.com/kukapay/dune-analytics-mcp) 🐍 ☁️ - A mcp server that bridges Dune Analytics data to AI agents.
-- [kukapay/etf-flow-mcp](https://github.com/kukapay/etf-flow-mcp) 🐍 ☁️ - Delivering crypto ETF flow data to power AI agents' decision-making.
+- [kukapay/dune-analytics-mcp](https://github.com/kukapay/dune-analytics-mcp) 🐍 ☁️ - A mcp server that bridges Dune Analytics data to AI agents.
+- [kukapay/etf-flow-mcp](https://github.com/kukapay/etf-flow-mcp) 🐍 ☁️ - Delivering crypto ETF flow data to power AI agents' decision-making.
- [kukapay/freqtrade-mcp](https://github.com/kukapay/freqtrade-mcp) 🐍 ☁️ - An MCP server that integrates with the Freqtrade cryptocurrency trading bot.
- [kukapay/funding-rates-mcp](https://github.com/kukapay/funding-rates-mcp) 🐍 ☁️ - Providing real-time funding rate data across major crypto exchanges.
- [kukapay/hyperliquid-info-mcp](https://github.com/kukapay/hyperliquid-info-mcp) 🐍 ☁️ - An MCP server that provides real-time data and insights from the Hyperliquid perp DEX for use in bots, dashboards, and analytics.
- [kukapay/hyperliquid-whalealert-mcp](https://github.com/kukapay/hyperliquid-whalealert-mcp) 🐍 ☁️ - An MCP server that provides real-time whale alerts on Hyperliquid, flagging positions with a notional value exceeding $1 million.
- [kukapay/jupiter-mcp](https://github.com/kukapay/jupiter-mcp) 🐍 ☁️ - An MCP server for executing token swaps on the Solana blockchain using Jupiter's new Ultra API.
-- [kukapay/pancakeswap-poolspy-mcp](https://github.com/kukapay/pancakeswap-poolspy-mcp) 🐍 ☁️ - An MCP server that tracks newly created pools on Pancake Swap.
+- [kukapay/pancakeswap-poolspy-mcp](https://github.com/kukapay/pancakeswap-poolspy-mcp) 🐍 ☁️ - An MCP server that tracks newly created pools on Pancake Swap.
- [kukapay/pumpswap-mcp](https://github.com/kukapay/pumpswap-mcp) 🐍 ☁️ - Enabling AI agents to interact with PumpSwap for real-time token swaps and automated on-chain trading.
- [kukapay/raydium-launchlab-mcp](https://github.com/kukapay/raydium-launchlab-mcp) 🐍 ☁️ - An MCP server that enables AI agents to launch, buy, and sell tokens on the Raydium Launchpad(aka LaunchLab).
- [kukapay/rug-check-mcp](https://github.com/kukapay/rug-check-mcp) 🐍 ☁️ - An MCP server that detects potential risks in Solana meme tokens.
- [kukapay/sui-trader-mcp](https://github.com/kukapay/sui-trader-mcp) 📇 ☁️ - An MCP server designed for AI agents to perform optimal token swaps on the Sui blockchain.
-- [kukapay/thegraph-mcp](https://github.com/kukapay/thegraph-mcp) 🐍 ☁️ - An MCP server that powers AI agents with indexed blockchain data from The Graph.
-- [kukapay/token-minter-mcp](https://github.com/kukapay/token-minter-mcp) 🐍 ☁️ - An MCP server providing tools for AI agents to mint ERC-20 tokens across multiple blockchains.
+- [kukapay/thegraph-mcp](https://github.com/kukapay/thegraph-mcp) 🐍 ☁️ - An MCP server that powers AI agents with indexed blockchain data from The Graph.
+- [kukapay/token-minter-mcp](https://github.com/kukapay/token-minter-mcp) 🐍 ☁️ - An MCP server providing tools for AI agents to mint ERC-20 tokens across multiple blockchains.
- [kukapay/token-revoke-mcp](https://github.com/kukapay/token-revoke-mcp) 🐍 ☁️ - An MCP server for checking and revoking ERC-20 token allowances across multiple blockchains.
- [kukapay/twitter-username-changes-mcp](https://github.com/kukapay/twitter-username-changes-mcp) 🐍 ☁️ - An MCP server that tracks the historical changes of Twitter usernames.
-- [kukapay/uniswap-poolspy-mcp](https://github.com/kukapay/uniswap-poolspy-mcp) 🐍 ☁️ - An MCP server that tracks newly created liquidity pools on Uniswap across multiple blockchains.
-- [kukapay/uniswap-price-mcp](https://github.com/kukapay/uniswap-price-mcp) 📇 ☁️ - An MCP server that tracks newly created liquidity pools on Uniswap across multiple blockchains.
-- [kukapay/uniswap-trader-mcp](https://github.com/kukapay/uniswap-trader-mcp) 🐍 ☁️ - An MCP server that delivers real-time token prices from Uniswap V3 across multiple chains.
-- [kukapay/wallet-inspector-mcp](https://github.com/kukapay/wallet-inspector-mcp) 🐍 ☁️ - An MCP server that empowers AI agents to inspect any wallet’s balance and onchain activity across major EVM chains and Solana chain.
-- [kukapay/web3-jobs-mcp](https://github.com/kukapay/web3-jobs-mcp) 🐍 ☁️ - An MCP server that provides AI agents with real-time access to curated Web3 jobs.
-- [kukapay/whale-tracker-mcp](https://github.com/kukapay/whale-tracker-mcp) 🐍 ☁️ - A mcp server for tracking cryptocurrency whale transactions.
+- [kukapay/uniswap-poolspy-mcp](https://github.com/kukapay/uniswap-poolspy-mcp) 🐍 ☁️ - An MCP server that tracks newly created liquidity pools on Uniswap across multiple blockchains.
+- [kukapay/uniswap-price-mcp](https://github.com/kukapay/uniswap-price-mcp) 📇 ☁️ - An MCP server that tracks newly created liquidity pools on Uniswap across multiple blockchains.
+- [kukapay/uniswap-trader-mcp](https://github.com/kukapay/uniswap-trader-mcp) 🐍 ☁️ - An MCP server that delivers real-time token prices from Uniswap V3 across multiple chains.
+- [kukapay/wallet-inspector-mcp](https://github.com/kukapay/wallet-inspector-mcp) 🐍 ☁️ - An MCP server that empowers AI agents to inspect any wallet’s balance and onchain activity across major EVM chains and Solana chain.
+- [kukapay/web3-jobs-mcp](https://github.com/kukapay/web3-jobs-mcp) 🐍 ☁️ - An MCP server that provides AI agents with real-time access to curated Web3 jobs.
+- [kukapay/whale-tracker-mcp](https://github.com/kukapay/whale-tracker-mcp) 🐍 ☁️ - A mcp server for tracking cryptocurrency whale transactions.
- [laukikk/alpaca-mcp](https://github.com/laukikk/alpaca-mcp) 🐍 ☁️ - An MCP Server for the Alpaca trading API to manage stock and crypto portfolios, place trades, and access market data.
-- [logotype/fixparser](https://gitlab.com/logotype/fixparser) 🎖 📇 ☁️ 🏠 📟 - FIX Protocol (send orders, market data, etc.) written in TypeScript.
+- [logotype/fixparser](https://gitlab.com/logotype/fixparser) 🎖 📇 ☁️ 🏠 📟 - FIX Protocol (send orders, market data, etc.) written in TypeScript.
- [longportapp/openapi](https://github.com/longportapp/openapi/tree/main/mcp) - 🐍 ☁️ - LongPort OpenAPI provides real-time stock market data, provides AI access analysis and trading capabilities through MCP.
- [mcpdotdirect/evm-mcp-server](https://github.com/mcpdotdirect/evm-mcp-server) 📇 ☁️ - Comprehensive blockchain services for 30+ EVM networks, supporting native tokens, ERC20, NFTs, smart contracts, transactions, and ENS resolution.
- [mcpdotdirect/starknet-mcp-server](https://github.com/mcpdotdirect/starknet-mcp-server) 📇 ☁️ - Comprehensive Starknet blockchain integration with support for native tokens (ETH, STRK), smart contracts, StarknetID resolution, and token transfers.
-- [minhyeoky/mcp-server-ledger](https://github.com/minhyeoky/mcp-server-ledger) 🐍 🏠 - A ledger-cli integration for managing financial transactions and generating reports.
+- [minhyeoky/mcp-server-ledger](https://github.com/minhyeoky/mcp-server-ledger) 🐍 🏠 - A ledger-cli integration for managing financial transactions and generating reports.
- [narumiruna/yfinance-mcp](https://github.com/narumiruna/yfinance-mcp) 🐍 ☁️ - An MCP server that uses yfinance to obtain information from Yahoo Finance.
- [OctagonAI/octagon-mcp-server](https://github.com/OctagonAI/octagon-mcp-server) 🐍 ☁️ - Octagon AI Agents to integrate private and public market data
-- [openMF/mcp-mifosx](https://github.com/openMF/mcp-mifosx) ☁️ 🏠 - A core banking integration for managing clients, loans, savings, shares, financial transactions and generating financial reports.
-- [polygon-io/mcp_polygon)](https://github.com/polygon-io/mcp_polygon)) 🐍 ☁️ - An MCP server that provides access to [Polygon.io](https://polygon.io/) financial market data APIs for stocks, indices, forex, options, and more.
-- [pwh-pwh/coin-mcp-server](https://github.com/pwh-pwh/coin-mcp-server) 🐍 ☁️ - Bitget API to fetch cryptocurrency price.
+- [openMF/mcp-mifosx](https://github.com/openMF/mcp-mifosx) ☁️ 🏠 - A core banking integration for managing clients, loans, savings, shares, financial transactions and generating financial reports.
+- [polygon-io/mcp_polygon)](https://github.com/polygon-io/mcp_polygon)) 🐍 ☁️ - An MCP server that provides access to [Polygon.io](https://polygon.io/) financial market data APIs for stocks, indices, forex, options, and more.
+- [pwh-pwh/coin-mcp-server](https://github.com/pwh-pwh/coin-mcp-server) 🐍 ☁️ - Bitget API to fetch cryptocurrency price.
- [QuantConnect/mcp-server](https://github.com/QuantConnect/mcp-server) 🐍 ☁️ – A Dockerized Python MCP server that bridges your local AI (e.g., Claude Desktop, etc) with the QuantConnect API—empowering you to create projects, backtest strategies, manage collaborators, and deploy live-trading workflows directly via natural-language prompts.
- [QuantGeekDev/coincap-mcp](https://github.com/QuantGeekDev/coincap-mcp) 📇 ☁️ - Real-time cryptocurrency market data integration using CoinCap's public API, providing access to crypto prices and market information without API keys
- [QuentinCody/braintree-mcp-server](https://github.com/QuentinCody/braintree-mcp-server) 🐍 - Unofficial PayPal Braintree payment gateway MCP Server for AI agents to process payments, manage customers, and handle transactions securely.
@@ -740,7 +739,7 @@ Provides direct access to local file systems with configurable permissions. Enab
- [tatumio/blockchain-mcp](https://github.com/tatumio/blockchain-mcp) ☁️ - MCP server for Blockchain Data. It provides access to Tatum's blockchain API across 130+ networks with tools including RPC Gateway and Blockchain Data insights.
- [ThomasMarches/substrate-mcp-rs](https://github.com/ThomasMarches/substrate-mcp-rs) 🦀 🏠 - An MCP server implementation to interact with Substrate-based blockchains. Built with Rust and interfacing the [subxt](https://github.com/paritytech/subxt) crate.
- [tooyipjee/yahoofinance-mcp](https://github.com/tooyipjee/yahoofinance-mcp.git) 📇 ☁️ - TS version of yahoo finance mcp.
-- [Trade-Agent/trade-agent-mcp](https://github.com/Trade-Agent/trade-agent-mcp.git) 🎖️ ☁️ - Trade stocks and crypto on common brokerages (Robinhood, E*Trade, Coinbase, Kraken) via Trade Agent's MCP server.
+- [Trade-Agent/trade-agent-mcp](https://github.com/Trade-Agent/trade-agent-mcp.git) 🎖️ ☁️ - Trade stocks and crypto on common brokerages (Robinhood, E\*Trade, Coinbase, Kraken) via Trade Agent's MCP server.
- [twelvedata/mcp](https://github.com/twelvedata/mcp) 🐍 ☁️ - Interact with [Twelve Data](https://twelvedata.com) APIs to access real-time and historical financial market data for your AI agents.
- [wowinter13/solscan-mcp](https://github.com/wowinter13/solscan-mcp) 🦀 🏠 - An MCP tool for querying Solana transactions using natural language with Solscan API.
- [Wuye-AI/mcp-server-wuye-ai](https://github.com/wuye-ai/mcp-server-wuye-ai) 🎖️ 📇 ☁️ - An MCP server that interact with capabilities of the CRIC Wuye AI platform, an intelligent assistant specifically for the property management industry.
@@ -772,7 +771,6 @@ Integration with gaming related data, game engines, and services
Persistent memory storage using knowledge graph structures. Enables AI models to maintain and query structured information across sessions.
-
- [0xshellming/mcp-summarizer](https://github.com/0xshellming/mcp-summarizer) 📕 ☁️ - AI Summarization MCP Server, Support for multiple content types: Plain text, Web pages, PDF documents, EPUB books, HTML content
- [apecloud/ApeRAG](https://github.com/apecloud/ApeRAG) 🐍 ☁️ 🏠 - Production-ready RAG platform combining Graph RAG, vector search, and full-text search. Best choice for building your own Knowledge Graph and for Context Engineering
- [chatmcp/mcp-server-chatsum](https://github.com/chatmcp/mcp-server-chatsum) - Query and summarize your chat messages with AI prompts.
@@ -801,13 +799,13 @@ Persistent memory storage using knowledge graph structures. Enables AI models to
Location-based services and mapping tools. Enables AI models to work with geographic data, weather information, and location-based analytics.
-- [briandconnelly/mcp-server-ipinfo](https://github.com/briandconnelly/mcp-server-ipinfo) 🐍 ☁️ - IP address geolocation and network information using IPInfo API
+- [briandconnelly/mcp-server-ipinfo](https://github.com/briandconnelly/mcp-server-ipinfo) 🐍 ☁️ - IP address geolocation and network information using IPInfo API
- [cqtrinv/trinvmcp](https://github.com/cqtrinv/trinvmcp) 📇 ☁️ - Explore French communes and cadastral parcels based on name and surface
- [devilcoder01/weather-mcp-server](https://github.com/devilcoder01/weather-mcp-server) 🐍 ☁️ - Access real-time weather data for any location using the WeatherAPI.com API, providing detailed forecasts and current conditions.
-- [ip2location/mcp-ip2location-io](https://github.com/ip2location/mcp-ip2location-io) 🐍 ☁️ - Official IP2Location.io MCP server to obtain the geolocation, proxy and network information of an IP address utilizing IP2Location.io API.
+- [ip2location/mcp-ip2location-io](https://github.com/ip2location/mcp-ip2location-io) 🐍 ☁️ - Official IP2Location.io MCP server to obtain the geolocation, proxy and network information of an IP address utilizing IP2Location.io API.
- [ipfind/ipfind-mcp-server](https://github.com/ipfind/ipfind-mcp-server) 🐍 ☁️ - IP Address location service using the [IP Find](https://ipfind.com) API
- [ipfred/aiwen-mcp-server-geoip](https://github.com/ipfred/aiwen-mcp-server-geoip) 🐍 📇 ☁️ – MCP Server for the Aiwen IP Location, Get user network IP location, get IP details (country, province, city, lat, lon, ISP, owner, etc.)
-- [iplocate/mcp-server-iplocate](https://github.com/iplocate/mcp-server-iplocate) 🎖️ 📇 🏠 - Look up IP address geolocation, network information, detect proxies and VPNs, and find abuse contact details using IPLocate.io
+- [iplocate/mcp-server-iplocate](https://github.com/iplocate/mcp-server-iplocate) 🎖️ 📇 🏠 - Look up IP address geolocation, network information, detect proxies and VPNs, and find abuse contact details using IPLocate.io
- [jagan-shanmugam/open-streetmap-mcp](https://github.com/jagan-shanmugam/open-streetmap-mcp) 🐍 🏠 - An OpenStreetMap MCP server with location-based services and geospatial data.
- [kukapay/nearby-search-mcp](https://github.com/kukapay/nearby-search-mcp) 🐍 ☁️ - An MCP server for nearby place searches with IP-based location detection.
- [mahdin75/geoserver-mcp](https://github.com/mahdin75/geoserver-mcp) 🏠 – A Model Context Protocol (MCP) server implementation that connects LLMs to the GeoServer REST API, enabling AI assistants to interact with geospatial data and services.
@@ -818,7 +816,7 @@ Location-based services and mapping tools. Enables AI models to work with geogra
- [SaintDoresh/Weather-MCP-ClaudeDesktop](https://github.com/SaintDoresh/Weather-MCP-ClaudeDesktop.git) 🐍 ☁️ - An MCP tool that provides real-time weather data, forecasts, and historical weather information using the OpenWeatherMap API.
- [SecretiveShell/MCP-timeserver](https://github.com/SecretiveShell/MCP-timeserver) 🐍 🏠 - Access the time in any timezone and get the current local time
- [stadiamaps/stadiamaps-mcp-server-ts](https://github.com/stadiamaps/stadiamaps-mcp-server-ts) 📇 ☁️ - A MCP server for Stadia Maps' Location APIs - Lookup addresses, places with geocoding, find time zones, create routes and static maps
-- [TimLukaHorstmann/mcp-weather](https://github.com/TimLukaHorstmann/mcp-weather) 📇 ☁️ - Accurate weather forecasts via the AccuWeather API (free tier available).
+- [TimLukaHorstmann/mcp-weather](https://github.com/TimLukaHorstmann/mcp-weather) 📇 ☁️ - Accurate weather forecasts via the AccuWeather API (free tier available).
- [trackmage/trackmage-mcp-server](https://github.com/trackmage/trackmage-mcp-server) 📇 - Shipment tracking api and logistics management capabilities through the [TrackMage API] (https://trackmage.com/)
- [webcoderz/MCP-Geo](https://github.com/webcoderz/MCP-Geo) 🐍 🏠 - Geocoding MCP server for nominatim, ArcGIS, Bing
@@ -828,13 +826,12 @@ Tools for creating and editing marketing content, working with web meta data, pr
- [gomarble-ai/facebook-ads-mcp-server](https://github.com/gomarble-ai/facebook-ads-mcp-server) 🐍 ☁️ - MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features.
- [gomarble-ai/google-ads-mcp-server](https://github.com/gomarble-ai/google-ads-mcp-server) 🐍 ☁️ - MCP server acting as an interface to the Google Ads, enabling programmatic access to Google Ads data and management features.
-- [marketplaceadpros/amazon-ads-mcp-server](https://github.com/MarketplaceAdPros/amazon-ads-mcp-server) 📇 ☁️ - Enables tools to interact with Amazon Advertising, analyzing campaign metrics and configurations.
+- [marketplaceadpros/amazon-ads-mcp-server](https://github.com/MarketplaceAdPros/amazon-ads-mcp-server) 📇 ☁️ - Enables tools to interact with Amazon Advertising, analyzing campaign metrics and configurations.
- [open-strategy-partners/osp_marketing_tools](https://github.com/open-strategy-partners/osp_marketing_tools) 🐍 🏠 - A suite of marketing tools from Open Strategy Partners including writing style, editing codes, and product marketing value map creation.
- [pipeboard-co/meta-ads-mcp](https://github.com/pipeboard-co/meta-ads-mcp) 🐍 ☁️ 🏠 - Meta Ads automation that just works. Trusted by 10,000+ businesses to analyze performance, test creatives, optimize spend, and scale results — simply and reliably.
- [stape-io/stape-mcp-server](https://github.com/stape-io/stape-mcp-server) 📇 ☁️ – This project implements an MCP (Model Context Protocol) server for the Stape platform. It allows interaction with the Stape API using AI assistants like Claude or AI-powered IDEs like Cursor.
- [stape-io/google-tag-manager-mcp-server](https://github.com/stape-io/google-tag-manager-mcp-server) 📇 ☁️ – This server supports remote MCP connections, includes built-in Google OAuth, and provide an interface to the Google Tag Manager API.
-
### 📊 Monitoring
Access and analyze application monitoring data. Enables AI models to review error reports and performance metrics.
@@ -853,7 +850,7 @@ Access and analyze application monitoring data. Enables AI models to review erro
- [seekrays/mcp-monitor](https://github.com/seekrays/mcp-monitor) 🏎️ 🏠 - A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). This tool allows LLMs to retrieve real-time system information through an MCP-compatible interface.（support CPU、Memory、Disk、Network、Host、Process）
- [tumf/grafana-loki-mcp](https://github.com/tumf/grafana-loki-mcp) 🐍 🏠 - An MCP server that allows querying Loki logs through the Grafana API.
- [VictoriaMetrics-Community/mcp-victoriametrics](https://github.com/VictoriaMetrics-Community/mcp-victoriametrics) 🎖️ 🏎️ 🏠 - Provides comprehensive integration with your [VictoriaMetrics instance APIs](https://docs.victoriametrics.com/victoriametrics/url-examples/) and [documentation](https://docs.victoriametrics.com/) for monitoring, observability, and debugging tasks related to your VictoriaMetrics instances
-- [imprvhub/mcp-status-observer](https://github.com/imprvhub/mcp-status-observer) 📇 ☁️ - Model Context Protocol server for monitoring Operational Status of major digital platforms in Claude Desktop.
+- [imprvhub/mcp-status-observer](https://github.com/imprvhub/mcp-status-observer) 📇 ☁️ - Model Context Protocol server for monitoring Operational Status of major digital platforms in Claude Desktop.
- [inspektor-gadget/ig-mcp-server](https://github.com/inspektor-gadget/ig-mcp-server) 🏎️ ☁️ 🏠 🐧 🪟 🍎 - Debug your Container and Kubernetes workloads with an AI interface powered by eBPF.
- [yshngg/pmcp](https://github.com/yshngg/pmcp) 🏎️ ☁️ 🏠 🍎 🪟 🐧 - A Prometheus Model Context Protocol Server.
@@ -863,7 +860,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [ananddtyagi/gif-creator-mcp](https://github.com/ananddtyagi/gif-creator-mcp/tree/main) 📇 🏠 - A MCP server for creating GIFs from your videos.
- [bogdan01m/zapcap-mcp-server](https://github.com/bogdan01m/zapcap-mcp-server) 🐍 ☁️ - MCP server for ZapCap API providing video caption and B-roll generation via natural language
-- [stass/exif-mcp](https://github.com/stass/exif-mcp) 📇 🏠 🐧 🍎 🪟 - A MCP server that allows one to examine image metadata like EXIF, XMP, JFIF and GPS. This provides foundation for LLM-powered search and analysis of photo librares and image collections.
+- [stass/exif-mcp](https://github.com/stass/exif-mcp) 📇 🏠 🐧 🍎 🪟 - A MCP server that allows one to examine image metadata like EXIF, XMP, JFIF and GPS. This provides foundation for LLM-powered search and analysis of photo librares and image collections.
- [sunriseapps/imagesorcery-mcp](https://github.com/sunriseapps/imagesorcery-mcp) 🐍 🏠 🐧 🍎 🪟 - ComputerVision-based 🪄 sorcery of image recognition and editing tools for AI assistants.
- [video-creator/ffmpeg-mcp](https://github.com/video-creator/ffmpeg-mcp.git) 🎥 🔊 - Using ffmpeg command line to achieve an mcp server, can be very convenient, through the dialogue to achieve the local video search, tailoring, stitching, playback and other functions
@@ -878,8 +875,8 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [ac3xx/mcp-servers-kagi](https://github.com/ac3xx/mcp-servers-kagi) 📇 ☁️ - Kagi search API integration
- [adawalli/nexus](https://github.com/adawalli/nexus) 📇 ☁️ - AI-powered web search server using Perplexity Sonar models with source citations. Zero-install setup via NPX.
- [ananddtyagi/webpage-screenshot-mcp](https://github.com/ananddtyagi/webpage-screenshot-mcp) 📇 🏠 - A MCP server for taking screenshots of webpages to use as feedback during UI developement.
-- [andybrandt/mcp-simple-arxiv](https://github.com/andybrandt/mcp-simple-arxiv) - 🐍 ☁️ MCP for LLM to search and read papers from arXiv
-- [andybrandt/mcp-simple-pubmed](https://github.com/andybrandt/mcp-simple-pubmed) - 🐍 ☁️ MCP to search and read medical / life sciences papers from PubMed.
+- [andybrandt/mcp-simple-arxiv](https://github.com/andybrandt/mcp-simple-arxiv) - 🐍 ☁️ MCP for LLM to search and read papers from arXiv
+- [andybrandt/mcp-simple-pubmed](https://github.com/andybrandt/mcp-simple-pubmed) - 🐍 ☁️ MCP to search and read medical / life sciences papers from PubMed.
- [angheljf/nyt](https://github.com/angheljf/nyt) 📇 ☁️ - Search articles using the NYTimes API
- [apify/mcp-server-rag-web-browser](https://github.com/apify/mcp-server-rag-web-browser) 📇 ☁️ - An MCP server for Apify's open-source RAG Web Browser Actor to perform web searches, scrape URLs, and return content in Markdown.
- [Bigsy/Clojars-MCP-Server](https://github.com/Bigsy/Clojars-MCP-Server) 📇 ☁️ - Clojars MCP Server for upto date dependency information of Clojure libraries
@@ -963,7 +960,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [co-browser/attestable-mcp-server](https://github.com/co-browser/attestable-mcp-server) 🐍 🏠 ☁️ 🐧 - An MCP server running inside a trusted execution environment (TEE) via Gramine, showcasing remote attestation using [RA-TLS](https://gramine.readthedocs.io/en/stable/attestation.html). This allows an MCP client to verify the server before conencting.
- [dkvdm/onepassword-mcp-server](https://github.com/dkvdm/onepassword-mcp-server) - An MCP server that enables secure credential retrieval from 1Password to be used by Agentic AI.
- [firstorderai/authenticator_mcp](https://github.com/firstorderai/authenticator_mcp) 📇 🏠 🍎 🪟 🐧 – A secure MCP (Model Context Protocol) server that enables AI agents to interact with the Authenticator App.
-- [fosdickio/binary_ninja_mcp](https://github.com/fosdickio/binary_ninja_mcp) 🐍 🏠 🍎 🪟 🐧 - A Binary Ninja plugin, MCP server, and bridge that seamlessly integrates [Binary Ninja](https://binary.ninja) with your favorite MCP client. It enables you to automate the process of performing binary analysis and reverse engineering.
+- [fosdickio/binary_ninja_mcp](https://github.com/fosdickio/binary_ninja_mcp) 🐍 🏠 🍎 🪟 🐧 - A Binary Ninja plugin, MCP server, and bridge that seamlessly integrates [Binary Ninja](https://binary.ninja) with your favorite MCP client. It enables you to automate the process of performing binary analysis and reverse engineering.
- [fr0gger/MCP_Security](https://github.com/fr0gger/MCP_Security) 📇 ☁️ - MCP server for querying the ORKL API. This server provides tools for fetching threat reports, analyzing threat actors, and retrieving intelligence sources.
- [Gaffx/volatility-mcp](https://github.com/Gaffx/volatility-mcp) - MCP server for Volatility 3.x, allowing you to perform memory forensics analysis with AI assistant. Experience memory forensics without barriers as plugins like pslist and netscan become accessible through clean REST APIs and LLMs.
- [gbrigandi/mcp-server-cortex](https://github.com/gbrigandi/mcp-server-cortex) 🦀 🏠 🚨 🍎 🪟 🐧 - A Rust-based MCP server to integrate Cortex, enabling observable analysis and automated security responses through AI.
@@ -985,7 +982,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [safedep/vet](https://github.com/safedep/vet/blob/main/docs/mcp.md) 🎖️ 🏎️ ☁️ 🍎 🪟 🐧 - vet-mcp checks open source packages—like those suggested by AI coding tools—for vulnerabilities and malicious code. It supports npm and PyPI, and runs locally via Docker or as a standalone binary for fast, automated vetting.
- [sanyambassi/ciphertrust-manager-mcp-server](https://github.com/sanyambassi/ciphertrust-manager-mcp-server) 🐍 ☁️ 🏠 🐧 🪟 - MCP server for Thales CipherTrust Manager integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants.
- [sanyambassi/thales-cdsp-cakm-mcp-server](https://github.com/sanyambassi/thales-cdsp-cakm-mcp-server) 🐍 ☁️ 🏠 🐧 🪟 - MCP server for Thales CDSP CAKM integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants for Ms SQL and Oracle Databases.
-- [sanyambassi/thales-cdsp-crdp-mcp-server](https://github.com/sanyambassi/thales-cdsp-crdp-mcp-server) 📇 ☁️ 🏠 🐧 🪟 - MCP server for Thales CipherTrust Manager RestFul Data Protection service.
+- [sanyambassi/thales-cdsp-crdp-mcp-server](https://github.com/sanyambassi/thales-cdsp-crdp-mcp-server) 📇 ☁️ 🏠 🐧 🪟 - MCP server for Thales CipherTrust Manager RestFul Data Protection service.
- [securityfortech/secops-mcp](https://github.com/securityfortech/secops-mcp) 🐍 🏠 - All-in-one security testing toolbox that brings together popular open source tools through a single MCP interface. Connected to an AI agent, it enables tasks like pentesting, bug bounty hunting, threat hunting, and more.
- [semgrep/mcp](https://github.com/semgrep/mcp) 📇 ☁️ Allow AI agents to scan code for security vulnerabilites using [Semgrep](https://semgrep.dev).
- [slouchd/cyberchef-api-mcp-server](https://github.com/slouchd/cyberchef-api-mcp-server) 🐍 ☁️ - MCP server for interacting with the CyberChef server API which will allow an MCP client to utilise the CyberChef operations.
@@ -1005,7 +1002,7 @@ Integration with social media platforms to allow posting, analytics, and interac
- [HagaiHen/facebook-mcp-server](https://github.com/HagaiHen/facebook-mcp-server) 🐍 ☁️ - Integrates with Facebook Pages to enable direct management of posts, comments, and engagement metrics through the Graph API for streamlined social media management.
- [karanb192/reddit-buddy-mcp](https://github.com/karanb192/reddit-buddy-mcp) 📇 🏠 - Browse Reddit posts, search content, and analyze user activity without API keys. Works out-of-the-box with Claude Desktop.
- [kunallunia/twitter-mcp](https://github.com/LuniaKunal/mcp-twitter) 🐍 🏠 - All-in-one Twitter management solution providing timeline access, user tweet retrieval, hashtag monitoring, conversation analysis, direct messaging, sentiment analysis of a post, and complete post lifecycle control - all through a streamlined API.
-- [macrocosm-os/macrocosmos-mcp](https://github.com/macrocosm-os/macrocosmos-mcp) - 🎖️ 🐍 ☁️ Access real-time X/Reddit/YouTube data directly in your LLM applications with search phrases, users, and date filtering.
+- [macrocosm-os/macrocosmos-mcp](https://github.com/macrocosm-os/macrocosmos-mcp) - 🎖️ 🐍 ☁️ Access real-time X/Reddit/YouTube data directly in your LLM applications with search phrases, users, and date filtering.
- [sinanefeozler/reddit-summarizer-mcp](https://github.com/sinanefeozler/reddit-summarizer-mcp) 🐍 🏠 ☁️ - MCP server for summarizing users's Reddit homepage or any subreddit based on posts and comments.
### 🏃 Sports
@@ -1020,7 +1017,6 @@ Tools for accessing sports-related data, results, and statistics.
- [willvelida/mcp-afl-server](https://github.com/willvelida/mcp-afl-server) ☁️ - MCP server that integrates with the Squiggle API to provide information on Australian Football League teams, ladder standings, results, tips, and power rankings.
- [cloudbet/sports-mcp-server](https://github.com/cloudbet/sports-mcp-server) 🏎️ ☁️ – Access structured sports data via the Cloudbet API. Query upcoming events, live odds, stake limits, and market info across soccer, basketball, tennis, esports, and more.
-
### 🎧 Support & Service Management
Tools for managing customer support, IT service management, and helpdesk operations.
@@ -1100,9 +1096,9 @@ Interact with Git repositories and version control platforms. Enables repository
- [altinoren/utopia](https://github.com/altinoren/Utopia) #️⃣ 🏠 - MCP that simulates a set of smart home and lifestyle devices, allowing you to test agent's reasoning and discovery capabilities.
- [Amazon Bedrock Nova Canvas](https://github.com/zxkane/mcp-server-amazon-bedrock) 📇 ☁️ - Use Amazon Nova Canvas model for image generation.
- [amidabuddha/unichat-mcp-server](https://github.com/amidabuddha/unichat-mcp-server) 🐍/📇 ☁️ - Send requests to OpenAI, MistralAI, Anthropic, xAI, Google AI or DeepSeek using MCP protocol via tool or predefined prompts. Vendor API key required
-- [anaisbetts/mcp-installer](https://github.com/anaisbetts/mcp-installer) 🐍 🏠 - An MCP server that installs other MCP servers for you.
+- [anaisbetts/mcp-installer](https://github.com/anaisbetts/mcp-installer) 🐍 🏠 - An MCP server that installs other MCP servers for you.
- [anaisbetts/mcp-youtube](https://github.com/anaisbetts/mcp-youtube) 📇 ☁️ - Fetch YouTube subtitles
-- [andybrandt/mcp-simple-openai-assistant](https://github.com/andybrandt/mcp-simple-openai-assistant) - 🐍 ☁️ MCP to talk to OpenAI assistants (Claude can use any GPT model as his assitant)
+- [andybrandt/mcp-simple-openai-assistant](https://github.com/andybrandt/mcp-simple-openai-assistant) - 🐍 ☁️ MCP to talk to OpenAI assistants (Claude can use any GPT model as his assitant)
- [andybrandt/mcp-simple-timeserver](https://github.com/andybrandt/mcp-simple-timeserver) 🐍 🏠☁️ - An MCP server that allows checking local time on the client machine or current UTC time from an NTP server
- [apify/actors-mcp-server](https://github.com/apify/actors-mcp-server) 📇 ☁️ - Use 3,000+ pre-built cloud tools, known as Actors, to extract data from websites, e-commerce, social media, search engines, maps, and more
- [apinetwork/piapi-mcp-server](https://github.com/apinetwork/piapi-mcp-server) 📇 ☁️ PiAPI MCP server makes users able to generate media content with Midjourney/Flux/Kling/Hunyuan/Udio/Trellis directly from Claude or any other MCP-compatible apps.
@@ -1129,7 +1125,7 @@ Interact with Git repositories and version control platforms. Enables repository
- [evalstate/mcp-miro](https://github.com/evalstate/mcp-miro) 📇 ☁️ - Access MIRO whiteboards, bulk create and read items. Requires OAUTH key for REST API.
- [feuerdev/keep-mcp](https://github.com/feuerdev/keep-mcp) 🐍 ☁️ - Read, create, update and delete Google Keep notes.
- [fotoetienne/gqai](https://github.com/fotoetienne/gqai) 🏎 🏠 - Define tools using regular GraphQL queries/mutations and gqai automatically generates an MCP server for you.
-- [future-audiences/wikimedia-enterprise-model-context-protocol](https://gitlab.wikimedia.org/repos/future-audiences/wikimedia-enterprise-model-context-protocol) 🐍 ☁️ - Wikipedia Article lookup API
+- [future-audiences/wikimedia-enterprise-model-context-protocol](https://gitlab.wikimedia.org/repos/future-audiences/wikimedia-enterprise-model-context-protocol) 🐍 ☁️ - Wikipedia Article lookup API
- [githejie/mcp-server-calculator](https://github.com/githejie/mcp-server-calculator) 🐍 🏠 - This server enables LLMs to use calculator for precise numerical calculations
- [gotoolkits/DifyWorkflow](https://github.com/gotoolkits/mcp-difyworkflow-server) - 🏎️ ☁️ Tools to the query and execute of Dify workflows
- [growilabs/growi-mcp-server](https://github.com/growilabs/growi-mcp-server) 🎖️ 📇 ☁️ - Official MCP Server to integrate with GROWI APIs.
From ee92799528594bab2ca3763ea71d2abb86d66f78 Mon Sep 17 00:00:00 2001
From: Vladimir Daskalov
Date: Sat, 27 Sep 2025 11:23:54 +0200
Subject: [PATCH 209/504] feat: revert syntax issues
---
README.md | 247 ++++++++++++++++++++++++++++--------------------------
1 file changed, 126 insertions(+), 121 deletions(-)
diff --git a/README.md b/README.md
index 7ddc41c3..da947cb1 100644
--- a/README.md
+++ b/README.md
@@ -12,14 +12,14 @@
A curated list of awesome Model Context Protocol (MCP) servers.
-- [What is MCP?](#what-is-mcp)
-- [Clients](#clients)
-- [Tutorials](#tutorials)
-- [Community](#community)
-- [Legend](#legend)
-- [Server Implementations](#server-implementations)
-- [Frameworks](#frameworks)
-- [Tips & Tricks](#tips-and-tricks)
+* [What is MCP?](#what-is-mcp)
+* [Clients](#clients)
+* [Tutorials](#tutorials)
+* [Community](#community)
+* [Legend](#legend)
+* [Server Implementations](#server-implementations)
+* [Frameworks](#frameworks)
+* [Tips & Tricks](#tips-and-tricks)
## What is MCP?
@@ -29,87 +29,87 @@ A curated list of awesome Model Context Protocol (MCP) servers.
Checkout [awesome-mcp-clients](https://github.com/punkpeye/awesome-mcp-clients/) and [glama.ai/mcp/clients](https://glama.ai/mcp/clients).
-> [!TIP] > [Glama Chat](https://glama.ai/chat) is a multi-modal AI client with MCP support & [AI gateway](https://glama.ai/gateway).
+> [!TIP]
+> [Glama Chat](https://glama.ai/chat) is a multi-modal AI client with MCP support & [AI gateway](https://glama.ai/gateway).
## Tutorials
-- [Model Context Protocol (MCP) Quickstart](https://glama.ai/blog/2024-11-25-model-context-protocol-quickstart)
-- [Setup Claude Desktop App to Use a SQLite Database](https://youtu.be/wxCCzo9dGj0)
+* [Model Context Protocol (MCP) Quickstart](https://glama.ai/blog/2024-11-25-model-context-protocol-quickstart)
+* [Setup Claude Desktop App to Use a SQLite Database](https://youtu.be/wxCCzo9dGj0)
## Community
-- [r/mcp Reddit](https://www.reddit.com/r/mcp)
-- [Discord Server](https://glama.ai/mcp/discord)
+* [r/mcp Reddit](https://www.reddit.com/r/mcp)
+* [Discord Server](https://glama.ai/mcp/discord)
## Legend
-- 🎖️ – official implementation
-- programming language
+* 🎖️ – official implementation
+* programming language
+ * 🐍 – Python codebase
+ * 📇 – TypeScript (or JavaScript) codebase
+ * 🏎️ – Go codebase
+ * 🦀 – Rust codebase
+ * #️⃣ - C# Codebase
+ * ☕ - Java codebase
+ * 🌊 – C/C++ codebase
+ * 💎 - Ruby codebase
- - 🐍 – Python codebase
- - 📇 – TypeScript (or JavaScript) codebase
- - 🏎️ – Go codebase
- - 🦀 – Rust codebase
- - #️⃣ - C# Codebase
- - ☕ - Java codebase
- - 🌊 – C/C++ codebase
- - 💎 - Ruby codebase
-
-- scope
- - ☁️ - Cloud Service
- - 🏠 - Local Service
- - 📟 - Embedded Systems
-- operating system
- - 🍎 – For macOS
- - 🪟 – For Windows
- - 🐧 - For Linux
+* scope
+ * ☁️ - Cloud Service
+ * 🏠 - Local Service
+ * 📟 - Embedded Systems
+* operating system
+ * 🍎 – For macOS
+ * 🪟 – For Windows
+ * 🐧 - For Linux
> [!NOTE]
> Confused about Local 🏠 vs Cloud ☁️?
->
-> - Use local when MCP server is talking to a locally installed software, e.g. taking control over Chrome browser.
-> - Use cloud when MCP server is talking to remote APIs, e.g. weather API.
+> * Use local when MCP server is talking to a locally installed software, e.g. taking control over Chrome browser.
+> * Use cloud when MCP server is talking to remote APIs, e.g. weather API.
## Server Implementations
> [!NOTE]
> We now have a [web-based directory](https://glama.ai/mcp/servers) that is synced with the repository.
-- 🔗 - [Aggregators](#aggregators)
-- 🎨 - [Art & Culture](#art-and-culture)
-- 📂 - [Browser Automation](#browser-automation)
-- 🧬 - [Biology Medicine and Bioinformatics](#bio)
-- ☁️ - [Cloud Platforms](#cloud-platforms)
-- 👨💻 - [Code Execution](#code-execution)
-- 🤖 - [Coding Agents](#coding-agents)
-- 🖥️ - [Command Line](#command-line)
-- 💬 - [Communication](#communication)
-- 👤 - [Customer Data Platforms](#customer-data-platforms)
-- 🗄️ - [Databases](#databases)
-- 📊 - [Data Platforms](#data-platforms)
-- 🚚 - [Delivery](#delivery)
-- 🛠️ - [Developer Tools](#developer-tools)
-- 🧮 - [Data Science Tools](#data-science-tools)
-- 📟 - [Embedded system](#embedded-system)
-- 📂 - [File Systems](#file-systems)
-- 💰 - [Finance & Fintech](#finance--fintech)
-- 🎮 - [Gaming](#gaming)
-- 🧠 - [Knowledge & Memory](#knowledge--memory)
-- 🗺️ - [Location Services](#location-services)
-- 🎯 - [Marketing](#marketing)
-- 📊 - [Monitoring](#monitoring)
-- 🎥 - [Multimedia Process](#multimedia-process)
-- 🔎 - [Search & Data Extraction](#search)
-- 🔒 - [Security](#security)
-- 🌐 - [Social Media](#social-media)
-- 🏃 - [Sports](#sports)
-- 🎧 - [Support & Service Management](#support-and-service-management)
-- 🌎 - [Translation Services](#translation-services)
-- 🎧 - [Text-to-Speech](#text-to-speech)
-- 🚆 - [Travel & Transportation](#travel-and-transportation)
-- 🔄 - [Version Control](#version-control)
-- 🏢 - [Workplace & Productivity](#workplace-and-productivity)
-- 🛠️ - [Other Tools and Integrations](#other-tools-and-integrations)
+* 🔗 - [Aggregators](#aggregators)
+* 🎨 - [Art & Culture](#art-and-culture)
+* 📂 - [Browser Automation](#browser-automation)
+* 🧬 - [Biology Medicine and Bioinformatics](#bio)
+* ☁️ - [Cloud Platforms](#cloud-platforms)
+* 👨💻 - [Code Execution](#code-execution)
+* 🤖 - [Coding Agents](#coding-agents)
+* 🖥️ - [Command Line](#command-line)
+* 💬 - [Communication](#communication)
+* 👤 - [Customer Data Platforms](#customer-data-platforms)
+* 🗄️ - [Databases](#databases)
+* 📊 - [Data Platforms](#data-platforms)
+* 🚚 - [Delivery](#delivery)
+* 🛠️ - [Developer Tools](#developer-tools)
+* 🧮 - [Data Science Tools](#data-science-tools)
+* 📟 - [Embedded system](#embedded-system)
+* 📂 - [File Systems](#file-systems)
+* 💰 - [Finance & Fintech](#finance--fintech)
+* 🎮 - [Gaming](#gaming)
+* 🧠 - [Knowledge & Memory](#knowledge--memory)
+* 🗺️ - [Location Services](#location-services)
+* 🎯 - [Marketing](#marketing)
+* 📊 - [Monitoring](#monitoring)
+* 🎥 - [Multimedia Process](#multimedia-process)
+* 🔎 - [Search & Data Extraction](#search)
+* 🔒 - [Security](#security)
+* 🌐 - [Social Media](#social-media)
+* 🏃 - [Sports](#sports)
+* 🎧 - [Support & Service Management](#support-and-service-management)
+* 🌎 - [Translation Services](#translation-services)
+* 🎧 - [Text-to-Speech](#text-to-speech)
+* 🚆 - [Travel & Transportation](#travel-and-transportation)
+* 🔄 - [Version Control](#version-control)
+* 🏢 - [Workplace & Productivity](#workplace-and-productivity)
+* 🛠️ - [Other Tools and Integrations](#other-tools-and-integrations)
+
### 🔗 Aggregators
@@ -127,9 +127,9 @@ Servers for accessing many apps and tools through a single MCP server.
- [sitbon/magg](https://github.com/sitbon/magg) 🍎 🪟 🐧 ☁️ 🏠 🐍 - Magg: A meta-MCP server that acts as a universal hub, allowing LLMs to autonomously discover, install, and orchestrate multiple MCP servers - essentially giving AI assistants the power to extend their own capabilities on-demand.
- [SureScaleAI/openai-gpt-image-mcp](https://github.com/SureScaleAI/openai-gpt-image-mcp) 📇 ☁️ - OpenAI GPT image generation/editing MCP server.
- [sxhxliang/mcp-access-point](https://github.com/sxhxliang/mcp-access-point) 📇 ☁️ 🏠 🍎 🪟 🐧 - Turn a web service into an MCP server in one click without making any code changes.
-- [TheLunarCompany/lunar#mcpx](https://github.com/TheLunarCompany/lunar/tree/main/mcpx) 📇 🏠 ☁️ 🍎 🪟 🐧 - MCPX is a production-ready, open-source gateway to manage MCP servers at scale—centralize tool discovery, access controls, call prioritization, and usage tracking to simplify agent workflows.
+- [TheLunarCompany/lunar#mcpx](https://github.com/TheLunarCompany/lunar/tree/main/mcpx) 📇 🏠 ☁️ 🍎 🪟 🐧 - MCPX is a production-ready, open-source gateway to manage MCP servers at scale—centralize tool discovery, access controls, call prioritization, and usage tracking to simplify agent workflows.
- [tigranbs/mcgravity](https://github.com/tigranbs/mcgravity) 📇 🏠 - A proxy tool for composing multiple MCP servers into one unified endpoint. Scale your AI tools by load balancing requests across multiple MCP servers, similar to how Nginx works for web servers.
-- [VeriTeknik/pluggedin-mcp-proxy](https://github.com/VeriTeknik/pluggedin-mcp-proxy) 📇 🏠 - A comprehensive proxy server that combines multiple MCP servers into a single interface with extensive visibility features. It provides discovery and management of tools, prompts, resources, and templates across servers, plus a playground for debugging when building MCP servers.
+- [VeriTeknik/pluggedin-mcp-proxy](https://github.com/VeriTeknik/pluggedin-mcp-proxy) 📇 🏠 - A comprehensive proxy server that combines multiple MCP servers into a single interface with extensive visibility features. It provides discovery and management of tools, prompts, resources, and templates across servers, plus a playground for debugging when building MCP servers.
- [WayStation-ai/mcp](https://github.com/waystation-ai/mcp) ☁️ 🍎 🪟 - Seamlessly and securely connect Claude Desktop and other MCP hosts to your favorite apps (Notion, Slack, Monday, Airtable, etc.). Takes less than 90 secs.
- [wegotdocs/open-mcp](https://github.com/wegotdocs/open-mcp) 📇 🏠 🍎 🪟 🐧 - Turn a web API into an MCP server in 10 seconds and add it to the open source registry: https://open-mcp.org
- [Data-Everything/mcp-server-templates](https://github.com/Data-Everything/mcp-server-templates) 📇 🏠 🍎 🪟 🐧 - One server. All tools. A unified MCP platform that connects many apps, tools, and services behind one powerful interface—ideal for local devs or production agents.
@@ -321,7 +321,7 @@ Integration with communication platforms for message management and channel oper
- [InditexTech/mcp-teams-server](https://github.com/InditexTech/mcp-teams-server) 🐍 ☁️ - MCP server that integrates Microsoft Teams messaging (read, post, mention, list members and threads)
- [jagan-shanmugam/mattermost-mcp-host](https://github.com/jagan-shanmugam/mattermost-mcp-host) 🐍 🏠 - A MCP server along with MCP host that provides access to Mattermost teams, channels and messages. MCP host is integrated as a bot in Mattermost with access to MCP servers that can be configured.
- [jaipandya/producthunt-mcp-server](https://github.com/jaipandya/producthunt-mcp-server) 🐍 🏠 - MCP server for Product Hunt. Interact with trending posts, comments, collections, users, and more.
-- [joinly-ai/joinly](https://github.com/joinly-ai/joinly) 🐍☁️ - MCP server to interact with browser-based meeting platforms (Zoom, Teams, Google Meet). Enables AI agents to send bots to online meetings, gather live transcripts, speak text, and send messages in the meeting chat.
+- [joinly-ai/joinly](https://github.com/joinly-ai/joinly) 🐍☁️ - MCP server to interact with browser-based meeting platforms (Zoom, Teams, Google Meet). Enables AI agents to send bots to online meetings, gather live transcripts, speak text, and send messages in the meeting chat.
- [keturiosakys/bluesky-context-server](https://github.com/keturiosakys/bluesky-context-server) 📇 ☁️ - Bluesky instance integration for querying and interaction
- [khan2a/telephony-mcp-server](https://github.com/khan2a/telephony-mcp-server) 🐍 💬 - MCP Telephony server for automating voice calls with Speech-to-Text and Speech Recognition to summarize call conversations. Send and receive SMS, detect voicemail, and integrate with Vonage APIs for advanced telephony workflows.
- [korotovsky/slack-mcp-server](https://github.com/korotovsky/slack-mcp-server) 📇 ☁️ - The most powerful MCP server for Slack Workspaces.
@@ -338,6 +338,7 @@ Integration with communication platforms for message management and channel oper
- [zcaceres/gtasks-mcp](https://github.com/zcaceres/gtasks-mcp) 📇 ☁️ - An MCP server to Manage Google Tasks
- [ztxtxwd/open-feishu-mcp-server](https://github.com/ztxtxwd/open-feishu-mcp-server) 📇 ☁️ 🏠 - A Model Context Protocol (MCP) server with built-in Feishu OAuth authentication, supporting remote connections and providing comprehensive Feishu document management tools including block creation, content updates, and advanced features.
+
### 👤 Customer Data Platforms
Provides access to customer profiles inside of customer data platforms
@@ -354,7 +355,7 @@ Provides access to customer profiles inside of customer data platforms
Secure database access with schema inspection capabilities. Enables querying and analyzing data with configurable security controls including read-only access.
-- [Aiven-Open/mcp-aiven](https://github.com/Aiven-Open/mcp-aiven) - 🐍 ☁️ 🎖️ - Navigate your [Aiven projects](https://go.aiven.io/mcp-server) and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services
+- [Aiven-Open/mcp-aiven](https://github.com/Aiven-Open/mcp-aiven) - 🐍 ☁️ 🎖️ - Navigate your [Aiven projects](https://go.aiven.io/mcp-server) and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services
- [alexanderzuev/supabase-mcp-server](https://github.com/alexander-zuev/supabase-mcp-server) - Supabase MCP Server with support for SQL query execution and database exploration tools
- [aliyun/alibabacloud-tablestore-mcp-server](https://github.com/aliyun/alibabacloud-tablestore-mcp-server) ☕ 🐍 ☁️ - MCP service for Tablestore, features include adding documents, semantic search for documents based on vectors and scalars, RAG-friendly, and serverless.
- [amineelkouhen/mcp-cockroachdb](https://github.com/amineelkouhen/mcp-cockroachdb) 🐍 ☁️ - A Model Context Protocol server for managing, monitoring, and querying data in [CockroachDB](https://cockroachlabs.com).
@@ -411,7 +412,7 @@ Secure database access with schema inspection capabilities. Enables querying and
- [openlink/mcp-server-odbc](https://github.com/OpenLinkSoftware/mcp-odbc-server) 🐍 🏠 - An MCP server for generic Database Management System (DBMS) Connectivity via the Open Database Connectivity (ODBC) protocol
- [openlink/mcp-server-sqlalchemy](https://github.com/OpenLinkSoftware/mcp-sqlalchemy-server) 🐍 🏠 - An MCP server for generic Database Management System (DBMS) Connectivity via SQLAlchemy using Python ODBC (pyodbc)
- [pab1it0/adx-mcp-server](https://github.com/pab1it0/adx-mcp-server) 🐍 ☁️ - Query and analyze Azure Data Explorer databases
-- [pab1it0/prometheus-mcp-server](https://github.com/pab1it0/prometheus-mcp-server) 🐍 ☁️ - Query and analyze Prometheus, open-source monitoring system.
+- [pab1it0/prometheus-mcp-server](https://github.com/pab1it0/prometheus-mcp-server) 🐍 ☁️ - Query and analyze Prometheus, open-source monitoring system.
- [prisma/mcp](https://github.com/prisma/mcp) 📇 ☁️ 🏠 - Gives LLMs the ability to manage Prisma Postgres databases (e.g. spin up new databases and run migrations or queries).
- [qdrant/mcp-server-qdrant](https://github.com/qdrant/mcp-server-qdrant) 🐍 🏠 - A Qdrant MCP server
- [QuantGeekDev/mongo-mcp](https://github.com/QuantGeekDev/mongo-mcp) 📇 🏠 - MongoDB integration that enables LLMs to interact directly with databases.
@@ -431,7 +432,7 @@ Secure database access with schema inspection capabilities. Enables querying and
- [tuannvm/mcp-trino](https://github.com/tuannvm/mcp-trino) 🏎️ ☁️ - A Go implementation of a Model Context Protocol (MCP) server for Trino
- [VictoriaMetrics-Community/mcp-victorialogs](https://github.com/VictoriaMetrics-Community/mcp-victorialogs) 🎖️ 🏎️ 🏠 - Provides comprehensive integration with your [VictoriaLogs instance APIs](https://docs.victoriametrics.com/victorialogs/querying/#http-api) and [documentation](https://docs.victoriametrics.com/victorialogs/) for working with logs, investigating and debugging tasks related to your VictoriaLogs instances.
- [weaviate/mcp-server-weaviate](https://github.com/weaviate/mcp-server-weaviate) 🐍 📇 ☁️ - An MCP Server to connect to your Weaviate collections as a knowledge base as well as using Weaviate as a chat memory store.
-- [wenb1n-dev/mysql_mcp_server_pro](https://github.com/wenb1n-dev/mysql_mcp_server_pro) 🐍 🏠 - Supports SSE, STDIO; not only limited to MySQL's CRUD functionality; also includes database exception analysis capabilities; controls database permissions based on roles; and makes it easy for developers to extend tools with customization
+- [wenb1n-dev/mysql_mcp_server_pro](https://github.com/wenb1n-dev/mysql_mcp_server_pro) 🐍 🏠 - Supports SSE, STDIO; not only limited to MySQL's CRUD functionality; also includes database exception analysis capabilities; controls database permissions based on roles; and makes it easy for developers to extend tools with customization
- [xexr/mcp-libsql](https://github.com/Xexr/mcp-libsql) 📇 🏠 ☁️ - Production-ready MCP server for libSQL databases with comprehensive security and management tools.
- [XGenerationLab/xiyan_mcp_server](https://github.com/XGenerationLab/xiyan_mcp_server) 📇 ☁️ — An MCP server that supports fetching data from a database using natural language queries, powered by XiyanSQL as the text-to-SQL LLM.
- [xing5/mcp-google-sheets](https://github.com/xing5/mcp-google-sheets) 🐍 ☁️ - A Model Context Protocol server for interacting with Google Sheets. This server provides tools to create, read, update, and manage spreadsheets through the Google Sheets API.
@@ -453,6 +454,7 @@ Data Platforms for data integration, transformation and pipeline orchestration.
- [mattijsdp/dbt-docs-mcp](https://github.com/mattijsdp/dbt-docs-mcp) 🐍 🏠 - MCP server for dbt-core (OSS) users as the official dbt MCP only supports dbt Cloud. Supports project metadata, model and column-level lineage and dbt documentation.
- [yashshingvi/databricks-genie-MCP](https://github.com/yashshingvi/databricks-genie-MCP) 🐍 ☁️ - A server that connects to the Databricks Genie API, allowing LLMs to ask natural language questions, run SQL queries, and interact with Databricks conversational agents.
+
### 💻 Developer Tools
Tools and integrations that enhance the development workflow and environment management.
@@ -463,11 +465,11 @@ Tools and integrations that enhance the development workflow and environment man
- [aashari/mcp-server-atlassian-jira](https://github.com/aashari/mcp-server-atlassian-jira) 📇 ☁️ - Atlassian Jira Cloud integration. Enables AI systems to interact with Jira projects, issues, comments, and related development information in real time.
- [abrinsmead/mindpilot-mcp](https://github.com/abrinsmead/mindpilot-mcp) 📇 🏠 - Visualizes code, architecture and other concepts as mermaid diagrams in a locally hosted web app. Just ask your agent to "show me this in a diagram".
- [admica/FileScopeMCP](https://github.com/admica/FileScopeMCP) 🐍 📇 🦀 - Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores, helping AI assistants understand the codebase.
-- [akramIOT/MCP_AI_SOC_Sher](https://github.com/akramIOT/MCP_AI_SOC_Sher) 🐍 ☁️ 📇 - MCP Server to do dynamic AI SOC Security Threat analysis for a Text2SQL AI Agent.
-- [alimo7amed93/webhook-tester-mcp](https://github.com/alimo7amed93/webhook-tester-mcp) 🐍 ☁️ – A FastMCP-based server for interacting with webhook-test.com. Enables users to create, retrieve, and delete webhooks locally using Claude.
+- [akramIOT/MCP_AI_SOC_Sher](https://github.com/akramIOT/MCP_AI_SOC_Sher) 🐍 ☁️ 📇 - MCP Server to do dynamic AI SOC Security Threat analysis for a Text2SQL AI Agent.
+- [alimo7amed93/webhook-tester-mcp](https://github.com/alimo7amed93/webhook-tester-mcp) 🐍 ☁️ – A FastMCP-based server for interacting with webhook-test.com. Enables users to create, retrieve, and delete webhooks locally using Claude.
- [ambar/simctl-mcp](https://github.com/ambar/simctl-mcp) 📇 🏠 🍎 A MCP server implementation for iOS Simulator control.
- [api7/apisix-mcp](https://github.com/api7/apisix-mcp) 🎖️ 📇 🏠 MCP Server that support for querying and managing all resource in [Apache APISIX](https://github.com/apache/apisix).
-- [ArchAI-Labs/fastmcp-sonarqube-metrics](https://github.com/ArchAI-Labs/fastmcp-sonarqube-metrics) 🐍 🏠 🪟 🐧 🍎 - A Model Context Protocol (MCP) server that provides a set of tools for retrieving information about SonarQube projects like metrics (actual and historical), issues, health status.
+- [ArchAI-Labs/fastmcp-sonarqube-metrics](https://github.com/ArchAI-Labs/fastmcp-sonarqube-metrics) 🐍 🏠 🪟 🐧 🍎 - A Model Context Protocol (MCP) server that provides a set of tools for retrieving information about SonarQube projects like metrics (actual and historical), issues, health status.
- [artmann/package-registry-mcp](https://github.com/artmann/package-registry-mcp) 🏠 📇 🍎 🪟 🐧 - MCP server for searching and getting up-to-date information about NPM, Cargo, PyPi, and NuGet packages.
- [wyattjoh/jsr-mcp](https://github.com/wyattjoh/jsr-mcp) 📇 ☁️ - Model Context Protocol server for the JSR (JavaScript Registry)
- [augmnt/augments-mcp-server](https://github.com/augmnt/augments-mcp-server) 📇 ☁️ 🏠 - Transform Claude Code with intelligent, real-time access to 90+ framework documentation sources. Get accurate, up-to-date code generation that follows current best practices for React, Next.js, Laravel, FastAPI, Tailwind CSS, and more.
@@ -527,7 +529,7 @@ Tools and integrations that enhance the development workflow and environment man
- [jsdelivr/globalping-mcp-server](https://github.com/jsdelivr/globalping-mcp-server) 🎖️ 📇 ☁️ - The Globalping MCP server provides users and LLMs access to run network tools like ping, traceroute, mtr, HTTP and DNS resolve from thousands of locations around the world.
- [kadykov/mcp-openapi-schema-explorer](https://github.com/kadykov/mcp-openapi-schema-explorer) 📇 ☁️ 🏠 - Token-efficient access to OpenAPI/Swagger specs via MCP Resources.
- [lamemind/mcp-server-multiverse](https://github.com/lamemind/mcp-server-multiverse) 📇 🏠 🛠️ - A middleware server that enables multiple isolated instances of the same MCP servers to coexist independently with unique namespaces and configurations.
-- [langfuse/mcp-server-langfuse](https://github.com/langfuse/mcp-server-langfuse) 🐍 🏠 - MCP server to access and manage LLM application prompts created with [Langfuse](<[https://langfuse.com/](https://langfuse.com/docs/prompts/get-started)>) Prompt Management.
+- [langfuse/mcp-server-langfuse](https://github.com/langfuse/mcp-server-langfuse) 🐍 🏠 - MCP server to access and manage LLM application prompts created with [Langfuse]([https://langfuse.com/](https://langfuse.com/docs/prompts/get-started)) Prompt Management.
- [lpigeon/ros-mcp-server](https://github.com/lpigeon/ros-mcp-server) 🐍 🏠 🍎 🪟 🐧 - The ROS MCP Server supports robot control by converting user-issued natural language commands into ROS or ROS2 control commands.
- [lpigeon/unitree-go2-mcp-server](https://github.com/lpigeon/unitree-go2-mcp-server) 🐍 🏠 🐧 - The Unitree Go2 MCP Server is a server built on the MCP that enables users to control the Unitree Go2 robot using natural language commands interpreted by a LLM.
- [ukkit/memcord](https://github.com/ukkit/memcord) 🐍 🏠 🐧 🍎 - A MCP server that keeps your chat history organized and searchable—with AI-powered summaries, secure memory, and full control.
@@ -577,7 +579,7 @@ Tools and integrations that enhance the development workflow and environment man
- [Wooonster/hocr_mcp_server](https://github.com/Wooonster/hocr_mcp_server) 🐍 🏠 – A fastAPI-based FastMCP server with a Vue frontend that sends uploaded images to VLM via the MCP to quickly extract handwritten mathematical formulas as clean LaTeX code.
- [xcodebuild](https://github.com/ShenghaiWang/xcodebuild) 🍎 Build iOS Xcode workspace/project and feed back errors to llm.
- [XixianLiang/HarmonyOS-mcp-server](https://github.com/XixianLiang/HarmonyOS-mcp-server) 🐍 🏠 - Control HarmonyOS-next devices with AI through MCP. Support device control and UI automation.
-- [xzq.xu/jvm-mcp-server](https://github.com/xzq-xu/jvm-mcp-server) 📇 🏠 - An implementation project of a JVM-based MCP (Model Context Protocol) server.
+- [xzq.xu/jvm-mcp-server](https://github.com/xzq-xu/jvm-mcp-server) 📇 🏠 - An implementation project of a JVM-based MCP (Model Context Protocol) server.
- [yangkyeongmo@/mcp-server-apache-airflow](https://github.com/yangkyeongmo/mcp-server-apache-airflow) 🐍 🏠 - MCP server that connects to [Apache Airflow](https://airflow.apache.org/) using official client.
- [yikakia/godoc-mcp-server](https://github.com/yikakia/godoc-mcp-server) 🏎️ ☁️ 🪟 🐧 🍎 - Query Go package information on pkg.go.dev
- [yiwenlu66/PiloTY](https://github.com/yiwenlu66/PiloTY) 🐍 🏠 - AI pilot for PTY operations enabling agents to control interactive terminals with stateful sessions, SSH connections, and background process management
@@ -588,7 +590,7 @@ Tools and integrations that enhance the development workflow and environment man
- [zaizaizhao/mcp-swagger-server](https://github.com/zaizaizhao/mcp-swagger-server) 📇 ☁️ 🏠 - A Model Context Protocol (MCP) server that converts OpenAPI/Swagger specifications to MCP format, enabling AI assistants to interact with REST APIs through standardized protocol.
- [zcaceres/fetch-mcp](https://github.com/zcaceres/fetch-mcp) 📇 🏠 - An MCP server to flexibly fetch JSON, text, and HTML data
- [zenml-io/mcp-zenml](https://github.com/zenml-io/mcp-zenml) 🐍 🏠 ☁️ - An MCP server to connect with your [ZenML](https://www.zenml.io) MLOps and LLMOps pipelines
-- [zillow/auto-mobile](https://github.com/zillow/auto-mobile) 📇 🏠 🐧 - Tool suite built around an MCP server for Android automation for developer workflow and testing
+- [zillow/auto-mobile](https://github.com/zillow/auto-mobile) 📇 🏠 🐧 - Tool suite built around an MCP server for Android automation for developer workflow and testing
### 🔒 Delivery
@@ -675,18 +677,18 @@ Provides direct access to local file systems with configurable permissions. Enab
- [janswist/mcp-dexscreener](https://github.com/janswist/mcp-dexscreener) 📇 ☁️ - Real-time on-chain market prices using open and free Dexscreener API
- [jjlabsio/korea-stock-mcp](https://github.com/jjlabsio/korea-stock-mcp) 📇 ☁️ - An MCP Server for Korean stock analysis using OPEN DART API and KRX API
- [kukapay/binance-alpha-mcp](https://github.com/kukapay/binance-alpha-mcp) 🐍 ☁️ - An MCP server for tracking Binance Alpha trades, helping AI agents optimize alpha point accumulation.
-- [kukapay/blockbeats-mcp](https://github.com/kukapay/blockbeats-mcp) 🐍 ☁️ - An MCP server that delivers blockchain news and in-depth articles from BlockBeats for AI agents.
-- [kukapay/blocknative-mcp](https://github.com/kukapay/blocknative-mcp) 🐍 ☁️ - Providing real-time gas price predictions across multiple blockchains, powered by Blocknative.
+- [kukapay/blockbeats-mcp](https://github.com/kukapay/blockbeats-mcp) 🐍 ☁️ - An MCP server that delivers blockchain news and in-depth articles from BlockBeats for AI agents.
+- [kukapay/blocknative-mcp](https://github.com/kukapay/blocknative-mcp) 🐍 ☁️ - Providing real-time gas price predictions across multiple blockchains, powered by Blocknative.
- [kukapay/bridge-rates-mcp](https://github.com/kukapay/bridge-rates-mcp) 📇 ☁️ - Delivering real-time cross-chain bridge rates and optimal transfer routes to onchain AI agents.
-- [kukapay/chainlink-feeds-mcp](https://github.com/kukapay/chainlink-feeds-mcp) 📇 ☁️ - Providing real-time access to Chainlink's decentralized on-chain price feeds.
-- [kukapay/chainlist-mcp](https://github.com/kukapay/chainlist-mcp) 📇 ☁️ - An MCP server that gives AI agents fast access to verified EVM chain information, including RPC URLs, chain IDs, explorers, and native tokens.
-- [kukapay/cointelegraph-mcp](https://github.com/kukapay/cointelegraph-mcp) 🐍 ☁️ - Providing real-time access to the latest news from Cointelegraph.
-- [kukapay/crypto-feargreed-mcp](https://github.com/kukapay/crypto-feargreed-mcp) 🐍 ☁️ - Providing real-time and historical Crypto Fear & Greed Index data.
+- [kukapay/chainlink-feeds-mcp](https://github.com/kukapay/chainlink-feeds-mcp) 📇 ☁️ - Providing real-time access to Chainlink's decentralized on-chain price feeds.
+- [kukapay/chainlist-mcp](https://github.com/kukapay/chainlist-mcp) 📇 ☁️ - An MCP server that gives AI agents fast access to verified EVM chain information, including RPC URLs, chain IDs, explorers, and native tokens.
+- [kukapay/cointelegraph-mcp](https://github.com/kukapay/cointelegraph-mcp) 🐍 ☁️ - Providing real-time access to the latest news from Cointelegraph.
+- [kukapay/crypto-feargreed-mcp](https://github.com/kukapay/crypto-feargreed-mcp) 🐍 ☁️ - Providing real-time and historical Crypto Fear & Greed Index data.
- [kukapay/crypto-indicators-mcp](https://github.com/kukapay/crypto-indicators-mcp) 🐍 ☁️ - An MCP server providing a range of cryptocurrency technical analysis indicators and strategie.
- [kukapay/crypto-liquidations-mcp](https://github.com/kukapay/crypto-liquidations-mcp) 🐍 ☁️ - Streams real-time cryptocurrency liquidation events from Binance.
- [kukapay/crypto-news-mcp](https://github.com/kukapay/crypto-news-mcp) 🐍 ☁️ - An MCP server that provides real-time cryptocurrency news sourced from NewsData for AI agents.
- [kukapay/crypto-orderbook-mcp](https://github.com/kukapay/crypto-orderbook-mcp) 🐍 ☁️ - Analyzing order book depth and imbalance across major crypto exchanges.
-- [kukapay/crypto-pegmon-mcp](https://github.com/kukapay/crypto-pegmon-mcp) 🐍 ☁️ - Tracking stablecoin peg integrity across multiple blockchains.
+- [kukapay/crypto-pegmon-mcp](https://github.com/kukapay/crypto-pegmon-mcp) 🐍 ☁️ - Tracking stablecoin peg integrity across multiple blockchains.
- [kukapay/crypto-portfolio-mcp](https://github.com/kukapay/crypto-portfolio-mcp) 🐍 ☁️ - An MCP server for tracking and managing cryptocurrency portfolio allocations.
- [kukapay/crypto-projects-mcp](https://github.com/kukapay/crypto-projects-mcp) 🐍 ☁️ - Providing cryptocurrency project data from Mobula.io to AI agents.
- [kukapay/crypto-rss-mcp](https://github.com/kukapay/crypto-rss-mcp) 🐍 ☁️ - An MCP server that aggregates real-time cryptocurrency news from multiple RSS feeds.
@@ -696,39 +698,39 @@ Provides direct access to local file systems with configurable permissions. Enab
- [kukapay/cryptopanic-mcp-server](https://github.com/kukapay/cryptopanic-mcp-server) 🐍 ☁️ - Providing latest cryptocurrency news to AI agents, powered by CryptoPanic.
- [kukapay/dao-proposals-mcp](https://github.com/kukapay/dao-proposals-mcp) 🐍 ☁️ - An MCP server that aggregates live governance proposals from major DAOs.
- [kukapay/defi-yields-mcp](https://github.com/kukapay/defi-yields-mcp) 🐍 ☁️ - An MCP server for AI agents to explore DeFi yield opportunities.
-- [kukapay/dune-analytics-mcp](https://github.com/kukapay/dune-analytics-mcp) 🐍 ☁️ - A mcp server that bridges Dune Analytics data to AI agents.
-- [kukapay/etf-flow-mcp](https://github.com/kukapay/etf-flow-mcp) 🐍 ☁️ - Delivering crypto ETF flow data to power AI agents' decision-making.
+- [kukapay/dune-analytics-mcp](https://github.com/kukapay/dune-analytics-mcp) 🐍 ☁️ - A mcp server that bridges Dune Analytics data to AI agents.
+- [kukapay/etf-flow-mcp](https://github.com/kukapay/etf-flow-mcp) 🐍 ☁️ - Delivering crypto ETF flow data to power AI agents' decision-making.
- [kukapay/freqtrade-mcp](https://github.com/kukapay/freqtrade-mcp) 🐍 ☁️ - An MCP server that integrates with the Freqtrade cryptocurrency trading bot.
- [kukapay/funding-rates-mcp](https://github.com/kukapay/funding-rates-mcp) 🐍 ☁️ - Providing real-time funding rate data across major crypto exchanges.
- [kukapay/hyperliquid-info-mcp](https://github.com/kukapay/hyperliquid-info-mcp) 🐍 ☁️ - An MCP server that provides real-time data and insights from the Hyperliquid perp DEX for use in bots, dashboards, and analytics.
- [kukapay/hyperliquid-whalealert-mcp](https://github.com/kukapay/hyperliquid-whalealert-mcp) 🐍 ☁️ - An MCP server that provides real-time whale alerts on Hyperliquid, flagging positions with a notional value exceeding $1 million.
- [kukapay/jupiter-mcp](https://github.com/kukapay/jupiter-mcp) 🐍 ☁️ - An MCP server for executing token swaps on the Solana blockchain using Jupiter's new Ultra API.
-- [kukapay/pancakeswap-poolspy-mcp](https://github.com/kukapay/pancakeswap-poolspy-mcp) 🐍 ☁️ - An MCP server that tracks newly created pools on Pancake Swap.
+- [kukapay/pancakeswap-poolspy-mcp](https://github.com/kukapay/pancakeswap-poolspy-mcp) 🐍 ☁️ - An MCP server that tracks newly created pools on Pancake Swap.
- [kukapay/pumpswap-mcp](https://github.com/kukapay/pumpswap-mcp) 🐍 ☁️ - Enabling AI agents to interact with PumpSwap for real-time token swaps and automated on-chain trading.
- [kukapay/raydium-launchlab-mcp](https://github.com/kukapay/raydium-launchlab-mcp) 🐍 ☁️ - An MCP server that enables AI agents to launch, buy, and sell tokens on the Raydium Launchpad(aka LaunchLab).
- [kukapay/rug-check-mcp](https://github.com/kukapay/rug-check-mcp) 🐍 ☁️ - An MCP server that detects potential risks in Solana meme tokens.
- [kukapay/sui-trader-mcp](https://github.com/kukapay/sui-trader-mcp) 📇 ☁️ - An MCP server designed for AI agents to perform optimal token swaps on the Sui blockchain.
-- [kukapay/thegraph-mcp](https://github.com/kukapay/thegraph-mcp) 🐍 ☁️ - An MCP server that powers AI agents with indexed blockchain data from The Graph.
-- [kukapay/token-minter-mcp](https://github.com/kukapay/token-minter-mcp) 🐍 ☁️ - An MCP server providing tools for AI agents to mint ERC-20 tokens across multiple blockchains.
+- [kukapay/thegraph-mcp](https://github.com/kukapay/thegraph-mcp) 🐍 ☁️ - An MCP server that powers AI agents with indexed blockchain data from The Graph.
+- [kukapay/token-minter-mcp](https://github.com/kukapay/token-minter-mcp) 🐍 ☁️ - An MCP server providing tools for AI agents to mint ERC-20 tokens across multiple blockchains.
- [kukapay/token-revoke-mcp](https://github.com/kukapay/token-revoke-mcp) 🐍 ☁️ - An MCP server for checking and revoking ERC-20 token allowances across multiple blockchains.
- [kukapay/twitter-username-changes-mcp](https://github.com/kukapay/twitter-username-changes-mcp) 🐍 ☁️ - An MCP server that tracks the historical changes of Twitter usernames.
-- [kukapay/uniswap-poolspy-mcp](https://github.com/kukapay/uniswap-poolspy-mcp) 🐍 ☁️ - An MCP server that tracks newly created liquidity pools on Uniswap across multiple blockchains.
-- [kukapay/uniswap-price-mcp](https://github.com/kukapay/uniswap-price-mcp) 📇 ☁️ - An MCP server that tracks newly created liquidity pools on Uniswap across multiple blockchains.
-- [kukapay/uniswap-trader-mcp](https://github.com/kukapay/uniswap-trader-mcp) 🐍 ☁️ - An MCP server that delivers real-time token prices from Uniswap V3 across multiple chains.
-- [kukapay/wallet-inspector-mcp](https://github.com/kukapay/wallet-inspector-mcp) 🐍 ☁️ - An MCP server that empowers AI agents to inspect any wallet’s balance and onchain activity across major EVM chains and Solana chain.
-- [kukapay/web3-jobs-mcp](https://github.com/kukapay/web3-jobs-mcp) 🐍 ☁️ - An MCP server that provides AI agents with real-time access to curated Web3 jobs.
-- [kukapay/whale-tracker-mcp](https://github.com/kukapay/whale-tracker-mcp) 🐍 ☁️ - A mcp server for tracking cryptocurrency whale transactions.
+- [kukapay/uniswap-poolspy-mcp](https://github.com/kukapay/uniswap-poolspy-mcp) 🐍 ☁️ - An MCP server that tracks newly created liquidity pools on Uniswap across multiple blockchains.
+- [kukapay/uniswap-price-mcp](https://github.com/kukapay/uniswap-price-mcp) 📇 ☁️ - An MCP server that tracks newly created liquidity pools on Uniswap across multiple blockchains.
+- [kukapay/uniswap-trader-mcp](https://github.com/kukapay/uniswap-trader-mcp) 🐍 ☁️ - An MCP server that delivers real-time token prices from Uniswap V3 across multiple chains.
+- [kukapay/wallet-inspector-mcp](https://github.com/kukapay/wallet-inspector-mcp) 🐍 ☁️ - An MCP server that empowers AI agents to inspect any wallet’s balance and onchain activity across major EVM chains and Solana chain.
+- [kukapay/web3-jobs-mcp](https://github.com/kukapay/web3-jobs-mcp) 🐍 ☁️ - An MCP server that provides AI agents with real-time access to curated Web3 jobs.
+- [kukapay/whale-tracker-mcp](https://github.com/kukapay/whale-tracker-mcp) 🐍 ☁️ - A mcp server for tracking cryptocurrency whale transactions.
- [laukikk/alpaca-mcp](https://github.com/laukikk/alpaca-mcp) 🐍 ☁️ - An MCP Server for the Alpaca trading API to manage stock and crypto portfolios, place trades, and access market data.
-- [logotype/fixparser](https://gitlab.com/logotype/fixparser) 🎖 📇 ☁️ 🏠 📟 - FIX Protocol (send orders, market data, etc.) written in TypeScript.
+- [logotype/fixparser](https://gitlab.com/logotype/fixparser) 🎖 📇 ☁️ 🏠 📟 - FIX Protocol (send orders, market data, etc.) written in TypeScript.
- [longportapp/openapi](https://github.com/longportapp/openapi/tree/main/mcp) - 🐍 ☁️ - LongPort OpenAPI provides real-time stock market data, provides AI access analysis and trading capabilities through MCP.
- [mcpdotdirect/evm-mcp-server](https://github.com/mcpdotdirect/evm-mcp-server) 📇 ☁️ - Comprehensive blockchain services for 30+ EVM networks, supporting native tokens, ERC20, NFTs, smart contracts, transactions, and ENS resolution.
- [mcpdotdirect/starknet-mcp-server](https://github.com/mcpdotdirect/starknet-mcp-server) 📇 ☁️ - Comprehensive Starknet blockchain integration with support for native tokens (ETH, STRK), smart contracts, StarknetID resolution, and token transfers.
-- [minhyeoky/mcp-server-ledger](https://github.com/minhyeoky/mcp-server-ledger) 🐍 🏠 - A ledger-cli integration for managing financial transactions and generating reports.
+- [minhyeoky/mcp-server-ledger](https://github.com/minhyeoky/mcp-server-ledger) 🐍 🏠 - A ledger-cli integration for managing financial transactions and generating reports.
- [narumiruna/yfinance-mcp](https://github.com/narumiruna/yfinance-mcp) 🐍 ☁️ - An MCP server that uses yfinance to obtain information from Yahoo Finance.
- [OctagonAI/octagon-mcp-server](https://github.com/OctagonAI/octagon-mcp-server) 🐍 ☁️ - Octagon AI Agents to integrate private and public market data
-- [openMF/mcp-mifosx](https://github.com/openMF/mcp-mifosx) ☁️ 🏠 - A core banking integration for managing clients, loans, savings, shares, financial transactions and generating financial reports.
-- [polygon-io/mcp_polygon)](https://github.com/polygon-io/mcp_polygon)) 🐍 ☁️ - An MCP server that provides access to [Polygon.io](https://polygon.io/) financial market data APIs for stocks, indices, forex, options, and more.
-- [pwh-pwh/coin-mcp-server](https://github.com/pwh-pwh/coin-mcp-server) 🐍 ☁️ - Bitget API to fetch cryptocurrency price.
+- [openMF/mcp-mifosx](https://github.com/openMF/mcp-mifosx) ☁️ 🏠 - A core banking integration for managing clients, loans, savings, shares, financial transactions and generating financial reports.
+- [polygon-io/mcp_polygon)](https://github.com/polygon-io/mcp_polygon)) 🐍 ☁️ - An MCP server that provides access to [Polygon.io](https://polygon.io/) financial market data APIs for stocks, indices, forex, options, and more.
+- [pwh-pwh/coin-mcp-server](https://github.com/pwh-pwh/coin-mcp-server) 🐍 ☁️ - Bitget API to fetch cryptocurrency price.
- [QuantConnect/mcp-server](https://github.com/QuantConnect/mcp-server) 🐍 ☁️ – A Dockerized Python MCP server that bridges your local AI (e.g., Claude Desktop, etc) with the QuantConnect API—empowering you to create projects, backtest strategies, manage collaborators, and deploy live-trading workflows directly via natural-language prompts.
- [QuantGeekDev/coincap-mcp](https://github.com/QuantGeekDev/coincap-mcp) 📇 ☁️ - Real-time cryptocurrency market data integration using CoinCap's public API, providing access to crypto prices and market information without API keys
- [QuentinCody/braintree-mcp-server](https://github.com/QuentinCody/braintree-mcp-server) 🐍 - Unofficial PayPal Braintree payment gateway MCP Server for AI agents to process payments, manage customers, and handle transactions securely.
@@ -739,7 +741,7 @@ Provides direct access to local file systems with configurable permissions. Enab
- [tatumio/blockchain-mcp](https://github.com/tatumio/blockchain-mcp) ☁️ - MCP server for Blockchain Data. It provides access to Tatum's blockchain API across 130+ networks with tools including RPC Gateway and Blockchain Data insights.
- [ThomasMarches/substrate-mcp-rs](https://github.com/ThomasMarches/substrate-mcp-rs) 🦀 🏠 - An MCP server implementation to interact with Substrate-based blockchains. Built with Rust and interfacing the [subxt](https://github.com/paritytech/subxt) crate.
- [tooyipjee/yahoofinance-mcp](https://github.com/tooyipjee/yahoofinance-mcp.git) 📇 ☁️ - TS version of yahoo finance mcp.
-- [Trade-Agent/trade-agent-mcp](https://github.com/Trade-Agent/trade-agent-mcp.git) 🎖️ ☁️ - Trade stocks and crypto on common brokerages (Robinhood, E\*Trade, Coinbase, Kraken) via Trade Agent's MCP server.
+- [Trade-Agent/trade-agent-mcp](https://github.com/Trade-Agent/trade-agent-mcp.git) 🎖️ ☁️ - Trade stocks and crypto on common brokerages (Robinhood, E*Trade, Coinbase, Kraken) via Trade Agent's MCP server.
- [twelvedata/mcp](https://github.com/twelvedata/mcp) 🐍 ☁️ - Interact with [Twelve Data](https://twelvedata.com) APIs to access real-time and historical financial market data for your AI agents.
- [wowinter13/solscan-mcp](https://github.com/wowinter13/solscan-mcp) 🦀 🏠 - An MCP tool for querying Solana transactions using natural language with Solscan API.
- [Wuye-AI/mcp-server-wuye-ai](https://github.com/wuye-ai/mcp-server-wuye-ai) 🎖️ 📇 ☁️ - An MCP server that interact with capabilities of the CRIC Wuye AI platform, an intelligent assistant specifically for the property management industry.
@@ -771,6 +773,7 @@ Integration with gaming related data, game engines, and services
Persistent memory storage using knowledge graph structures. Enables AI models to maintain and query structured information across sessions.
+
- [0xshellming/mcp-summarizer](https://github.com/0xshellming/mcp-summarizer) 📕 ☁️ - AI Summarization MCP Server, Support for multiple content types: Plain text, Web pages, PDF documents, EPUB books, HTML content
- [apecloud/ApeRAG](https://github.com/apecloud/ApeRAG) 🐍 ☁️ 🏠 - Production-ready RAG platform combining Graph RAG, vector search, and full-text search. Best choice for building your own Knowledge Graph and for Context Engineering
- [chatmcp/mcp-server-chatsum](https://github.com/chatmcp/mcp-server-chatsum) - Query and summarize your chat messages with AI prompts.
@@ -799,13 +802,13 @@ Persistent memory storage using knowledge graph structures. Enables AI models to
Location-based services and mapping tools. Enables AI models to work with geographic data, weather information, and location-based analytics.
-- [briandconnelly/mcp-server-ipinfo](https://github.com/briandconnelly/mcp-server-ipinfo) 🐍 ☁️ - IP address geolocation and network information using IPInfo API
+- [briandconnelly/mcp-server-ipinfo](https://github.com/briandconnelly/mcp-server-ipinfo) 🐍 ☁️ - IP address geolocation and network information using IPInfo API
- [cqtrinv/trinvmcp](https://github.com/cqtrinv/trinvmcp) 📇 ☁️ - Explore French communes and cadastral parcels based on name and surface
- [devilcoder01/weather-mcp-server](https://github.com/devilcoder01/weather-mcp-server) 🐍 ☁️ - Access real-time weather data for any location using the WeatherAPI.com API, providing detailed forecasts and current conditions.
-- [ip2location/mcp-ip2location-io](https://github.com/ip2location/mcp-ip2location-io) 🐍 ☁️ - Official IP2Location.io MCP server to obtain the geolocation, proxy and network information of an IP address utilizing IP2Location.io API.
+- [ip2location/mcp-ip2location-io](https://github.com/ip2location/mcp-ip2location-io) 🐍 ☁️ - Official IP2Location.io MCP server to obtain the geolocation, proxy and network information of an IP address utilizing IP2Location.io API.
- [ipfind/ipfind-mcp-server](https://github.com/ipfind/ipfind-mcp-server) 🐍 ☁️ - IP Address location service using the [IP Find](https://ipfind.com) API
- [ipfred/aiwen-mcp-server-geoip](https://github.com/ipfred/aiwen-mcp-server-geoip) 🐍 📇 ☁️ – MCP Server for the Aiwen IP Location, Get user network IP location, get IP details (country, province, city, lat, lon, ISP, owner, etc.)
-- [iplocate/mcp-server-iplocate](https://github.com/iplocate/mcp-server-iplocate) 🎖️ 📇 🏠 - Look up IP address geolocation, network information, detect proxies and VPNs, and find abuse contact details using IPLocate.io
+- [iplocate/mcp-server-iplocate](https://github.com/iplocate/mcp-server-iplocate) 🎖️ 📇 🏠 - Look up IP address geolocation, network information, detect proxies and VPNs, and find abuse contact details using IPLocate.io
- [jagan-shanmugam/open-streetmap-mcp](https://github.com/jagan-shanmugam/open-streetmap-mcp) 🐍 🏠 - An OpenStreetMap MCP server with location-based services and geospatial data.
- [kukapay/nearby-search-mcp](https://github.com/kukapay/nearby-search-mcp) 🐍 ☁️ - An MCP server for nearby place searches with IP-based location detection.
- [mahdin75/geoserver-mcp](https://github.com/mahdin75/geoserver-mcp) 🏠 – A Model Context Protocol (MCP) server implementation that connects LLMs to the GeoServer REST API, enabling AI assistants to interact with geospatial data and services.
@@ -816,7 +819,7 @@ Location-based services and mapping tools. Enables AI models to work with geogra
- [SaintDoresh/Weather-MCP-ClaudeDesktop](https://github.com/SaintDoresh/Weather-MCP-ClaudeDesktop.git) 🐍 ☁️ - An MCP tool that provides real-time weather data, forecasts, and historical weather information using the OpenWeatherMap API.
- [SecretiveShell/MCP-timeserver](https://github.com/SecretiveShell/MCP-timeserver) 🐍 🏠 - Access the time in any timezone and get the current local time
- [stadiamaps/stadiamaps-mcp-server-ts](https://github.com/stadiamaps/stadiamaps-mcp-server-ts) 📇 ☁️ - A MCP server for Stadia Maps' Location APIs - Lookup addresses, places with geocoding, find time zones, create routes and static maps
-- [TimLukaHorstmann/mcp-weather](https://github.com/TimLukaHorstmann/mcp-weather) 📇 ☁️ - Accurate weather forecasts via the AccuWeather API (free tier available).
+- [TimLukaHorstmann/mcp-weather](https://github.com/TimLukaHorstmann/mcp-weather) 📇 ☁️ - Accurate weather forecasts via the AccuWeather API (free tier available).
- [trackmage/trackmage-mcp-server](https://github.com/trackmage/trackmage-mcp-server) 📇 - Shipment tracking api and logistics management capabilities through the [TrackMage API] (https://trackmage.com/)
- [webcoderz/MCP-Geo](https://github.com/webcoderz/MCP-Geo) 🐍 🏠 - Geocoding MCP server for nominatim, ArcGIS, Bing
@@ -826,12 +829,13 @@ Tools for creating and editing marketing content, working with web meta data, pr
- [gomarble-ai/facebook-ads-mcp-server](https://github.com/gomarble-ai/facebook-ads-mcp-server) 🐍 ☁️ - MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features.
- [gomarble-ai/google-ads-mcp-server](https://github.com/gomarble-ai/google-ads-mcp-server) 🐍 ☁️ - MCP server acting as an interface to the Google Ads, enabling programmatic access to Google Ads data and management features.
-- [marketplaceadpros/amazon-ads-mcp-server](https://github.com/MarketplaceAdPros/amazon-ads-mcp-server) 📇 ☁️ - Enables tools to interact with Amazon Advertising, analyzing campaign metrics and configurations.
+- [marketplaceadpros/amazon-ads-mcp-server](https://github.com/MarketplaceAdPros/amazon-ads-mcp-server) 📇 ☁️ - Enables tools to interact with Amazon Advertising, analyzing campaign metrics and configurations.
- [open-strategy-partners/osp_marketing_tools](https://github.com/open-strategy-partners/osp_marketing_tools) 🐍 🏠 - A suite of marketing tools from Open Strategy Partners including writing style, editing codes, and product marketing value map creation.
- [pipeboard-co/meta-ads-mcp](https://github.com/pipeboard-co/meta-ads-mcp) 🐍 ☁️ 🏠 - Meta Ads automation that just works. Trusted by 10,000+ businesses to analyze performance, test creatives, optimize spend, and scale results — simply and reliably.
- [stape-io/stape-mcp-server](https://github.com/stape-io/stape-mcp-server) 📇 ☁️ – This project implements an MCP (Model Context Protocol) server for the Stape platform. It allows interaction with the Stape API using AI assistants like Claude or AI-powered IDEs like Cursor.
- [stape-io/google-tag-manager-mcp-server](https://github.com/stape-io/google-tag-manager-mcp-server) 📇 ☁️ – This server supports remote MCP connections, includes built-in Google OAuth, and provide an interface to the Google Tag Manager API.
+
### 📊 Monitoring
Access and analyze application monitoring data. Enables AI models to review error reports and performance metrics.
@@ -850,7 +854,7 @@ Access and analyze application monitoring data. Enables AI models to review erro
- [seekrays/mcp-monitor](https://github.com/seekrays/mcp-monitor) 🏎️ 🏠 - A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). This tool allows LLMs to retrieve real-time system information through an MCP-compatible interface.（support CPU、Memory、Disk、Network、Host、Process）
- [tumf/grafana-loki-mcp](https://github.com/tumf/grafana-loki-mcp) 🐍 🏠 - An MCP server that allows querying Loki logs through the Grafana API.
- [VictoriaMetrics-Community/mcp-victoriametrics](https://github.com/VictoriaMetrics-Community/mcp-victoriametrics) 🎖️ 🏎️ 🏠 - Provides comprehensive integration with your [VictoriaMetrics instance APIs](https://docs.victoriametrics.com/victoriametrics/url-examples/) and [documentation](https://docs.victoriametrics.com/) for monitoring, observability, and debugging tasks related to your VictoriaMetrics instances
-- [imprvhub/mcp-status-observer](https://github.com/imprvhub/mcp-status-observer) 📇 ☁️ - Model Context Protocol server for monitoring Operational Status of major digital platforms in Claude Desktop.
+- [imprvhub/mcp-status-observer](https://github.com/imprvhub/mcp-status-observer) 📇 ☁️ - Model Context Protocol server for monitoring Operational Status of major digital platforms in Claude Desktop.
- [inspektor-gadget/ig-mcp-server](https://github.com/inspektor-gadget/ig-mcp-server) 🏎️ ☁️ 🏠 🐧 🪟 🍎 - Debug your Container and Kubernetes workloads with an AI interface powered by eBPF.
- [yshngg/pmcp](https://github.com/yshngg/pmcp) 🏎️ ☁️ 🏠 🍎 🪟 🐧 - A Prometheus Model Context Protocol Server.
@@ -860,7 +864,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [ananddtyagi/gif-creator-mcp](https://github.com/ananddtyagi/gif-creator-mcp/tree/main) 📇 🏠 - A MCP server for creating GIFs from your videos.
- [bogdan01m/zapcap-mcp-server](https://github.com/bogdan01m/zapcap-mcp-server) 🐍 ☁️ - MCP server for ZapCap API providing video caption and B-roll generation via natural language
-- [stass/exif-mcp](https://github.com/stass/exif-mcp) 📇 🏠 🐧 🍎 🪟 - A MCP server that allows one to examine image metadata like EXIF, XMP, JFIF and GPS. This provides foundation for LLM-powered search and analysis of photo librares and image collections.
+- [stass/exif-mcp](https://github.com/stass/exif-mcp) 📇 🏠 🐧 🍎 🪟 - A MCP server that allows one to examine image metadata like EXIF, XMP, JFIF and GPS. This provides foundation for LLM-powered search and analysis of photo librares and image collections.
- [sunriseapps/imagesorcery-mcp](https://github.com/sunriseapps/imagesorcery-mcp) 🐍 🏠 🐧 🍎 🪟 - ComputerVision-based 🪄 sorcery of image recognition and editing tools for AI assistants.
- [video-creator/ffmpeg-mcp](https://github.com/video-creator/ffmpeg-mcp.git) 🎥 🔊 - Using ffmpeg command line to achieve an mcp server, can be very convenient, through the dialogue to achieve the local video search, tailoring, stitching, playback and other functions
@@ -875,8 +879,8 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [ac3xx/mcp-servers-kagi](https://github.com/ac3xx/mcp-servers-kagi) 📇 ☁️ - Kagi search API integration
- [adawalli/nexus](https://github.com/adawalli/nexus) 📇 ☁️ - AI-powered web search server using Perplexity Sonar models with source citations. Zero-install setup via NPX.
- [ananddtyagi/webpage-screenshot-mcp](https://github.com/ananddtyagi/webpage-screenshot-mcp) 📇 🏠 - A MCP server for taking screenshots of webpages to use as feedback during UI developement.
-- [andybrandt/mcp-simple-arxiv](https://github.com/andybrandt/mcp-simple-arxiv) - 🐍 ☁️ MCP for LLM to search and read papers from arXiv
-- [andybrandt/mcp-simple-pubmed](https://github.com/andybrandt/mcp-simple-pubmed) - 🐍 ☁️ MCP to search and read medical / life sciences papers from PubMed.
+- [andybrandt/mcp-simple-arxiv](https://github.com/andybrandt/mcp-simple-arxiv) - 🐍 ☁️ MCP for LLM to search and read papers from arXiv
+- [andybrandt/mcp-simple-pubmed](https://github.com/andybrandt/mcp-simple-pubmed) - 🐍 ☁️ MCP to search and read medical / life sciences papers from PubMed.
- [angheljf/nyt](https://github.com/angheljf/nyt) 📇 ☁️ - Search articles using the NYTimes API
- [apify/mcp-server-rag-web-browser](https://github.com/apify/mcp-server-rag-web-browser) 📇 ☁️ - An MCP server for Apify's open-source RAG Web Browser Actor to perform web searches, scrape URLs, and return content in Markdown.
- [Bigsy/Clojars-MCP-Server](https://github.com/Bigsy/Clojars-MCP-Server) 📇 ☁️ - Clojars MCP Server for upto date dependency information of Clojure libraries
@@ -960,7 +964,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [co-browser/attestable-mcp-server](https://github.com/co-browser/attestable-mcp-server) 🐍 🏠 ☁️ 🐧 - An MCP server running inside a trusted execution environment (TEE) via Gramine, showcasing remote attestation using [RA-TLS](https://gramine.readthedocs.io/en/stable/attestation.html). This allows an MCP client to verify the server before conencting.
- [dkvdm/onepassword-mcp-server](https://github.com/dkvdm/onepassword-mcp-server) - An MCP server that enables secure credential retrieval from 1Password to be used by Agentic AI.
- [firstorderai/authenticator_mcp](https://github.com/firstorderai/authenticator_mcp) 📇 🏠 🍎 🪟 🐧 – A secure MCP (Model Context Protocol) server that enables AI agents to interact with the Authenticator App.
-- [fosdickio/binary_ninja_mcp](https://github.com/fosdickio/binary_ninja_mcp) 🐍 🏠 🍎 🪟 🐧 - A Binary Ninja plugin, MCP server, and bridge that seamlessly integrates [Binary Ninja](https://binary.ninja) with your favorite MCP client. It enables you to automate the process of performing binary analysis and reverse engineering.
+- [fosdickio/binary_ninja_mcp](https://github.com/fosdickio/binary_ninja_mcp) 🐍 🏠 🍎 🪟 🐧 - A Binary Ninja plugin, MCP server, and bridge that seamlessly integrates [Binary Ninja](https://binary.ninja) with your favorite MCP client. It enables you to automate the process of performing binary analysis and reverse engineering.
- [fr0gger/MCP_Security](https://github.com/fr0gger/MCP_Security) 📇 ☁️ - MCP server for querying the ORKL API. This server provides tools for fetching threat reports, analyzing threat actors, and retrieving intelligence sources.
- [Gaffx/volatility-mcp](https://github.com/Gaffx/volatility-mcp) - MCP server for Volatility 3.x, allowing you to perform memory forensics analysis with AI assistant. Experience memory forensics without barriers as plugins like pslist and netscan become accessible through clean REST APIs and LLMs.
- [gbrigandi/mcp-server-cortex](https://github.com/gbrigandi/mcp-server-cortex) 🦀 🏠 🚨 🍎 🪟 🐧 - A Rust-based MCP server to integrate Cortex, enabling observable analysis and automated security responses through AI.
@@ -982,7 +986,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [safedep/vet](https://github.com/safedep/vet/blob/main/docs/mcp.md) 🎖️ 🏎️ ☁️ 🍎 🪟 🐧 - vet-mcp checks open source packages—like those suggested by AI coding tools—for vulnerabilities and malicious code. It supports npm and PyPI, and runs locally via Docker or as a standalone binary for fast, automated vetting.
- [sanyambassi/ciphertrust-manager-mcp-server](https://github.com/sanyambassi/ciphertrust-manager-mcp-server) 🐍 ☁️ 🏠 🐧 🪟 - MCP server for Thales CipherTrust Manager integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants.
- [sanyambassi/thales-cdsp-cakm-mcp-server](https://github.com/sanyambassi/thales-cdsp-cakm-mcp-server) 🐍 ☁️ 🏠 🐧 🪟 - MCP server for Thales CDSP CAKM integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants for Ms SQL and Oracle Databases.
-- [sanyambassi/thales-cdsp-crdp-mcp-server](https://github.com/sanyambassi/thales-cdsp-crdp-mcp-server) 📇 ☁️ 🏠 🐧 🪟 - MCP server for Thales CipherTrust Manager RestFul Data Protection service.
+- [sanyambassi/thales-cdsp-crdp-mcp-server](https://github.com/sanyambassi/thales-cdsp-crdp-mcp-server) 📇 ☁️ 🏠 🐧 🪟 - MCP server for Thales CipherTrust Manager RestFul Data Protection service.
- [securityfortech/secops-mcp](https://github.com/securityfortech/secops-mcp) 🐍 🏠 - All-in-one security testing toolbox that brings together popular open source tools through a single MCP interface. Connected to an AI agent, it enables tasks like pentesting, bug bounty hunting, threat hunting, and more.
- [semgrep/mcp](https://github.com/semgrep/mcp) 📇 ☁️ Allow AI agents to scan code for security vulnerabilites using [Semgrep](https://semgrep.dev).
- [slouchd/cyberchef-api-mcp-server](https://github.com/slouchd/cyberchef-api-mcp-server) 🐍 ☁️ - MCP server for interacting with the CyberChef server API which will allow an MCP client to utilise the CyberChef operations.
@@ -1002,7 +1006,7 @@ Integration with social media platforms to allow posting, analytics, and interac
- [HagaiHen/facebook-mcp-server](https://github.com/HagaiHen/facebook-mcp-server) 🐍 ☁️ - Integrates with Facebook Pages to enable direct management of posts, comments, and engagement metrics through the Graph API for streamlined social media management.
- [karanb192/reddit-buddy-mcp](https://github.com/karanb192/reddit-buddy-mcp) 📇 🏠 - Browse Reddit posts, search content, and analyze user activity without API keys. Works out-of-the-box with Claude Desktop.
- [kunallunia/twitter-mcp](https://github.com/LuniaKunal/mcp-twitter) 🐍 🏠 - All-in-one Twitter management solution providing timeline access, user tweet retrieval, hashtag monitoring, conversation analysis, direct messaging, sentiment analysis of a post, and complete post lifecycle control - all through a streamlined API.
-- [macrocosm-os/macrocosmos-mcp](https://github.com/macrocosm-os/macrocosmos-mcp) - 🎖️ 🐍 ☁️ Access real-time X/Reddit/YouTube data directly in your LLM applications with search phrases, users, and date filtering.
+- [macrocosm-os/macrocosmos-mcp](https://github.com/macrocosm-os/macrocosmos-mcp) - 🎖️ 🐍 ☁️ Access real-time X/Reddit/YouTube data directly in your LLM applications with search phrases, users, and date filtering.
- [sinanefeozler/reddit-summarizer-mcp](https://github.com/sinanefeozler/reddit-summarizer-mcp) 🐍 🏠 ☁️ - MCP server for summarizing users's Reddit homepage or any subreddit based on posts and comments.
### 🏃 Sports
@@ -1017,6 +1021,7 @@ Tools for accessing sports-related data, results, and statistics.
- [willvelida/mcp-afl-server](https://github.com/willvelida/mcp-afl-server) ☁️ - MCP server that integrates with the Squiggle API to provide information on Australian Football League teams, ladder standings, results, tips, and power rankings.
- [cloudbet/sports-mcp-server](https://github.com/cloudbet/sports-mcp-server) 🏎️ ☁️ – Access structured sports data via the Cloudbet API. Query upcoming events, live odds, stake limits, and market info across soccer, basketball, tennis, esports, and more.
+
### 🎧 Support & Service Management
Tools for managing customer support, IT service management, and helpdesk operations.
@@ -1096,9 +1101,9 @@ Interact with Git repositories and version control platforms. Enables repository
- [altinoren/utopia](https://github.com/altinoren/Utopia) #️⃣ 🏠 - MCP that simulates a set of smart home and lifestyle devices, allowing you to test agent's reasoning and discovery capabilities.
- [Amazon Bedrock Nova Canvas](https://github.com/zxkane/mcp-server-amazon-bedrock) 📇 ☁️ - Use Amazon Nova Canvas model for image generation.
- [amidabuddha/unichat-mcp-server](https://github.com/amidabuddha/unichat-mcp-server) 🐍/📇 ☁️ - Send requests to OpenAI, MistralAI, Anthropic, xAI, Google AI or DeepSeek using MCP protocol via tool or predefined prompts. Vendor API key required
-- [anaisbetts/mcp-installer](https://github.com/anaisbetts/mcp-installer) 🐍 🏠 - An MCP server that installs other MCP servers for you.
+- [anaisbetts/mcp-installer](https://github.com/anaisbetts/mcp-installer) 🐍 🏠 - An MCP server that installs other MCP servers for you.
- [anaisbetts/mcp-youtube](https://github.com/anaisbetts/mcp-youtube) 📇 ☁️ - Fetch YouTube subtitles
-- [andybrandt/mcp-simple-openai-assistant](https://github.com/andybrandt/mcp-simple-openai-assistant) - 🐍 ☁️ MCP to talk to OpenAI assistants (Claude can use any GPT model as his assitant)
+- [andybrandt/mcp-simple-openai-assistant](https://github.com/andybrandt/mcp-simple-openai-assistant) - 🐍 ☁️ MCP to talk to OpenAI assistants (Claude can use any GPT model as his assitant)
- [andybrandt/mcp-simple-timeserver](https://github.com/andybrandt/mcp-simple-timeserver) 🐍 🏠☁️ - An MCP server that allows checking local time on the client machine or current UTC time from an NTP server
- [apify/actors-mcp-server](https://github.com/apify/actors-mcp-server) 📇 ☁️ - Use 3,000+ pre-built cloud tools, known as Actors, to extract data from websites, e-commerce, social media, search engines, maps, and more
- [apinetwork/piapi-mcp-server](https://github.com/apinetwork/piapi-mcp-server) 📇 ☁️ PiAPI MCP server makes users able to generate media content with Midjourney/Flux/Kling/Hunyuan/Udio/Trellis directly from Claude or any other MCP-compatible apps.
@@ -1125,7 +1130,7 @@ Interact with Git repositories and version control platforms. Enables repository
- [evalstate/mcp-miro](https://github.com/evalstate/mcp-miro) 📇 ☁️ - Access MIRO whiteboards, bulk create and read items. Requires OAUTH key for REST API.
- [feuerdev/keep-mcp](https://github.com/feuerdev/keep-mcp) 🐍 ☁️ - Read, create, update and delete Google Keep notes.
- [fotoetienne/gqai](https://github.com/fotoetienne/gqai) 🏎 🏠 - Define tools using regular GraphQL queries/mutations and gqai automatically generates an MCP server for you.
-- [future-audiences/wikimedia-enterprise-model-context-protocol](https://gitlab.wikimedia.org/repos/future-audiences/wikimedia-enterprise-model-context-protocol) 🐍 ☁️ - Wikipedia Article lookup API
+- [future-audiences/wikimedia-enterprise-model-context-protocol](https://gitlab.wikimedia.org/repos/future-audiences/wikimedia-enterprise-model-context-protocol) 🐍 ☁️ - Wikipedia Article lookup API
- [githejie/mcp-server-calculator](https://github.com/githejie/mcp-server-calculator) 🐍 🏠 - This server enables LLMs to use calculator for precise numerical calculations
- [gotoolkits/DifyWorkflow](https://github.com/gotoolkits/mcp-difyworkflow-server) - 🏎️ ☁️ Tools to the query and execute of Dify workflows
- [growilabs/growi-mcp-server](https://github.com/growilabs/growi-mcp-server) 🎖️ 📇 ☁️ - Official MCP Server to integrate with GROWI APIs.
From 6fd8f959a02d979092fde144aaca27d4719abea2 Mon Sep 17 00:00:00 2001
From: Robin Shen
Date: Tue, 30 Sep 2025 17:07:16 +0800
Subject: [PATCH 210/504] Add OneDev MCP server link to README
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 9299578b..baead539 100644
--- a/README.md
+++ b/README.md
@@ -1078,6 +1078,7 @@ Interact with Git repositories and version control platforms. Enables repository
- [modelcontextprotocol/server-gitlab](https://github.com/modelcontextprotocol/servers/tree/main/src/gitlab) 📇 ☁️ 🏠 - GitLab platform integration for project management and CI/CD operations
- [QuentinCody/github-graphql-mcp-server](https://github.com/QuentinCody/github-graphql-mcp-server) 🐍 ☁️ - Unofficial GitHub MCP server that provides access to GitHub's GraphQL API, enabling more powerful and flexible queries for repository data, issues, pull requests, and other GitHub resources.
- [Tiberriver256/mcp-server-azure-devops](https://github.com/Tiberriver256/mcp-server-azure-devops) 📇 ☁️ - Azure DevOps integration for repository management, work items, and pipelines.
+- [theonedev/tod](https://github.com/theonedev/tod/blob/main/mcp.md) 🏎️ 🏠 - A MCP server for OneDev for CI/CD pipeline editing, issue workflow automation, and pull request review
### 🏢 Workplace & Productivity
From 6971d578735175dc0bfb67691da0576847a3e6aa Mon Sep 17 00:00:00 2001
From: Drakonkat
Date: Tue, 30 Sep 2025 13:06:14 +0200
Subject: [PATCH 211/504] Add new tmdb server
I have added an open source mcp server for wrapping TMDB API
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index baead539..f44df347 100644
--- a/README.md
+++ b/README.md
@@ -143,6 +143,7 @@ Servers for accessing many apps and tools through a single MCP server.
Access and explore art collections, cultural heritage, and museum databases. Enables AI models to search and analyze artistic and cultural content.
+- [drakonkat/wizzy-mcp-tmdb](https://github.com/drakonkat/wizzy-mcp-tmdb) 🎥 📺 - A MCP server for The Movie Database API that enables AI assistants to search and retrieve movie, TV show, and person information.
- [8enSmith/mcp-open-library](https://github.com/8enSmith/mcp-open-library) 📇 ☁️ - A MCP server for the Open Library API that enables AI assistants to search for book information.
- [abhiemj/manim-mcp-server](https://github.com/abhiemj/manim-mcp-server) 🐍 🏠 🪟 🐧 - A local MCP server that generates animations using Manim.
- [ahujasid/blender-mcp](https://github.com/ahujasid/blender-mcp) 🐍 - MCP server for working with Blender
From 3784ff0a9d69890e6f0892fc13ff5cdd78f14c96 Mon Sep 17 00:00:00 2001
From: Drakonkat
Date: Tue, 30 Sep 2025 13:18:02 +0200
Subject: [PATCH 212/504] Add new tmdb server
Fixed issue with icons from readme
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index f44df347..dc560328 100644
--- a/README.md
+++ b/README.md
@@ -143,7 +143,7 @@ Servers for accessing many apps and tools through a single MCP server.
Access and explore art collections, cultural heritage, and museum databases. Enables AI models to search and analyze artistic and cultural content.
-- [drakonkat/wizzy-mcp-tmdb](https://github.com/drakonkat/wizzy-mcp-tmdb) 🎥 📺 - A MCP server for The Movie Database API that enables AI assistants to search and retrieve movie, TV show, and person information.
+- [drakonkat/wizzy-mcp-tmdb](https://github.com/drakonkat/wizzy-mcp-tmdb) 📇 ☁️ - A MCP server for The Movie Database API that enables AI assistants to search and retrieve movie, TV show, and person information.
- [8enSmith/mcp-open-library](https://github.com/8enSmith/mcp-open-library) 📇 ☁️ - A MCP server for the Open Library API that enables AI assistants to search for book information.
- [abhiemj/manim-mcp-server](https://github.com/abhiemj/manim-mcp-server) 🐍 🏠 🪟 🐧 - A local MCP server that generates animations using Manim.
- [ahujasid/blender-mcp](https://github.com/ahujasid/blender-mcp) 🐍 - MCP server for working with Blender
From 379f81bbd887cb10ba5c6303b74e2616db587702 Mon Sep 17 00:00:00 2001
From: Mahdiyar
Date: Tue, 30 Sep 2025 21:07:47 -0400
Subject: [PATCH 213/504] Add Roundtable MCP Server - Zero-configuration
multi-AI unification
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
Adds Roundtable to the Coding Agents section - a production-ready MCP server that unifies multiple AI coding assistants (Claude Code, Cursor, Codex) through intelligent auto-discovery and standardized interface.
Key features:
- Zero-configuration setup: pip install roundtable-ai && roundtable
- Multi-AI orchestration for autonomous agent development
- Standardized MCP protocol bridge between different AI tools
- Essential infrastructure for multi-AI collaboration workflows
Perfect fit for awesome-mcp-servers as it represents the next evolution of MCP tooling - meta-MCP servers that orchestrate multiple AI systems.
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index dc560328..a6320de6 100644
--- a/README.md
+++ b/README.md
@@ -279,6 +279,7 @@ Full coding agents that enable LLMs to read, edit, and execute code and solve ge
- [stippi/code-assistant](https://github.com/stippi/code-assistant) 🦀 🏠 - Coding agent with basic list, read, replace_in_file, write, execute_command and web search tools. Supports multiple projects concurrently.
- [tiianhk/MaxMSP-MCP-Server](https://github.com/tiianhk/MaxMSP-MCP-Server) 🐍 🏠 🎵 🎥 - A coding agent for Max (Max/MSP/Jitter), which is a visual programming language for music and multimedia.
- [nesquikm/mcp-rubber-duck](https://github.com/nesquikm/mcp-rubber-duck) 📇 🏠 ☁️ - An MCP server that bridges to multiple OpenAI-compatible LLMs - your AI rubber duck debugging panel for explaining problems to various AI "ducks" and getting different perspectives
+- [askbudi/roundtable](https://github.com/askbudi/roundtable) 🐍 🏠 - Zero-configuration MCP server that unifies multiple AI coding assistants (Claude Code, Cursor, Codex) through intelligent auto-discovery and standardized interface. Essential infrastructure for autonomous agent development and multi-AI collaboration workflows.
- [VertexStudio/developer](https://github.com/VertexStudio/developer) 🦀 🏠 🍎 🪟 🐧 - Comprehensive developer tools for file editing, shell command execution, and screen capture capabilities
### 🖥️ Command Line
From b3afb7195beacd33324a7c923c3affe820205487 Mon Sep 17 00:00:00 2001
From: kukapay
Date: Wed, 1 Oct 2025 16:59:30 +0800
Subject: [PATCH 214/504] Add dex-pools-mcp
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index cd0f535f..e087c5ef 100644
--- a/README.md
+++ b/README.md
@@ -702,6 +702,7 @@ Provides direct access to local file systems with configurable permissions. Enab
- [kukapay/cryptopanic-mcp-server](https://github.com/kukapay/cryptopanic-mcp-server) 🐍 ☁️ - Providing latest cryptocurrency news to AI agents, powered by CryptoPanic.
- [kukapay/dao-proposals-mcp](https://github.com/kukapay/dao-proposals-mcp) 🐍 ☁️ - An MCP server that aggregates live governance proposals from major DAOs.
- [kukapay/defi-yields-mcp](https://github.com/kukapay/defi-yields-mcp) 🐍 ☁️ - An MCP server for AI agents to explore DeFi yield opportunities.
+- [kukapay/dex-pools-mcp](https://github.com/kukapay/dex-pools-mcp) 🐍 ☁️ - An MCP server that provides AI agents with real-time access to DEX liquidity pool data.
- [kukapay/dune-analytics-mcp](https://github.com/kukapay/dune-analytics-mcp) 🐍 ☁️ - A mcp server that bridges Dune Analytics data to AI agents.
- [kukapay/etf-flow-mcp](https://github.com/kukapay/etf-flow-mcp) 🐍 ☁️ - Delivering crypto ETF flow data to power AI agents' decision-making.
- [kukapay/ethereum-validator-queue-mcp](https://github.com/kukapay/ethereum-validator-queue-mcp) 🐍 ☁️ - An MCP server that tracks Ethereum’s validator activation and exit queues in real time.
From f9b8acf49d49cc4f5a651f1003f8c82e5aa642e0 Mon Sep 17 00:00:00 2001
From: kp-cat <52385411+kp-cat@users.noreply.github.com>
Date: Wed, 1 Oct 2025 15:24:28 +0200
Subject: [PATCH 215/504] Add ConfigCat to dev tools
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index dc560328..46f4f554 100644
--- a/README.md
+++ b/README.md
@@ -484,6 +484,7 @@ Tools and integrations that enhance the development workflow and environment man
- [ckreiling/mcp-server-docker](https://github.com/ckreiling/mcp-server-docker) 🐍 🏠 - Integrate with Docker to manage containers, images, volumes, and networks.
- [CodeLogicIncEngineering/codelogic-mcp-server](https://github.com/CodeLogicIncEngineering/codelogic-mcp-server) 🎖️ 🐍 ☁️ 🍎 🪟 🐧 - Official MCP server for CodeLogic, providing access to code dependency analytics, architectural risk analysis, and impact assessment tools.
- [Comet-ML/Opik-MCP](https://github.com/comet-ml/opik-mcp) 🎖️ 📇 ☁️ 🏠 - Use natural language to explore LLM observability, traces, and monitoring data captured by Opik.
+- [ConfigCat/mcp-server](https://github.com/configcat/mcp-server) 🎖️ 📇 ☁️ - MCP server for interacting with ConfigCat feature flag platform. Supports managing feature flags, configs, environments, products and organizations.
- [cqfn/aibolit-mcp-server](https://github.com/cqfn/aibolit-mcp-server) ☕ - Helping Your AI Agent Identify Hotspots for Refactoring; Help AI Understand How to 'Make Code Better'
- [currents-dev/currents-mcp](https://github.com/currents-dev/currents-mcp) 🎖️ 📇 ☁️ Enable AI Agents to fix Playwright test failures reported to [Currents](https://currents.dev).
- [davidan90/time-node-mcp](https://github.com/davidan90/time-node-mcp) 📇 🏠 - Timezone-aware date and time operations with support for IANA timezones, timezone conversion, and Daylight Saving Time handling.
From b17c8e9ada5073aaf939906f3a68ba3172c70196 Mon Sep 17 00:00:00 2001
From: Mahdiyar
Date: Wed, 1 Oct 2025 20:13:42 -0400
Subject: [PATCH 216/504] Add Roundtable AI MCP Server to Aggregators section
Meta-MCP server that unifies multiple AI coding assistants (Codex, Claude Code, Cursor, Gemini) through intelligent auto-discovery and standardized MCP interface. Provides zero-configuration access to the entire AI coding ecosystem.
Key features:
- Zero-configuration auto-discovery of AI tools
- Unified interface for all AI coding assistants
- Cross-platform support (macOS, Windows, Linux)
- Production-ready with comprehensive error handling
- Built on MCP standard for maximum compatibility
Repository: https://github.com/askbudi/roundtable
PyPI: pip install roundtable-ai
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index dc560328..b42d1c6a 100644
--- a/README.md
+++ b/README.md
@@ -116,6 +116,7 @@ Checkout [awesome-mcp-clients](https://github.com/punkpeye/awesome-mcp-clients/)
Servers for accessing many apps and tools through a single MCP server.
- [1mcp/agent](https://github.com/1mcp-app/agent) 📇 ☁️ 🏠 🍎 🪟 🐧 - A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.
+- [askbudi/roundtable](https://github.com/askbudi/roundtable) 📇 ☁️ 🏠 🍎 🪟 🐧 - Meta-MCP server that unifies multiple AI coding assistants (Codex, Claude Code, Cursor, Gemini) through intelligent auto-discovery and standardized MCP interface, providing zero-configuration access to the entire AI coding ecosystem.
- [duaraghav8/MCPJungle](https://github.com/duaraghav8/MCPJungle) 🏎️ 🏠 - Self-hosted MCP Server registry for enterprise AI Agents
- [glenngillen/mcpmcp-server](https://github.com/glenngillen/mcpmcp-server) ☁️ 📇 🍎 🪟 🐧 - A list of MCP servers so you can ask your client which servers you can use to improve your daily workflow.
- [hamflx/imagen3-mcp](https://github.com/hamflx/imagen3-mcp) 📇 🏠 🪟 🍎 🐧 - A powerful image generation tool using Google's Imagen 3.0 API through MCP. Generate high-quality images from text prompts with advanced photography, artistic, and photorealistic controls.
From 8408b211f6df3247af1e469b93c4b03ea59f3889 Mon Sep 17 00:00:00 2001
From: Matt Joyce
Date: Thu, 2 Oct 2025 11:14:29 +1000
Subject: [PATCH 217/504] Add mcp-construe and mcp-persona-sessions to
Knowledge & Memory
Two Python MCP servers for knowledge management and professional development:
- mcp-construe: Obsidian vault context management with frontmatter filtering
- mcp-persona-sessions: Structured AI sessions for interview prep and coaching
Both local servers actively maintained and production-tested.
---
README.md | 2 ++
1 file changed, 2 insertions(+)
diff --git a/README.md b/README.md
index dc560328..222e7a3e 100644
--- a/README.md
+++ b/README.md
@@ -786,10 +786,12 @@ Persistent memory storage using knowledge graph structures. Enables AI models to
- [jinzcdev/markmap-mcp-server](https://github.com/jinzcdev/markmap-mcp-server) 📇 🏠 - An MCP server built on [markmap](https://github.com/markmap/markmap) that converts **Markdown** to interactive **mind maps**. Supports multi-format exports (PNG/JPG/SVG), live browser preview, one-click Markdown copy, and dynamic visualization features.
- [kaliaboi/mcp-zotero](https://github.com/kaliaboi/mcp-zotero) 📇 ☁️ - A connector for LLMs to work with collections and sources on your Zotero Cloud
- [mem0ai/mem0-mcp](https://github.com/mem0ai/mem0-mcp) 🐍 🏠 - A Model Context Protocol server for Mem0 that helps manage coding preferences and patterns, providing tools for storing, retrieving and semantically handling code implementations, best practices and technical documentation in IDEs like Cursor and Windsurf
+- [mattjoyce/mcp-construe](https://github.com/mattjoyce/mcp-construe) 🐍 🏠 - FastMCP server for intelligent Obsidian vault context management with frontmatter filtering, automatic chunking (95k chars), and secure bidirectional knowledge operations. Curate personal knowledge for AI conversations.
- [modelcontextprotocol/server-memory](https://github.com/modelcontextprotocol/servers/tree/main/src/memory) 📇 🏠 - Knowledge graph-based persistent memory system for maintaining context
- [MWGMorningwood/Central-Memory-MCP](https://github.com/MWGMorningwood/Central-Memory-MCP) 📇 ☁️ - An Azure PaaS-hostable MCP server that provides a workspace-grounded knowledge graph for multiple developers using Azure Functions MCP triggers and Table storage.
- [pi22by7/In-Memoria](https://github.com/pi22by7/In-Memoria) 📇 🦀 🏠 🍎 🐧 🪟 - Persistent intelligence infrastructure for agentic development that gives AI coding assistants cumulative memory and pattern learning. Hybrid TypeScript/Rust implementation with local-first storage using SQLite + SurrealDB for semantic analysis and incremental codebase understanding.
- [pinecone-io/assistant-mcp](https://github.com/pinecone-io/assistant-mcp) 🎖️ 🦀 ☁️ - Connects to your Pinecone Assistant and gives the agent context from its knowledge engine.
+- [mattjoyce/mcp-persona-sessions](https://github.com/mattjoyce/mcp-persona-sessions) 🐍 🏠 - Enable AI assistants to conduct structured, persona-driven sessions including interview preparation, personal reflection, and coaching conversations. Built-in timer management and performance evaluation tools.
- [ragieai/mcp-server](https://github.com/ragieai/ragie-mcp-server) 📇 ☁️ - Retrieve context from your [Ragie](https://www.ragie.ai) (RAG) knowledge base connected to integrations like Google Drive, Notion, JIRA and more.
- [TechDocsStudio/biel-mcp](https://github.com/TechDocsStudio/biel-mcp) 📇 ☁️ - Let AI tools like Cursor, VS Code, or Claude Desktop answer questions using your product docs. Biel.ai provides the RAG system and MCP server.
- [topoteretes/cognee](https://github.com/topoteretes/cognee/tree/dev/cognee-mcp) 📇 🏠 - Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources
From 9a0d27308559dfcb626fb1a678a6547f7f95c350 Mon Sep 17 00:00:00 2001
From: weixiaofeng12
Date: Fri, 3 Oct 2025 11:44:12 +0800
Subject: [PATCH 218/504] Add Context Keeper - LLM-driven context & memory
system
---
README-zh.md | 1 +
README.md | 1 +
2 files changed, 2 insertions(+)
diff --git a/README-zh.md b/README-zh.md
index a303b680..a53445eb 100644
--- a/README-zh.md
+++ b/README-zh.md
@@ -418,6 +418,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
- [graphlit-mcp-server](https://github.com/graphlit/graphlit-mcp-server) 📇 ☁️ - 将来自Slack、Discord、网站、Google Drive、Linear或GitHub的任何内容摄取到Graphlit项目中，然后在诸如Cursor、Windsurf或Cline等MCP客户端中搜索并检索相关知识。
- [@mem0ai/mem0-mcp](https://github.com/mem0ai/mem0-mcp) 🐍 🏠 - 用于 Mem0 的模型上下文协议服务器，帮助管理编码偏好和模式，提供工具用于存储、检索和语义处理代码实现、最佳实践和技术文档，适用于 Cursor 和 Windsurf 等 IDE
- [@ragieai/mcp-server](https://github.com/ragieai/ragie-mcp-server) 📇 ☁️ - 从您的 [Ragie](https://www.ragie.ai) (RAG) 知识库中检索上下文，该知识库连接到 Google Drive、Notion、JIRA 等多种集成。
+- [redleaves/context-keeper](https://github.com/redleaves/context-keeper) 🏎️ 🏠 ☁️ 🍎 🪟 🐧 - LLM驱动的智能上下文与记忆管理系统，采用宽召回+精排序RAG架构。支持多维度检索（向量/时间线/知识图谱）、短期/长期记忆智能转换，完整实现MCP协议（HTTP/WebSocket/SSE）。
- [@upstash/context7](https://github.com/upstash/context7) 📇 ☁️ - 最新的LLM和AI代码编辑器的代码文档。
- [JamesANZ/memory-mcp](https://github.com/JamesANZ/memory-mcp) 📇 🏠 - 一个MCP服务器，使用MongoDB存储和检索来自多个LLM的记忆。提供保存、检索、添加和清除带有时间戳和LLM识别的对话记忆的工具。
- [JamesANZ/cross-llm-mcp](https://github.com/JamesANZ/cross-llm-mcp) 📇 🏠 - 一个MCP服务器，实现跨LLM通信和记忆共享，使不同的AI模型能够在对话间协作和共享上下文。
diff --git a/README.md b/README.md
index f26a91ee..ffd0539f 100644
--- a/README.md
+++ b/README.md
@@ -793,6 +793,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to
- [pi22by7/In-Memoria](https://github.com/pi22by7/In-Memoria) 📇 🦀 🏠 🍎 🐧 🪟 - Persistent intelligence infrastructure for agentic development that gives AI coding assistants cumulative memory and pattern learning. Hybrid TypeScript/Rust implementation with local-first storage using SQLite + SurrealDB for semantic analysis and incremental codebase understanding.
- [pinecone-io/assistant-mcp](https://github.com/pinecone-io/assistant-mcp) 🎖️ 🦀 ☁️ - Connects to your Pinecone Assistant and gives the agent context from its knowledge engine.
- [ragieai/mcp-server](https://github.com/ragieai/ragie-mcp-server) 📇 ☁️ - Retrieve context from your [Ragie](https://www.ragie.ai) (RAG) knowledge base connected to integrations like Google Drive, Notion, JIRA and more.
+- [redleaves/context-keeper](https://github.com/redleaves/context-keeper) 🏎️ 🏠 ☁️ 🍎 🪟 🐧 - LLM-driven context and memory management with wide-recall + precise-reranking RAG architecture. Features multi-dimensional retrieval (vector/timeline/knowledge graph), short/long-term memory, and complete MCP support (HTTP/WebSocket/SSE).
- [TechDocsStudio/biel-mcp](https://github.com/TechDocsStudio/biel-mcp) 📇 ☁️ - Let AI tools like Cursor, VS Code, or Claude Desktop answer questions using your product docs. Biel.ai provides the RAG system and MCP server.
- [topoteretes/cognee](https://github.com/topoteretes/cognee/tree/dev/cognee-mcp) 📇 🏠 - Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources
- [unibaseio/membase-mcp](https://github.com/unibaseio/membase-mcp) 📇 ☁️ - Save and query your agent memory in distributed way by Membase
From 9d8495de78d78f3bb674a33b6e8bffa154ee0064 Mon Sep 17 00:00:00 2001
From: Anatoly Tarnavsky
Date: Fri, 3 Oct 2025 08:07:23 +0300
Subject: [PATCH 219/504] Add anki-mcp-desktop to Workplace & Productivity
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
Added anki-mcp/anki-mcp-desktop - an enterprise-grade MCP server for Anki integration. Key features:
- Natural language interaction for study sessions
- Comprehensive note/deck management
- One-click MCPB installation
- Built on NestJS with TypeScript
- Comprehensive test coverage
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index f26a91ee..9ff329fc 100644
--- a/README.md
+++ b/README.md
@@ -1115,6 +1115,7 @@ Interact with Git repositories and version control platforms. Enables repository
- [Azure/azure-mcp](https://github.com/Azure/azure-mcp) - Official Microsoft MCP server for Azure services including Storage, Cosmos DB, and Azure Monitor.
- [Badhansen/notion-mcp](https://github.com/Badhansen/notion-mcp) 🐍 ☁️ - A Model Context Protocol (MCP) server that integrates with Notion's API to manage personal todo lists efficiently.
- [ankitmalik84/notion-mcp-server](https://github.com/ankitmalik84/Agentic_Longterm_Memory/tree/main/src/notion_mcp_server) 🐍 ☁️ - A comprehensive Model Context Protocol (MCP) server for Notion integration with enhanced functionality, robust error handling, production-ready feature.
+- [anki-mcp/anki-mcp-desktop](https://github.com/anki-mcp/anki-mcp-desktop) 📇 🏠 🍎 🪟 🐧 - Enterprise-grade Anki integration with natural language interaction, comprehensive note/deck management, and one-click MCPB installation. Built on NestJS with comprehensive test coverage.
- [bart6114/my-bear-mcp-server](https://github.com/bart6114/my-bear-mcp-server/) 📇 🏠 🍎 - Allows to read notes and tags for the Bear Note taking app, through a direct integration with Bear's sqlitedb.
- [billster45/mcp-chatgpt-responses](https://github.com/billster45/mcp-chatgpt-responses) 🐍 ☁️ - MCP server for Claude to talk to ChatGPT and use its web search capability.
- [blurrah/mcp-graphql](https://github.com/blurrah/mcp-graphql) 📇 ☁️ - Allows the AI to query GraphQL servers
From 2a3f18e259497b05d5cac619c382ca7bc6e62737 Mon Sep 17 00:00:00 2001
From: franklinic
Date: Fri, 3 Oct 2025 09:36:59 -0400
Subject: [PATCH 220/504] Add Console Automation MCP server to Command Line
section
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
Production-ready MCP server for AI-driven console automation and monitoring.
Features 40 tools for session management, SSH, testing, monitoring, and background jobs.
Like Playwright for terminal applications.
- Added to Command Line category (alphabetically positioned)
- Includes all platform support icons (📇 🏠 🍎 🪟 🐧)
- GitHub: https://github.com/ooples/mcp-console-automation
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index f26a91ee..e30b650b 100644
--- a/README.md
+++ b/README.md
@@ -295,6 +295,7 @@ Run commands, capture output and otherwise interact with shells and command line
- [misiektoja/kill-process-mcp](https://github.com/misiektoja/kill-process-mcp) 🐍 🏠 🍎 🪟 🐧 - List and terminate OS processes via natural language queries
- [MladenSU/cli-mcp-server](https://github.com/MladenSU/cli-mcp-server) 🐍 🏠 - Command line interface with secure execution and customizable security policies
- [OthmaneBlial/term_mcp_deepseek](https://github.com/OthmaneBlial/term_mcp_deepseek) 🐍 🏠 - A DeepSeek MCP-like Server for Terminal
+- [ooples/mcp-console-automation](https://github.com/ooples/mcp-console-automation) 📇 🏠 🍎 🪟 🐧 - Production-ready MCP server for AI-driven console automation and monitoring. 40 tools for session management, SSH, testing, monitoring, and background jobs. Like Playwright for terminal applications.
- [sonirico/mcp-shell](https://github.com/sonirico/mcp-shell) - 🏎️ 🏠 🍎 🪟 🐧 Give hands to AI. MCP server to run shell commands securely, auditably, and on demand on isolated environments like docker.
- [tufantunc/ssh-mcp](https://github.com/tufantunc/ssh-mcp) 📇 🏠 🐧 🪟 - MCP server exposing SSH control for Linux and Windows servers via Model Context Protocol. Securely execute remote shell commands with password or SSH key authentication.
- [tumf/mcp-shell-server](https://github.com/tumf/mcp-shell-server) - A secure shell command execution server implementing the Model Context Protocol (MCP)
From 9fa0e5316cebcac87fc9b57d069d6db6f433dd18 Mon Sep 17 00:00:00 2001
From: kysy
Date: Fri, 3 Oct 2025 09:06:08 -0700
Subject: [PATCH 221/504] added-server-courier-notifications README.md
Added Courier-MCP for notification infrastructure with AI coding agents.
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index f26a91ee..633807ed 100644
--- a/README.md
+++ b/README.md
@@ -310,6 +310,7 @@ Integration with communication platforms for message management and channel oper
- [areweai/tsgram-mcp](https://github.com/areweai/tsgram-mcp) - TSgram: Telegram + Claude with local workspace access on your phone in typescript. Read, write, and vibe code on the go!
- [arpitbatra123/mcp-googletasks](https://github.com/arpitbatra123/mcp-googletasks) 📇 ☁️ - An MCP server to interface with the Google Tasks API
- [Cactusinhand/mcp_server_notify](https://github.com/Cactusinhand/mcp_server_notify) 🐍 🏠 - A MCP server that send desktop notifications with sound effect when agent tasks are completed.
+- [trycourier/courier-mcp](https://github.com/trycourier/courier-mcp) 🎖️ 💬 ☁️ 🛠️ 📇 🤖 - Build multi-channel notifications into your product, send messages, update lists, invoke automations, all without leaving your AI coding space.
- [PhononX/cv-mcp-server](https://github.com/PhononX/cv-mcp-server) 🎖️ 📇 🏠 ☁️ 🍎 🪟 🐧 - MCP Server that connects AI Agents to [Carbon Voice](https://getcarbon.app). Create, manage, and interact with voice messages, conversations, direct messages, folders, voice memos, AI actions and more in [Carbon Voice](https://getcarbon.app).
- [carterlasalle/mac_messages_mcp](https://github.com/carterlasalle/mac_messages_mcp) 🏠 🍎 🚀 - An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages.
- [chaindead/telegram-mcp](https://github.com/chaindead/telegram-mcp) 🏎️ 🏠 - Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, and handling read status
From dcea94bdd6eb9e3a1b75a4764b0e5261a902cd12 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Sat, 4 Oct 2025 04:44:35 +0000
Subject: [PATCH 223/504] Add skullzarmy/vibealive to Developer Tools section
Co-authored-by: skullzarmy <4314832+skullzarmy@users.noreply.github.com>
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 15e36635..4c12ed44 100644
--- a/README.md
+++ b/README.md
@@ -562,6 +562,7 @@ Tools and integrations that enhance the development workflow and environment man
- [sapientpants/sonarqube-mcp-server](https://github.com/sapientpants/sonarqube-mcp-server) 🦀 ☁️ 🏠 - A Model Context Protocol (MCP) server that integrates with SonarQube to provide AI assistants with access to code quality metrics, issues, and quality gate statuses
- [SDGLBL/mcp-claude-code](https://github.com/SDGLBL/mcp-claude-code) 🐍 🏠 - An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project analysis with comprehensive tool support.
- [sequa-ai/sequa-mcp](https://github.com/sequa-ai/sequa-mcp) 📇 ☁️ 🐧 🍎 🪟 - Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools know your entire codebase and docs out of the box.
+- [skullzarmy/vibealive](https://github.com/skullzarmy/vibealive) 📇 🏠 🍎 🪟 🐧 — Full-featured utility to test Next.js projects for unused files and APIs, with an MCP server that exposes project analysis tools to AI assistants.
- [snaggle-ai/openapi-mcp-server](https://github.com/snaggle-ai/openapi-mcp-server) 🏎️ 🏠 - Connect any HTTP/REST API server using an Open API spec (v3)
- [spacecode-ai/SpaceBridge-MCP](https://github.com/spacecode-ai/SpaceBridge-MCP) 🐍 🏠 🍎 🐧 - Bring structure and preserve context in vibe coding by automatically tracking issues.
- [st3v3nmw/sourcerer-mcp](https://github.com/st3v3nmw/sourcerer-mcp) 🏎️ ☁️ - MCP for semantic code search & navigation that reduces token waste
From 0cdbb56579c95602e82609ef9efc92cc5e595df3 Mon Sep 17 00:00:00 2001
From: danielshih
Date: Sat, 4 Oct 2025 20:43:24 +0800
Subject: [PATCH 224/504] add mcp_weather_server server, this project already
in glama.ai https://glama.ai/mcp/servers/@isdaniel/mcp_weather_server
---
README-ja.md | 35 ++++++++++++++++++-----------------
README-ko.md | 1 +
README-pt_BR.md | 3 ++-
README-th.md | 13 +++++++------
README-zh.md | 1 +
README-zh_TW.md | 1 +
README.md | 1 +
7 files changed, 31 insertions(+), 24 deletions(-)
diff --git a/README-ja.md b/README-ja.md
index 78b2b0f7..87df23bc 100644
--- a/README-ja.md
+++ b/README-ja.md
@@ -43,27 +43,27 @@
## 凡例
-* 🎖️ – 公式実装
-* プログラミング言語
- * 🐍 – Pythonコードベース
- * 📇 – TypeScriptコードベース
- * 🏎️ – Goコードベース
- * 🦀 – Rustコードベース
- * #️⃣ – C#コードベース
+* 🎖️ – 公式実装
+* プログラミング言語
+ * 🐍 – Pythonコードベース
+ * 📇 – TypeScriptコードベース
+ * 🏎️ – Goコードベース
+ * 🦀 – Rustコードベース
+ * #️⃣ – C#コードベース
* ☕ – Javaコードベース
- * 🌊 – C/C++コードベース
-* スコープ
- * ☁️ – クラウドサービス
- * 🏠 – ローカルサービス
- * 📟 – 組み込みシステム
-* 対応OS
- * 🍎 – macOS用
- * 🪟 – Windows用
+ * 🌊 – C/C++コードベース
+* スコープ
+ * ☁️ – クラウドサービス
+ * 🏠 – ローカルサービス
+ * 📟 – 組み込みシステム
+* 対応OS
+ * 🍎 – macOS用
+ * 🪟 – Windows用
* 🐧 – Linux用
> [!NOTE]
-> ローカル 🏠 とクラウド ☁️ の違いに迷っていますか？
-> * MCPサーバーがローカルにインストールされたソフトウェアと通信する場合（例：Chromeブラウザの制御）には「ローカル 🏠」を使用してください。
+> ローカル 🏠 とクラウド ☁️ の違いに迷っていますか？
+> * MCPサーバーがローカルにインストールされたソフトウェアと通信する場合（例：Chromeブラウザの制御）には「ローカル 🏠」を使用してください。
> * MCPサーバーがリモートAPIと通信する場合（例：天気API）には「とクラウド ☁️」を使用してください。
## サーバー実装
@@ -433,6 +433,7 @@ aliyun/alibabacloud-tablestore-mcp-server ☕ 🐍 ☁️ - 阿里云表格存
地理および位置ベースのサービス統合。地図データ、方向、および場所情報へのアクセスを提供します。
- [@modelcontextprotocol/server-google-maps](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/google-maps) 📇 ☁️ - 位置情報サービス、ルート計画、および場所の詳細のためのGoogle Maps統合
+- [isdaniel/mcp_weather_server](https://github.com/isdaniel/mcp_weather_server) 🐍 ☁️ - https://api.open-meteo.com API から天気情報を取得。
### 🎯 マーケティング
diff --git a/README-ko.md b/README-ko.md
index 2f41774f..48bb222a 100644
--- a/README-ko.md
+++ b/README-ko.md
@@ -394,6 +394,7 @@
지리 및 위치 기반 서비스 통합. 지도 데이터, 길찾기 및 장소 정보에 대한 접근을 가능하게 합니다.
- [@modelcontextprotocol/server-google-maps](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/google-maps) 📇 ☁️ - 위치 서비스, 경로 안내 및 장소 세부 정보를 위한 Google 지도 통합
+- [isdaniel/mcp_weather_server](https://github.com/isdaniel/mcp_weather_server) 🐍 ☁️ - https://api.open-meteo.com API에서 날씨 정보 가져오기.
- [SecretiveShell/MCP-timeserver](https://github.com/SecretiveShell/MCP-timeserver) 🐍 🏠 - 모든 시간대의 시간에 접근하고 현재 현지 시간 확인
- [webcoderz/MCP-Geo](https://github.com/webcoderz/MCP-Geo) 🐍 🏠 - nominatim, ArcGIS, Bing을 위한 지오코딩 MCP 서버
- [@briandconnelly/mcp-server-ipinfo](https://github.com/briandconnelly/mcp-server-ipinfo) 🐍 ☁️ - IPInfo API를 사용한 IP 주소 지리 위치 및 네트워크 정보
diff --git a/README-pt_BR.md b/README-pt_BR.md
index 99aa04a0..0776042c 100644
--- a/README-pt_BR.md
+++ b/README-pt_BR.md
@@ -241,7 +241,7 @@ Fornece acesso a perfis de clientes dentro de plataformas de dados de clientes
- [sergehuber/inoyu-mcp-unomi-server](https://github.com/sergehuber/inoyu-mcp-unomi-server) 📇 ☁️ - Um servidor MCP para acessar e atualizar perfis em um servidor CDP Apache Unomi.
- [tinybirdco/mcp-tinybird](https://github.com/tinybirdco/mcp-tinybird) 🐍 ☁️ - Um servidor MCP para interagir com um Workspace Tinybird a partir de qualquer cliente MCP.
- [@antv/mcp-server-chart](https://github.com/antvis/mcp-server-chart) 🎖️ 📇 ☁️ - Um plugin do MCP Server baseado no [AntV](https://github.com/antvis) para gerar gráficos de visualização de dados.
-- [hustcc/mcp-echarts](https://github.com/hustcc/mcp-echarts) 📇 🏠 - A ferramenta MCP gera dinamicamente gráficos visuais com sintaxe do [Apache ECharts](https://echarts.apache.org) usando IA.
+- [hustcc/mcp-echarts](https://github.com/hustcc/mcp-echarts) 📇 🏠 - A ferramenta MCP gera dinamicamente gráficos visuais com sintaxe do [Apache ECharts](https://echarts.apache.org) usando IA.
- [hustcc/mcp-mermaid](https://github.com/hustcc/mcp-mermaid) 📇 🏠 - AI gera dinamicamente gráficos visuais usando a sintaxe [Mermaid](https://mermaid.js.org/) MCP.
### 🗄️ Bancos de Dados
@@ -373,6 +373,7 @@ Armazenamento de memória persistente usando estruturas de grafos de conheciment
Serviços baseados em localização e ferramentas de mapeamento. Permite que modelos de IA trabalhem com dados geográficos, informações meteorológicas e análises baseadas em localização.
- [briandconnelly/mcp-server-ipinfo](https://github.com/briandconnelly/mcp-server-ipinfo) 🐍 ☁️ - Geolocalização de endereço IP e informações de rede usando API IPInfo
+- [isdaniel/mcp_weather_server](https://github.com/isdaniel/mcp_weather_server) 🐍 ☁️ - Obter informações meteorológicas da API https://api.open-meteo.com.
- [jagan-shanmugam/open-streetmap-mcp](https://github.com/jagan-shanmugam/open-streetmap-mcp) 🐍 🏠 - Um servidor MCP OpenStreetMap com serviços baseados em localização e dados geoespaciais.
- [kukapay/nearby-search-mcp](https://github.com/kukapay/nearby-search-mcp) 🐍 ☁️ - Um servidor MCP para pesquisas de lugares próximos com detecção de localização baseada em IP.
- [modelcontextprotocol/server-google-maps](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/google-maps) 📇 ☁️ - Integração com Google Maps para serviços de localização, rotas e detalhes de lugares
diff --git a/README-th.md b/README-th.md
index 2ba25760..e45a7dbb 100644
--- a/README-th.md
+++ b/README-th.md
@@ -12,7 +12,7 @@
รายการรวบรวม Model Context Protocol (MCP) servers ที่น่าสนใจ
* [MCP คืออะไร?](#what-is-mcp)
-* [ไคลเอนต์](#clients)
+* [ไคลเอนต์](#clients)
* [บทแนะนำ](#tutorials)
* [การนำไปใช้งานเซิร์ฟเวอร์](#server-implementations)
* [เฟรมเวิร์ค](#frameworks)
@@ -30,7 +30,7 @@
> [!TIP]
> [Glama Chat](https://glama.ai/chat) คือไคลเอนต์ AI แบบ multi-modal ที่รองรับ MCP และมี [AI gateway](https://glama.ai/gateway)
-## บทแนะนำ
+## บทแนะนำ
* [Model Context Protocol (MCP) เริ่มต้นอย่างรวดเร็ว](https://glama.ai/blog/2024-11-25-model-context-protocol-quickstart)
* [การตั้งค่า Claude Desktop App เพื่อใช้งานกับฐานข้อมูล SQLite](https://youtu.be/wxCCzo9dGj0)
@@ -72,10 +72,10 @@
* 🔗 - [รวบรวม](#aggregators)
* 🎨 - [ศิลปะและวัฒนธรรม](#art-and-culture)
* 🧬 - [ชีววิทยา การแพทย์ และไบโออินฟอร์เมติกส์](#bio)
-* 📂 - [การทำงานอัตโนมัติของเบราว์เซอร์](#browser-automation)
+* 📂 - [การทำงานอัตโนมัติของเบราว์เซอร์](#browser-automation)
* ☁️ - [แพลตฟอร์มคลาวด์](#cloud-platforms)
* 👨💻 - [การเรียกใช้โค้ด](#code-execution)
-* 🖥️ - [คำสั่งในเทอร์มินัล](#command-line)
+* 🖥️ - [คำสั่งในเทอร์มินัล](#command-line)
* 💬 - [การสื่อสาร](#communication)
* 👤 - [แพลตฟอร์มข้อมูลลูกค้า](#customer-data-platforms)
* 🗄️ - [ฐานข้อมูล](#databases)
@@ -107,7 +107,7 @@
- [tigranbs/mcgravity](https://github.com/tigranbs/mcgravity) 📇 🏠 - เครื่องมือพร็อกซี่สำหรับรวมเซิร์ฟเวอร์ MCP หลายตัวเข้าด้วยกันเป็นจุดเชื่อมต่อเดียว ปรับขนาดเครื่องมือ AI ของคุณด้วยการกระจายโหลดคำขอระหว่างเซิร์ฟเวอร์ MCP หลายตัว คล้ายกับวิธีที่ Nginx ทำงานสำหรับเว็บเซิร์ฟเวอร์
- [YangLiangwei/PersonalizationMCP](https://github.com/YangLiangwei/PersonalizationMCP) 🐍 ☁️ 🏠 🍎 🪟 🐧 - เซิร์ฟเวอร์ MCP รวมข้อมูลส่วนตัวที่ครอบคลุมด้วยการรวม Steam, YouTube, Bilibili, Spotify, Reddit และแพลตฟอร์มอื่นๆ พร้อมการรับรองความถูกต้อง OAuth2 การจัดการโทเค็นอัตโนมัติ และเครื่องมือ 90+ สำหรับเข้าถึงข้อมูลเกม เพลง วิดีโอ และแพลตฟอร์มโซเชียล
-### 🎨 ศิลปะและวัฒนธรรม
+### 🎨 ศิลปะและวัฒนธรรม
เข้าถึงและสำรวจคอลเลกชันงานศิลปะ มรดกทางวัฒนธรรม และฐานข้อมูลพิพิธภัณฑ์ ช่วยให้โมเดล AI สามารถค้นหาและวิเคราะห์เนื้อหาด้านศิลปะและวัฒนธรรม
@@ -190,7 +190,7 @@
- [@antv/mcp-server-chart](https://github.com/antvis/mcp-server-chart) 🎖️ 📇 ☁️ - ปลั๊กอินสำหรับ MCP Server ที่สร้างขึ้นเพื่อสร้างแผนภูมิการมองเห็นข้อมูลโดยใช้ [AntV](https://github.com/antvis)
- [hustcc/mcp-echarts](https://github.com/hustcc/mcp-echarts) 📇 🏠 - AI สร้างแผนภูมิการมองเห็นที่เขียนด้วยไวยากรณ์ของ [Apache ECharts](https://echarts.apache.org) แบบไดนามิก MCP
- [hustcc/mcp-mermaid](https://github.com/hustcc/mcp-mermaid) 📇 🏠 - AI สร้างแผนภูมิที่มองเห็นได้แบบไดนามิกโดยใช้ไวยากรณ์ของ [Mermaid](ttps://mermaid.js.org/) MCP
-
+
### 🗄️ ฐานข้อมูล
การเข้าถึงฐานข้อมูลอย่างปลอดภัยพร้อมความสามารถในการตรวจสอบสคีมา ช่วยให้สามารถสืบค้นและวิเคราะห์ข้อมูลด้วยการควบคุมความปลอดภัยที่กำหนดค่าได้ รวมถึงการเข้าถึงแบบอ่านอย่างเดียว
@@ -437,6 +437,7 @@
บริการตามตำแหน่งและเครื่องมือแผนที่ ช่วยให้โมเดล AI สามารถทำงานกับข้อมูลทางภูมิศาสตร์ ข้อมูลสภาพอากาศ และการวิเคราะห์ตามตำแหน่ง
- [briandconnelly/mcp-server-ipinfo](https://github.com/briandconnelly/mcp-server-ipinfo) 🐍 ☁️ - ตำแหน่งทางภูมิศาสตร์ของที่อยู่ IP และข้อมูลเครือข่ายโดยใช้ IPInfo API
+- [isdaniel/mcp_weather_server](https://github.com/isdaniel/mcp_weather_server) 🐍 ☁️ - รับข้อมูลสภาพอากาศจาก https://api.open-meteo.com API
- [kukapay/nearby-search-mcp](https://github.com/kukapay/nearby-search-mcp) 🐍 ☁️ - เซิร์ฟเวอร์ MCP สำหรับการค้นหาสถานที่ใกล้เคียงพร้อมการตรวจจับตำแหน่งตาม IP
- [modelcontextprotocol/server-google-maps](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/google-maps) 📇 ☁️ - การผสานรวม Google Maps สำหรับบริการตำแหน่ง การกำหนดเส้นทาง และรายละเอียดสถานที่
- [QGIS MCP](https://github.com/jjsantos01/qgis_mcp) - เชื่อมต่อ QGIS Desktop กับ Claude AI ผ่าน MCP การผสานรวมนี้ช่วยให้สามารถสร้างโปรเจ็กต์ โหลดเลเยอร์ เรียกใช้โค้ด และอื่นๆ โดยใช้พรอมต์ช่วย
diff --git a/README-zh.md b/README-zh.md
index a303b680..db2e4c7c 100644
--- a/README-zh.md
+++ b/README-zh.md
@@ -430,6 +430,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
- [SecretiveShell/MCP-timeserver](https://github.com/SecretiveShell/MCP-timeserver) 🐍 🏠 - 访问任意时区的时间并获取当前本地时间
- [webcoderz/MCP-Geo](https://github.com/webcoderz/MCP-Geo) 🐍 🏠 - 支持 nominatim、ArcGIS、Bing 的地理编码 MCP 服务器
- [@briandconnelly/mcp-server-ipinfo](https://github.com/briandconnelly/mcp-server-ipinfo) 🐍 ☁️ - 使用 IPInfo API 获取 IP 地址的地理位置和网络信息
+- [isdaniel/mcp_weather_server](https://github.com/isdaniel/mcp_weather_server) 🐍 ☁️ - 从 https://api.open-meteo.com API 获取天气信息。
- [QGIS MCP](https://github.com/jjsantos01/qgis_mcp) - 通过MCP将QGIS桌面端与Claude AI连接。该集成支持提示辅助的项目创建、图层加载、代码执行等功能。
- [kukapay/nearby-search-mcp](https://github.com/kukapay/nearby-search-mcp) 🐍 ☁️ - 一个基于IP定位检测的附近地点搜索MCP服务器。
diff --git a/README-zh_TW.md b/README-zh_TW.md
index 08b84584..8b98bb6f 100644
--- a/README-zh_TW.md
+++ b/README-zh_TW.md
@@ -342,6 +342,7 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和
地理和基於位置的服務集成。支援訪問地圖數據、方向和位置資訊。
- [@modelcontextprotocol/server-google-maps](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/google-maps) 📇 ☁️ - Google 地圖集成，提供位置服務、路線規劃和地點詳細資訊
+- [isdaniel/mcp_weather_server](https://github.com/isdaniel/mcp_weather_server) 🐍 ☁️ - 從 https://api.open-meteo.com API 獲取天氣資訊。
- [SecretiveShell/MCP-timeserver](https://github.com/SecretiveShell/MCP-timeserver) 🐍 🏠 - 訪問任意時區的時間並獲取當前本地時間
- [webcoderz/MCP-Geo](https://github.com/webcoderz/MCP-Geo) 🐍 🏠 - 支援 nominatim、ArcGIS、Bing 的地理編碼 MCP 伺服器
- [@briandconnelly/mcp-server-ipinfo](https://github.com/briandconnelly/mcp-server-ipinfo) 🐍 ☁️ - 使用 IPInfo API 獲取 IP 地址的地理位置和網路資訊
diff --git a/README.md b/README.md
index 15e36635..bfabe25d 100644
--- a/README.md
+++ b/README.md
@@ -808,6 +808,7 @@ Location-based services and mapping tools. Enables AI models to work with geogra
- [cqtrinv/trinvmcp](https://github.com/cqtrinv/trinvmcp) 📇 ☁️ - Explore French communes and cadastral parcels based on name and surface
- [devilcoder01/weather-mcp-server](https://github.com/devilcoder01/weather-mcp-server) 🐍 ☁️ - Access real-time weather data for any location using the WeatherAPI.com API, providing detailed forecasts and current conditions.
- [ip2location/mcp-ip2location-io](https://github.com/ip2location/mcp-ip2location-io) 🐍 ☁️ - Official IP2Location.io MCP server to obtain the geolocation, proxy and network information of an IP address utilizing IP2Location.io API.
+- [isdaniel/mcp_weather_server](https://github.com/isdaniel/mcp_weather_server) 🐍 ☁️ - Get weather information from https://api.open-meteo.com API.
- [ipfind/ipfind-mcp-server](https://github.com/ipfind/ipfind-mcp-server) 🐍 ☁️ - IP Address location service using the [IP Find](https://ipfind.com) API
- [ipfred/aiwen-mcp-server-geoip](https://github.com/ipfred/aiwen-mcp-server-geoip) 🐍 📇 ☁️ – MCP Server for the Aiwen IP Location, Get user network IP location, get IP details (country, province, city, lat, lon, ISP, owner, etc.)
- [iplocate/mcp-server-iplocate](https://github.com/iplocate/mcp-server-iplocate) 🎖️ 📇 🏠 - Look up IP address geolocation, network information, detect proxies and VPNs, and find abuse contact details using IPLocate.io
From c3c62919f07416c078078941fc6050c108f8fe64 Mon Sep 17 00:00:00 2001
From: KimJeongKyu-at-015982877895
Date: Sun, 5 Oct 2025 23:31:07 +0900
Subject: [PATCH 225/504] Add llm-token-tracker to Developer Tools
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index bfabe25d..50ae1fe7 100644
--- a/README.md
+++ b/README.md
@@ -579,6 +579,7 @@ Tools and integrations that enhance the development workflow and environment man
- [Webvizio/mcp](https://github.com/Webvizio/mcp) 🎖️ 📇 - Automatically converts feedback and bug reports from websites and web apps into actionable, context-enriched developer tasks. Delivered straight to your AI coding tools, the Webvizio MCP Server ensures your AI agent has all the data it needs to solve tasks with speed and accuracy.
- [WiseVision/mcp_server_ros_2](https://github.com/wise-vision/mcp_server_ros_2) 🐍 🤖 - MCP server for ROS2 enabling AI-driven robotics applications and services.
- [Wooonster/hocr_mcp_server](https://github.com/Wooonster/hocr_mcp_server) 🐍 🏠 – A fastAPI-based FastMCP server with a Vue frontend that sends uploaded images to VLM via the MCP to quickly extract handwritten mathematical formulas as clean LaTeX code.
+- [wn01011/llm-token-tracker](https://github.com/wn01011/llm-token-tracker) 📇 🏠 🍎 🪟 🐧 - Token usage tracker for OpenAI and Claude APIs with MCP support, real-time session tracking, and accurate pricing for 2025 models
- [xcodebuild](https://github.com/ShenghaiWang/xcodebuild) 🍎 Build iOS Xcode workspace/project and feed back errors to llm.
- [XixianLiang/HarmonyOS-mcp-server](https://github.com/XixianLiang/HarmonyOS-mcp-server) 🐍 🏠 - Control HarmonyOS-next devices with AI through MCP. Support device control and UI automation.
- [xzq.xu/jvm-mcp-server](https://github.com/xzq-xu/jvm-mcp-server) 📇 🏠 - An implementation project of a JVM-based MCP (Model Context Protocol) server.
From 1c0f84a148f509840d3f96a1c11c47261dca8d65 Mon Sep 17 00:00:00 2001
From: Sairindhri Bhattacharya
Date: Sun, 20 Jul 2025 13:15:23 -0700
Subject: [PATCH 226/504] Add new SVGMaker MCP server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index bfabe25d..d8251c64 100644
--- a/README.md
+++ b/README.md
@@ -153,6 +153,7 @@ Access and explore art collections, cultural heritage, and museum databases. Ena
- [diivi/aseprite-mcp](https://github.com/diivi/aseprite-mcp) 🐍 🏠 - MCP server using the Aseprite API to create pixel art
- [djalal/quran-mcp-server](https://github.com/djalal/quran-mcp-server) 📇 ☁️ MCP server to interact with Quran.com corpus via the official REST API v4.
- [raveenb/fal-mcp-server](https://github.com/raveenb/fal-mcp-server) 🐍 ☁️ - Generate AI images, videos, and music using Fal.ai models (FLUX, Stable Diffusion, MusicGen) directly in Claude Desktop
+- [GenWaveLLC/svgmaker-mcp](https://github.com/GenWaveLLC/svgmaker-mcp) 📇 ☁️ - Provides AI-driven SVG generation and editing via natural language, with real-time updates and secure file handling.
- [mikechao/metmuseum-mcp](https://github.com/mikechao/metmuseum-mcp) 📇 ☁️ - Metropolitan Museum of Art Collection API integration to search and display artworks in the collection.
- [OctoEverywhere/mcp](https://github.com/OctoEverywhere/mcp) #️⃣ ☁️ - A 3D printer MCP server that allows for getting live printer state, webcam snapshots, and printer control.
- [omni-mcp/isaac-sim-mcp](https://github.com/omni-mcp/isaac-sim-mcp) 📇 ☁️ - A MCP Server and an extension enables natural language control of NVIDIA Isaac Sim, Lab, OpenUSD and etc.
From 1d9fc6373c0d1a1873e6b8fc82bbffc136ad165b Mon Sep 17 00:00:00 2001
From: louis030195
Date: Mon, 6 Oct 2025 13:33:11 -0700
Subject: [PATCH 227/504] Add 4 new MCP servers by @louis030195
- GPTZero MCP: AI detection for text content with confidence scores
- Apollo.io MCP: B2B sales intelligence and prospecting (275M+ contacts)
- Obsidian MCP: Knowledge management with local vault access
- Toggl MCP: Time tracking and productivity monitoring
All servers are TypeScript-based, cloud-enabled, and cross-platform compatible.
---
README.md | 4 ++++
1 file changed, 4 insertions(+)
diff --git a/README.md b/README.md
index bfabe25d..6b450c66 100644
--- a/README.md
+++ b/README.md
@@ -463,6 +463,7 @@ Data Platforms for data integration, transformation and pipeline orchestration.
Tools and integrations that enhance the development workflow and environment management.
- [21st-dev/Magic-MCP](https://github.com/21st-dev/magic-mcp) - Create crafted UI components inspired by the best 21st.dev design engineers.
+- [louis030195/gptzero-mcp](https://github.com/louis030195/gptzero-mcp) 📇 ☁️ 🍎 🪟 🐧 - AI detection for text content with GPTZero API. Detect AI-generated text, get confidence scores, multilingual support (French/Spanish), and detailed probability breakdowns.
- [aashari/mcp-server-atlassian-bitbucket](https://github.com/aashari/mcp-server-atlassian-bitbucket) 📇 ☁️ - Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repositories, pull requests, workspaces, and code in real time.
- [aashari/mcp-server-atlassian-confluence](https://github.com/aashari/mcp-server-atlassian-confluence) 📇 ☁️ - Atlassian Confluence Cloud integration. Enables AI systems to interact with Confluence spaces, pages, and content with automatic ADF to Markdown conversion.
- [aashari/mcp-server-atlassian-jira](https://github.com/aashari/mcp-server-atlassian-jira) 📇 ☁️ - Atlassian Jira Cloud integration. Enables AI systems to interact with Jira projects, issues, comments, and related development information in real time.
@@ -787,6 +788,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to
- [hannesrudolph/mcp-ragdocs](https://github.com/hannesrudolph/mcp-ragdocs) 🐍 🏠 - An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context
- [jinzcdev/markmap-mcp-server](https://github.com/jinzcdev/markmap-mcp-server) 📇 🏠 - An MCP server built on [markmap](https://github.com/markmap/markmap) that converts **Markdown** to interactive **mind maps**. Supports multi-format exports (PNG/JPG/SVG), live browser preview, one-click Markdown copy, and dynamic visualization features.
- [kaliaboi/mcp-zotero](https://github.com/kaliaboi/mcp-zotero) 📇 ☁️ - A connector for LLMs to work with collections and sources on your Zotero Cloud
+- [louis030195/easy-obsidian-mcp](https://github.com/louis030195/easy-obsidian-mcp) 📇 🏠 🍎 🪟 🐧 - Interact with Obsidian vaults for knowledge management. Create, read, update, and search notes. Works with local Obsidian vaults using filesystem access.
- [mem0ai/mem0-mcp](https://github.com/mem0ai/mem0-mcp) 🐍 🏠 - A Model Context Protocol server for Mem0 that helps manage coding preferences and patterns, providing tools for storing, retrieving and semantically handling code implementations, best practices and technical documentation in IDEs like Cursor and Windsurf
- [modelcontextprotocol/server-memory](https://github.com/modelcontextprotocol/servers/tree/main/src/memory) 📇 🏠 - Knowledge graph-based persistent memory system for maintaining context
- [MWGMorningwood/Central-Memory-MCP](https://github.com/MWGMorningwood/Central-Memory-MCP) 📇 ☁️ - An Azure PaaS-hostable MCP server that provides a workspace-grounded knowledge graph for multiple developers using Azure Functions MCP triggers and Table storage.
@@ -830,6 +832,7 @@ Location-based services and mapping tools. Enables AI models to work with geogra
Tools for creating and editing marketing content, working with web meta data, product positioning, and editing guides.
+- [louis030195/apollo-io-mcp](https://github.com/louis030195/apollo-io-mcp) 📇 ☁️ 🍎 🪟 🐧 - B2B sales intelligence and prospecting with Apollo.io. Search for prospects, enrich contacts with emails and phone numbers, discover companies by industry and size, and access Apollo's database of 275M+ contacts.
- [gomarble-ai/facebook-ads-mcp-server](https://github.com/gomarble-ai/facebook-ads-mcp-server) 🐍 ☁️ - MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features.
- [gomarble-ai/google-ads-mcp-server](https://github.com/gomarble-ai/google-ads-mcp-server) 🐍 ☁️ - MCP server acting as an interface to the Google Ads, enabling programmatic access to Google Ads data and management features.
- [marketplaceadpros/amazon-ads-mcp-server](https://github.com/MarketplaceAdPros/amazon-ads-mcp-server) 📇 ☁️ - Enables tools to interact with Amazon Advertising, analyzing campaign metrics and configurations.
@@ -1089,6 +1092,7 @@ Interact with Git repositories and version control platforms. Enables repository
- [bivex/kanboard-mcp](https://github.com/bivex/kanboard-mcp) 🏎️ ☁️ 🏠 - A Model Context Protocol (MCP) server written in Go that empowers AI agents and Large Language Models (LLMs) to seamlessly interact with Kanboard. It transforms natural language commands into Kanboard API calls, enabling intelligent automation of project, task, and user management, streamlining workflows, and enhancing productivity.
- [giuseppe-coco/Google-Workspace-MCP-Server](https://github.com/giuseppe-coco/Google-Workspace-MCP-Server) 🐍 ☁️ 🍎 🪟 🐧 - MCP server that seamlessly interacts with your Google Calendar, Gmail, Drive and so on.
+- [louis030195/toggl-mcp](https://github.com/louis030195/toggl-mcp) 📇 ☁️ 🍎 🪟 🐧 - Time tracking integration with Toggl Track. Start/stop timers, manage time entries, track project time, and get today's summary. Perfect for productivity tracking and billing workflows.
- [MarkusPfundstein/mcp-gsuite](https://github.com/MarkusPfundstein/mcp-gsuite) 🐍 ☁️ - Integration with gmail and Google Calendar.
- [takumi0706/google-calendar-mcp](https://github.com/takumi0706/google-calendar-mcp) 📇 ☁️ - An MCP server to interface with the Google Calendar API. Based on TypeScript.
- [taylorwilsdon/google_workspace_mcp](https://github.com/taylorwilsdon/google_workspace_mcp) 🐍 ☁️ 🍎 🪟 🐧 - Comprehensive Google Workspace MCP server with full support for Google Calendar, Drive, Gmail, and Docs, Forms, Chats, Slides and Sheets over stdio, Streamable HTTP and SSE transports.
From efcf103c818e607ba108145e7f1772b768cece3b Mon Sep 17 00:00:00 2001
From: louis030195
Date: Mon, 6 Oct 2025 13:39:02 -0700
Subject: [PATCH 228/504] Add Terminator MCP to Browser Automation section
- Desktop GUI automation using accessibility APIs
- Cross-platform support (Windows, macOS, Linux)
- Workflow recording and structured data extraction
- Browser DOM inspection capabilities
- TypeScript implementation, local service
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 6b450c66..84e2d299 100644
--- a/README.md
+++ b/README.md
@@ -195,6 +195,7 @@ Web content access and automation capabilities. Enables searching, scraping, and
- [kimtaeyoon83/mcp-server-youtube-transcript](https://github.com/kimtaeyoon83/mcp-server-youtube-transcript) 📇 ☁️ - Fetch YouTube subtitles and transcripts for AI analysis
- [kimtth/mcp-aoai-web-browsing](https://github.com/kimtth/mcp-aoai-web-browsing) 🐍 🏠 - A `minimal` server/client MCP implementation using Azure OpenAI and Playwright.
- [lightpanda-io/gomcp](https://github.com/lightpanda-io/gomcp) 🏎 🏠/☁️ 🐧/🍎 - An MCP server in Go for Lightpanda, the ultra fast headless browser designed for web automation
+- [louis030195/terminator-mcp-agent](https://github.com/mediar-ai/terminator/tree/main/terminator-mcp-agent) 📇 🏠 🍎 🪟 🐧 - Desktop GUI automation using accessibility APIs. Control Windows, macOS, and Linux applications without vision models or screenshots. Supports workflow recording, structured data extraction, and browser DOM inspection.
- [microsoft/playwright-mcp](https://github.com/microsoft/playwright-mcp) - Official Microsoft Playwright MCP server, enabling LLMs to interact with web pages through structured accessibility snapshots
- [modelcontextprotocol/server-puppeteer](https://github.com/modelcontextprotocol/servers/tree/main/src/puppeteer) 📇 🏠 - Browser automation for web scraping and interaction
- [ndthanhdev/mcp-browser-kit](https://github.com/ndthanhdev/mcp-browser-kit) 📇 🏠 - An MCP Server that enables AI assistants to interact with your local browsers.
From 4f2ceb82e7af3b90c4de850a88b6018d5d385751 Mon Sep 17 00:00:00 2001
From: louis030195
Date: Mon, 6 Oct 2025 13:42:23 -0700
Subject: [PATCH 229/504] Move Terminator MCP to Command Line section
Terminator is desktop/computer automation, not just browser automation.
Better fit with Command Line section alongside DesktopCommanderMCP.
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 84e2d299..14706deb 100644
--- a/README.md
+++ b/README.md
@@ -195,7 +195,6 @@ Web content access and automation capabilities. Enables searching, scraping, and
- [kimtaeyoon83/mcp-server-youtube-transcript](https://github.com/kimtaeyoon83/mcp-server-youtube-transcript) 📇 ☁️ - Fetch YouTube subtitles and transcripts for AI analysis
- [kimtth/mcp-aoai-web-browsing](https://github.com/kimtth/mcp-aoai-web-browsing) 🐍 🏠 - A `minimal` server/client MCP implementation using Azure OpenAI and Playwright.
- [lightpanda-io/gomcp](https://github.com/lightpanda-io/gomcp) 🏎 🏠/☁️ 🐧/🍎 - An MCP server in Go for Lightpanda, the ultra fast headless browser designed for web automation
-- [louis030195/terminator-mcp-agent](https://github.com/mediar-ai/terminator/tree/main/terminator-mcp-agent) 📇 🏠 🍎 🪟 🐧 - Desktop GUI automation using accessibility APIs. Control Windows, macOS, and Linux applications without vision models or screenshots. Supports workflow recording, structured data extraction, and browser DOM inspection.
- [microsoft/playwright-mcp](https://github.com/microsoft/playwright-mcp) - Official Microsoft Playwright MCP server, enabling LLMs to interact with web pages through structured accessibility snapshots
- [modelcontextprotocol/server-puppeteer](https://github.com/modelcontextprotocol/servers/tree/main/src/puppeteer) 📇 🏠 - Browser automation for web scraping and interaction
- [ndthanhdev/mcp-browser-kit](https://github.com/ndthanhdev/mcp-browser-kit) 📇 🏠 - An MCP Server that enables AI assistants to interact with your local browsers.
@@ -297,6 +296,7 @@ Run commands, capture output and otherwise interact with shells and command line
- [MladenSU/cli-mcp-server](https://github.com/MladenSU/cli-mcp-server) 🐍 🏠 - Command line interface with secure execution and customizable security policies
- [OthmaneBlial/term_mcp_deepseek](https://github.com/OthmaneBlial/term_mcp_deepseek) 🐍 🏠 - A DeepSeek MCP-like Server for Terminal
- [sonirico/mcp-shell](https://github.com/sonirico/mcp-shell) - 🏎️ 🏠 🍎 🪟 🐧 Give hands to AI. MCP server to run shell commands securely, auditably, and on demand on isolated environments like docker.
+- [louis030195/terminator-mcp-agent](https://github.com/mediar-ai/terminator/tree/main/terminator-mcp-agent) 📇 🏠 🍎 🪟 🐧 - Desktop GUI automation using accessibility APIs. Control Windows, macOS, and Linux applications without vision models or screenshots. Supports workflow recording, structured data extraction, and browser DOM inspection.
- [tufantunc/ssh-mcp](https://github.com/tufantunc/ssh-mcp) 📇 🏠 🐧 🪟 - MCP server exposing SSH control for Linux and Windows servers via Model Context Protocol. Securely execute remote shell commands with password or SSH key authentication.
- [tumf/mcp-shell-server](https://github.com/tumf/mcp-shell-server) - A secure shell command execution server implementing the Model Context Protocol (MCP)
- [wonderwhy-er/DesktopCommanderMCP](https://github.com/wonderwhy-er/DesktopCommanderMCP) 📇 🏠 🍎 🪟 🐧 - A swiss-army-knife that can manage/execute programs and read/write/search/edit code and text files.
From 151ab70b121a0cc9fad157f6fde1f582cc948966 Mon Sep 17 00:00:00 2001
From: louis030195
Date: Mon, 6 Oct 2025 14:35:09 -0700
Subject: [PATCH 230/504] Fix Terminator MCP language badge - add Rust
Terminator is Rust-based with TypeScript MCP wrapper
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 14706deb..2bb248d1 100644
--- a/README.md
+++ b/README.md
@@ -296,7 +296,7 @@ Run commands, capture output and otherwise interact with shells and command line
- [MladenSU/cli-mcp-server](https://github.com/MladenSU/cli-mcp-server) 🐍 🏠 - Command line interface with secure execution and customizable security policies
- [OthmaneBlial/term_mcp_deepseek](https://github.com/OthmaneBlial/term_mcp_deepseek) 🐍 🏠 - A DeepSeek MCP-like Server for Terminal
- [sonirico/mcp-shell](https://github.com/sonirico/mcp-shell) - 🏎️ 🏠 🍎 🪟 🐧 Give hands to AI. MCP server to run shell commands securely, auditably, and on demand on isolated environments like docker.
-- [louis030195/terminator-mcp-agent](https://github.com/mediar-ai/terminator/tree/main/terminator-mcp-agent) 📇 🏠 🍎 🪟 🐧 - Desktop GUI automation using accessibility APIs. Control Windows, macOS, and Linux applications without vision models or screenshots. Supports workflow recording, structured data extraction, and browser DOM inspection.
+- [louis030195/terminator-mcp-agent](https://github.com/mediar-ai/terminator/tree/main/terminator-mcp-agent) 🦀 📇 🏠 🍎 🪟 🐧 - Desktop GUI automation using accessibility APIs. Control Windows, macOS, and Linux applications without vision models or screenshots. Supports workflow recording, structured data extraction, and browser DOM inspection.
- [tufantunc/ssh-mcp](https://github.com/tufantunc/ssh-mcp) 📇 🏠 🐧 🪟 - MCP server exposing SSH control for Linux and Windows servers via Model Context Protocol. Securely execute remote shell commands with password or SSH key authentication.
- [tumf/mcp-shell-server](https://github.com/tumf/mcp-shell-server) - A secure shell command execution server implementing the Model Context Protocol (MCP)
- [wonderwhy-er/DesktopCommanderMCP](https://github.com/wonderwhy-er/DesktopCommanderMCP) 📇 🏠 🍎 🪟 🐧 - A swiss-army-knife that can manage/execute programs and read/write/search/edit code and text files.
From b333371c294398f98135b04e5881c746f1ca76e1 Mon Sep 17 00:00:00 2001
From: Karan Bansal
Date: Wed, 8 Oct 2025 09:10:20 +0530
Subject: [PATCH 231/504] Update reddit-buddy-mcp to reddit-mcp-buddy
Repository was renamed from reddit-buddy-mcp to reddit-mcp-buddy to better reflect the project name. Updating the link to point to the correct repository.
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index c74d2775..0681ca21 100644
--- a/README.md
+++ b/README.md
@@ -1009,7 +1009,7 @@ Integration with social media platforms to allow posting, analytics, and interac
- [anwerj/youtube-uploader-mcp](https://github.com/anwerj/youtube-uploader-mcp) 🏎️ ☁️ - AI‑powered YouTube uploader—no CLI, no YouTube Studio. Uploade videos directly from MCP clients with all AI capabilities.
- [gwbischof/bluesky-social-mcp](https://github.com/gwbischof/bluesky-social-mcp) 🐍 🏠 - An MCP server for interacting with Bluesky via the atproto client.
- [HagaiHen/facebook-mcp-server](https://github.com/HagaiHen/facebook-mcp-server) 🐍 ☁️ - Integrates with Facebook Pages to enable direct management of posts, comments, and engagement metrics through the Graph API for streamlined social media management.
-- [karanb192/reddit-buddy-mcp](https://github.com/karanb192/reddit-buddy-mcp) 📇 🏠 - Browse Reddit posts, search content, and analyze user activity without API keys. Works out-of-the-box with Claude Desktop.
+- [karanb192/reddit-mcp-buddy](https://github.com/karanb192/reddit-mcp-buddy) 📇 🏠 - Browse Reddit posts, search content, and analyze user activity without API keys. Works out-of-the-box with Claude Desktop.
- [kunallunia/twitter-mcp](https://github.com/LuniaKunal/mcp-twitter) 🐍 🏠 - All-in-one Twitter management solution providing timeline access, user tweet retrieval, hashtag monitoring, conversation analysis, direct messaging, sentiment analysis of a post, and complete post lifecycle control - all through a streamlined API.
- [macrocosm-os/macrocosmos-mcp](https://github.com/macrocosm-os/macrocosmos-mcp) - 🎖️ 🐍 ☁️ Access real-time X/Reddit/YouTube data directly in your LLM applications with search phrases, users, and date filtering.
- [sinanefeozler/reddit-summarizer-mcp](https://github.com/sinanefeozler/reddit-summarizer-mcp) 🐍 🏠 ☁️ - MCP server for summarizing users's Reddit homepage or any subreddit based on posts and comments.
From 034f45d07e3afd77c9d39b776225d1db9aeaaec9 Mon Sep 17 00:00:00 2001
From: Bruno Krugel
Date: Wed, 8 Oct 2025 11:43:03 -0300
Subject: [PATCH 232/504] Add echo-mcp
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index c74d2775..84f65bf5 100644
--- a/README.md
+++ b/README.md
@@ -483,6 +483,7 @@ Tools and integrations that enhance the development workflow and environment man
- [CircleCI/mcp-server-circleci](https://github.com/CircleCI-Public/mcp-server-circleci) 📇 ☁️ Enable AI Agents to fix build failures from CircleCI.
- [cjo4m06/mcp-shrimp-task-manager](https://github.com/cjo4m06/mcp-shrimp-task-manager) 📇 ☁️ 🏠 – A programming-focused task management system that boosts coding agents like Cursor AI with advanced task memory, self-reflection, and dependency management. [ShrimpTaskManager](https://cjo4m06.github.io/mcp-shrimp-task-manager)
- [ckanthony/gin-mcp](https://github.com/ckanthony/gin-mcp) 🏎️ ☁️ 📟 🪟 🐧 🍎 - A zero-configuration Go library to automatically expose existing Gin web framework APIs as MCP tools.
+- [BrunoKrugel/echo-mcp](https://github.com/BrunoKrugel/echo-mcp) 🏎️ ☁️ 📟 🪟 🐧 🍎 - A zero-configuration Go library to automatically expose any existing Echo web framework APIs as MCP tools.
- [ckreiling/mcp-server-docker](https://github.com/ckreiling/mcp-server-docker) 🐍 🏠 - Integrate with Docker to manage containers, images, volumes, and networks.
- [CodeLogicIncEngineering/codelogic-mcp-server](https://github.com/CodeLogicIncEngineering/codelogic-mcp-server) 🎖️ 🐍 ☁️ 🍎 🪟 🐧 - Official MCP server for CodeLogic, providing access to code dependency analytics, architectural risk analysis, and impact assessment tools.
- [Comet-ML/Opik-MCP](https://github.com/comet-ml/opik-mcp) 🎖️ 📇 ☁️ 🏠 - Use natural language to explore LLM observability, traces, and monitoring data captured by Opik.
From e5acf7f43afea0302cbed1d61b37b1de9a5685d7 Mon Sep 17 00:00:00 2001
From: Abhishek Kumar
Date: Thu, 9 Oct 2025 00:47:13 +0530
Subject: [PATCH 233/504] Adds the abhiphile/fermat-mcp server to the list of
MCP servers in all README files.
---
README-ja.md | 1 +
README-ko.md | 1 +
README-pt_BR.md | 1 +
README-th.md | 1 +
README-zh.md | 1 +
README-zh_TW.md | 1 +
README.md | 1 +
7 files changed, 7 insertions(+)
diff --git a/README-ja.md b/README-ja.md
index 87df23bc..317f971b 100644
--- a/README-ja.md
+++ b/README-ja.md
@@ -337,6 +337,7 @@ aliyun/alibabacloud-tablestore-mcp-server ☕ 🐍 ☁️ - 阿里云表格存
- [QuantGeekDev/mongo-mcp](https://github.com/QuantGeekDev/mongo-mcp) 📇 🏠 - LLMがデータベースと直接対話できるようにするMongoDB統合
- [runekaagaard/mcp-alchemy](https://github.com/runekaagaard/mcp-alchemy) 🐍 🏠 - PostgreSQL、MySQL、MariaDB、SQLite、Oracle、MS SQL Serverなど多数のデータベースをサポートするSQLAlchemyベースの汎用データベース統合。スキーマと関係の検査、大規模データセット分析機能を備えています
- [tinybirdco/mcp-tinybird](https://github.com/tinybirdco/mcp-tinybird) 🐍 ☁️ - クエリとAPI機能を備えたTinybird統合
+- [abhiphile/fermat-mcp](https://github.com/abhiphile/fermat-mcp) 🐍 🏠 🍎 🪟 🐧 - 究極の数学エンジンで、SymPy、NumPy、Matplotlibを1つの強力なサーバーに統合します。記号代数、数値計算、データ可視化を必要とする開発者や研究者に最適です。
### 📟 組み込みシステム
diff --git a/README-ko.md b/README-ko.md
index 48bb222a..e73839ff 100644
--- a/README-ko.md
+++ b/README-ko.md
@@ -316,6 +316,7 @@
### 🧮 데이터 과학 도구
데이터 탐색, 분석을 단순화하고 데이터 과학 워크플로우를 향상시키기 위해 설계된 통합 및 도구.
+- [abhiphile/fermat-mcp](https://github.com/abhiphile/fermat-mcp) 🐍 🏠 🍎 🪟 🐧 - SymPy, NumPy 및 Matplotlib를 하나의 강력한 서버로 통합한 궁극의 수학 엔진. 기호 대수, 수치 계산 및 데이터 시각화가 필요한 개발자 및 연구자에게 완벽합니다.
- [ChronulusAI/chronulus-mcp](https://github.com/ChronulusAI/chronulus-mcp) 🐍 ☁️ - Chronulus AI 예측 및 예측 에이전트로 무엇이든 예측하세요.
- [zcaceres/markdownify-mcp](https://github.com/zcaceres/markdownify-mcp) 📇 🏠 - 거의 모든 파일이나 웹 콘텐츠를 마크다운으로 변환하는 MCP 서버
- [@reading-plus-ai/mcp-server-data-exploration](https://github.com/reading-plus-ai/mcp-server-data-exploration) 🐍 ☁️ - .csv 기반 데이터셋에 대한 자율적인 데이터 탐색을 가능하게 하여 최소한의 노력으로 지능적인 통찰력 제공.
diff --git a/README-pt_BR.md b/README-pt_BR.md
index 0776042c..d0fe31cc 100644
--- a/README-pt_BR.md
+++ b/README-pt_BR.md
@@ -298,6 +298,7 @@ Integrações e ferramentas desenvolvidas para simplificar a exploração de dad
- [reading-plus-ai/mcp-server-data-exploration](https://github.com/reading-plus-ai/mcp-server-data-exploration) 🐍 ☁️ - Permite exploração autônoma de dados em conjuntos de dados baseados em .csv, fornecendo insights inteligentes com esforço mínimo.
- [zcaceres/markdownify-mcp](https://github.com/zcaceres/markdownify-mcp) 📇 🏠 - Um servidor MCP para converter quase qualquer arquivo ou conteúdo web em Markdown
- [jjsantos01/jupyter-notebook-mcp](https://github.com/jjsantos01/jupyter-notebook-mcp) 🐍 🏠 - conecta o Jupyter Notebook ao Claude AI, permitindo que o Claude interaja diretamente e controle Jupyter Notebooks.
+- [abhiphile/fermat-mcp](https://github.com/abhiphile/fermat-mcp) 🐍 🏠 🍎 🪟 🐧 - O motor de matemática definitivo que unifica SymPy, NumPy e Matplotlib em um servidor poderoso. Perfeito para desenvolvedores e pesquisadores que precisam de álgebra simbólica, computação numérica e visualização de dados.
### 📟 Sistema Embarcado
diff --git a/README-th.md b/README-th.md
index e45a7dbb..9da5a43b 100644
--- a/README-th.md
+++ b/README-th.md
@@ -332,6 +332,7 @@
การผสานรวมและเครื่องมือที่ออกแบบมาเพื่อลดความซับซ้อนในการสำรวจข้อมูล การวิเคราะห์ และปรับปรุงเวิร์กโฟลว์วิทยาศาสตร์ข้อมูล
+- [abhiphile/fermat-mcp](https://github.com/abhiphile/fermat-mcp) 🐍 🏠 🍎 🪟 🐧 - เครื่องมือคณิตศาสตร์ที่ทรงพลังที่รวม SymPy, NumPy และ Matplotlib ไว้ในเซิร์ฟเวอร์เดียว เหมาะสำหรับนักพัฒนาและนักวิจัยที่ต้องการพีชคณิตเชิงสัญลักษณ์ การคำนวณเชิงตัวเลข และการแสดงภาพข้อมูล
- [ChronulusAI/chronulus-mcp](https://github.com/ChronulusAI/chronulus-mcp) 🐍 ☁️ - ทำนายอะไรก็ได้ด้วยตัวแทนการพยากรณ์และการทำนายของ Chronulus AI
- [reading-plus-ai/mcp-server-data-exploration](https://github.com/reading-plus-ai/mcp-server-data-exploration) 🐍 ☁️ - เปิดใช้งานการสำรวจข้อมูลอัตโนมัติบนชุดข้อมูลที่ใช้ .csv ให้ข้อมูลเชิงลึกอัจฉริยะด้วยความพยายามน้อยที่สุด
- [zcaceres/markdownify-mcp](https://github.com/zcaceres/markdownify-mcp) 📇 🏠 - เซิร์ฟเวอร์ MCP เพื่อแปลงไฟล์หรือเนื้อหาเว็บเกือบทุกชนิดเป็น Markdown
diff --git a/README-zh.md b/README-zh.md
index db2e4c7c..5d1c14d3 100644
--- a/README-zh.md
+++ b/README-zh.md
@@ -348,6 +348,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
- [zcaceres/markdownify-mcp](https://github.com/zcaceres/markdownify-mcp) 📇 🏠 - 一个 MCP 服务器，可将几乎任何文件或网络内容转换为 Markdown
- [@reading-plus-ai/mcp-server-data-exploration](https://github.com/reading-plus-ai/mcp-server-data-exploration) 🐍 ☁️ - 实现基于.csv数据集的自动数据探索，提供最少工作量的智能化洞察。
- [DataEval/dingo](https://github.com/DataEval/dingo) 🎖️ 🐍 🏠 🍎 🪟 🐧 - Dingo 的 MCP 服务端。Dingo是一款全面的数据质量评估工具。支持与 Dingo 基于规则和 LLM 的评估功能进行交互以及列出可用规则和提示词。
+- [abhiphile/fermat-mcp](https://github.com/abhiphile/fermat-mcp) 🐍 🏠 🍎 🪟 🐧 - 终极数学引擎，将 SymPy、NumPy 和 Matplotlib 统一在一个强大的服务器中。非常适合需要符号代数、数值计算和数据可视化的开发人员和研究人员。
### 📂 文件系统
diff --git a/README-zh_TW.md b/README-zh_TW.md
index 8b98bb6f..bf2c048c 100644
--- a/README-zh_TW.md
+++ b/README-zh_TW.md
@@ -277,6 +277,7 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和
- [@reading-plus-ai/mcp-server-data-exploration](https://github.com/reading-plus-ai/mcp-server-data-exploration) 🐍 ☁️ - 支援對基於 .csv 的數據集進行自主數據探索，以最小的成本提供智慧見解。
- [zcaceres/markdownify-mcp](https://github.com/zcaceres/markdownify-mcp) 📇 🏠 - 一個 MCP 伺服器，可將幾乎任何文件或網路內容轉換為 Markdown
+- [abhiphile/fermat-mcp](https://github.com/abhiphile/fermat-mcp) 🐍 🏠 🍎 🪟 🐧 - 終極數學引擎，將 SymPy、NumPy 和 Matplotlib 統一在一個強大的伺服器中。非常適合需要符號代數、數值計算和資料視覺化的開發人員和研究人員。
### 📟 嵌入式系統
diff --git a/README.md b/README.md
index c74d2775..db78fd2d 100644
--- a/README.md
+++ b/README.md
@@ -608,6 +608,7 @@ Integrations and tools designed to simplify data exploration, analysis and enhan
- [ChronulusAI/chronulus-mcp](https://github.com/ChronulusAI/chronulus-mcp) 🐍 ☁️ - Predict anything with Chronulus AI forecasting and prediction agents.
- [DataEval/dingo](https://github.com/DataEval/dingo) 🎖️ 🐍 🏠 🍎 🪟 🐧 - MCP server for the Dingo: a comprehensive data quality evaluation tool. Server Enables interaction with Dingo's rule-based and LLM-based evaluation capabilities and rules&prompts listing.
- [datalayer/jupyter-mcp-server](https://github.com/datalayer/jupyter-mcp-server) 🐍 🏠 - Model Context Protocol (MCP) Server for Jupyter.
+- [abhiphile/fermat-mcp](https://github.com/abhiphile/fermat-mcp) 🐍 🏠 🍎 🪟 🐧 - The ultimate math engine unifying SymPy, NumPy & Matplotlib in one powerful server. Perfect for developers & researchers needing symbolic algebra, numerical computing, and data visualization.
- [growthbook/growthbook-mcp](https://github.com/growthbook/growthbook-mcp) 🎖️ 📇 🏠 🪟 🐧 🍎 — Tools for creating and interacting with GrowthBook feature flags and experiments.
- [HumanSignal/label-studio-mcp-server](https://github.com/HumanSignal/label-studio-mcp-server) 🎖️ 🐍 ☁️ 🪟 🐧 🍎 - Create, manage, and automate Label Studio projects, tasks, and predictions for data labeling workflows.
- [jjsantos01/jupyter-notebook-mcp](https://github.com/jjsantos01/jupyter-notebook-mcp) 🐍 🏠 - connects Jupyter Notebook to Claude AI, allowing Claude to directly interact with and control Jupyter Notebooks.
From 3c44617a534b2e932fd6b561773634456f1a7c98 Mon Sep 17 00:00:00 2001
From: Taras Trishchuk
Date: Wed, 8 Oct 2025 23:05:54 +0300
Subject: [PATCH 234/504] Add Copilot MCP Server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index c74d2775..63223759 100644
--- a/README.md
+++ b/README.md
@@ -282,6 +282,7 @@ Full coding agents that enable LLMs to read, edit, and execute code and solve ge
- [tiianhk/MaxMSP-MCP-Server](https://github.com/tiianhk/MaxMSP-MCP-Server) 🐍 🏠 🎵 🎥 - A coding agent for Max (Max/MSP/Jitter), which is a visual programming language for music and multimedia.
- [nesquikm/mcp-rubber-duck](https://github.com/nesquikm/mcp-rubber-duck) 📇 🏠 ☁️ - An MCP server that bridges to multiple OpenAI-compatible LLMs - your AI rubber duck debugging panel for explaining problems to various AI "ducks" and getting different perspectives
- [VertexStudio/developer](https://github.com/VertexStudio/developer) 🦀 🏠 🍎 🪟 🐧 - Comprehensive developer tools for file editing, shell command execution, and screen capture capabilities
+- [x51xxx/copilot-mcp-server](https://github.com/x51xxx/copilot-mcp-server) 📇 ☁️ - MCP server that connects your IDE or AI assistant to GitHub Copilot CLI for code analysis, review, and batch processing
### 🖥️ Command Line
From fc58903a50c1a1e2e7e7864e7ee6502c006b9877 Mon Sep 17 00:00:00 2001
From: Taras Trishchuk
Date: Wed, 8 Oct 2025 23:17:06 +0300
Subject: [PATCH 235/504] Add Codex-mcp-tool Server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index c74d2775..5cdc4ead 100644
--- a/README.md
+++ b/README.md
@@ -282,6 +282,7 @@ Full coding agents that enable LLMs to read, edit, and execute code and solve ge
- [tiianhk/MaxMSP-MCP-Server](https://github.com/tiianhk/MaxMSP-MCP-Server) 🐍 🏠 🎵 🎥 - A coding agent for Max (Max/MSP/Jitter), which is a visual programming language for music and multimedia.
- [nesquikm/mcp-rubber-duck](https://github.com/nesquikm/mcp-rubber-duck) 📇 🏠 ☁️ - An MCP server that bridges to multiple OpenAI-compatible LLMs - your AI rubber duck debugging panel for explaining problems to various AI "ducks" and getting different perspectives
- [VertexStudio/developer](https://github.com/VertexStudio/developer) 🦀 🏠 🍎 🪟 🐧 - Comprehensive developer tools for file editing, shell command execution, and screen capture capabilities
+- [x51xxx/codex-mcp-tool](https://github.com/x51xxx/codex-mcp-tool) 📇 ☁️ - MCP server that connects your IDE or AI assistant to Codex CLI for code analysis and editing with support for multiple models (gpt-5-codex, o3, codex-1)
### 🖥️ Command Line
From b84c0477f7f44f48eb3a73b41bb18751757263a0 Mon Sep 17 00:00:00 2001
From: molanojustin <160653314+molanojustin@users.noreply.github.com>
Date: Wed, 8 Oct 2025 16:54:31 -0400
Subject: [PATCH 236/504] Add new smithsonian-mcp server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index c74d2775..a0fa8e93 100644
--- a/README.md
+++ b/README.md
@@ -154,6 +154,7 @@ Access and explore art collections, cultural heritage, and museum databases. Ena
- [djalal/quran-mcp-server](https://github.com/djalal/quran-mcp-server) 📇 ☁️ MCP server to interact with Quran.com corpus via the official REST API v4.
- [raveenb/fal-mcp-server](https://github.com/raveenb/fal-mcp-server) 🐍 ☁️ - Generate AI images, videos, and music using Fal.ai models (FLUX, Stable Diffusion, MusicGen) directly in Claude Desktop
- [mikechao/metmuseum-mcp](https://github.com/mikechao/metmuseum-mcp) 📇 ☁️ - Metropolitan Museum of Art Collection API integration to search and display artworks in the collection.
+- [molanojustin/smithsonian-mcp](https://github.com/molanojustin/smithsonian-mcp) 🐍 ☁️ - MCP server that provides AI assistants with access to the Smithsonian Institution's Open Access collections.
- [OctoEverywhere/mcp](https://github.com/OctoEverywhere/mcp) #️⃣ ☁️ - A 3D printer MCP server that allows for getting live printer state, webcam snapshots, and printer control.
- [omni-mcp/isaac-sim-mcp](https://github.com/omni-mcp/isaac-sim-mcp) 📇 ☁️ - A MCP Server and an extension enables natural language control of NVIDIA Isaac Sim, Lab, OpenUSD and etc.
- [PatrickPalmer/MayaMCP](https://github.com/PatrickPalmer/MayaMCP) 🐍 🏠 - MCP server for Autodesk Maya
From c620457629fe9937f4a0052d7f64471da2817aee Mon Sep 17 00:00:00 2001
From: wener
Date: Thu, 9 Oct 2025 13:49:02 +0800
Subject: [PATCH 237/504] Add wener-mssql-mcp to databases section
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index c74d2775..5ce726fe 100644
--- a/README.md
+++ b/README.md
@@ -423,6 +423,7 @@ Secure database access with schema inspection capabilities. Enables querying and
- [rashidazarang/airtable-mcp](https://github.com/rashidazarang/airtable-mcp) 🐍 ☁️ - Connect AI tools directly to Airtable. Query, create, update, and delete records using natural language. Features include base management, table operations, schema manipulation, record filtering, and data migration through a standardized MCP interface.
- [redis/mcp-redis](https://github.com/redis/mcp-redis) 🐍 🏠 - The Redis official MCP Server offers an interface to manage and search data in Redis.
- [runekaagaard/mcp-alchemy](https://github.com/runekaagaard/mcp-alchemy) 🐍 🏠 - Universal SQLAlchemy-based database integration supporting PostgreSQL, MySQL, MariaDB, SQLite, Oracle, MS SQL Server and many more databases. Features schema and relationship inspection, and large dataset analysis capabilities.
+- [wenerme/wener-mssql-mcp](https://github.com/wenerme/wode/tree/develop/packages/wener-mssql-mcp) 🐍 🏠 - MSSQL database integration with schema inspection and query capabilities
- [s2-streamstore/s2-sdk-typescript](https://github.com/s2-streamstore/s2-sdk-typescript) 🎖️ 📇 ☁️ - Official MCP server for the S2.dev serverless stream platform.
- [schemacrawler/SchemaCrawler-MCP-Server-Usage](https://github.com/schemacrawler/SchemaCrawler-MCP-Server-Usage) 🎖️ ☕ – Connect to any relational database, and be able to get valid SQL, and ask questions like what does a certain column prefix mean.
- [sirmews/mcp-pinecone](https://github.com/sirmews/mcp-pinecone) 🐍 ☁️ - Pinecone integration with vector search capabilities
From 593e037a6190f3caa060a010a5551df58c8c8599 Mon Sep 17 00:00:00 2001
From: wener
Date: Thu, 9 Oct 2025 13:53:16 +0800
Subject: [PATCH 238/504] Fix language icon from Python to TypeScript
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 5ce726fe..878b0d89 100644
--- a/README.md
+++ b/README.md
@@ -423,7 +423,7 @@ Secure database access with schema inspection capabilities. Enables querying and
- [rashidazarang/airtable-mcp](https://github.com/rashidazarang/airtable-mcp) 🐍 ☁️ - Connect AI tools directly to Airtable. Query, create, update, and delete records using natural language. Features include base management, table operations, schema manipulation, record filtering, and data migration through a standardized MCP interface.
- [redis/mcp-redis](https://github.com/redis/mcp-redis) 🐍 🏠 - The Redis official MCP Server offers an interface to manage and search data in Redis.
- [runekaagaard/mcp-alchemy](https://github.com/runekaagaard/mcp-alchemy) 🐍 🏠 - Universal SQLAlchemy-based database integration supporting PostgreSQL, MySQL, MariaDB, SQLite, Oracle, MS SQL Server and many more databases. Features schema and relationship inspection, and large dataset analysis capabilities.
-- [wenerme/wener-mssql-mcp](https://github.com/wenerme/wode/tree/develop/packages/wener-mssql-mcp) 🐍 🏠 - MSSQL database integration with schema inspection and query capabilities
+- [wenerme/wener-mssql-mcp](https://github.com/wenerme/wode/tree/develop/packages/wener-mssql-mcp) 📇 🏠 - MSSQL database integration with schema inspection and query capabilities
- [s2-streamstore/s2-sdk-typescript](https://github.com/s2-streamstore/s2-sdk-typescript) 🎖️ 📇 ☁️ - Official MCP server for the S2.dev serverless stream platform.
- [schemacrawler/SchemaCrawler-MCP-Server-Usage](https://github.com/schemacrawler/SchemaCrawler-MCP-Server-Usage) 🎖️ ☕ – Connect to any relational database, and be able to get valid SQL, and ask questions like what does a certain column prefix mean.
- [sirmews/mcp-pinecone](https://github.com/sirmews/mcp-pinecone) 🐍 ☁️ - Pinecone integration with vector search capabilities
From 4ae471873b7dc0f08429efa78bd8f3893d22e073 Mon Sep 17 00:00:00 2001
From: tomatostranger
Date: Thu, 9 Oct 2025 15:00:48 +0800
Subject: [PATCH 239/504] Add new TikTok Ads MCP server to marketing section
across all languages
---
README-ja.md | 1 +
README-ko.md | 1 +
README-pt_BR.md | 1 +
README-th.md | 1 +
README-zh.md | 1 +
README-zh_TW.md | 1 +
README.md | 1 +
7 files changed, 7 insertions(+)
diff --git a/README-ja.md b/README-ja.md
index 87df23bc..131d00e1 100644
--- a/README-ja.md
+++ b/README-ja.md
@@ -443,6 +443,7 @@ aliyun/alibabacloud-tablestore-mcp-server ☕ 🐍 ☁️ - 阿里云表格存
- [open-strategy-partners/osp_marketing_tools](https://github.com/open-strategy-partners/osp_marketing_tools) 🐍 🏠 - Open Strategy Partnersからの マーケティングツールスイートで、文章スタイル、編集コード、製品マーケティング価値マップ作成を含む。
- [nictuku/meta-ads-mcp](https://github.com/nictuku/meta-ads-mcp) 🐍 ☁️ 🏠 - AIエージェントがMeta広告のパフォーマンスを監視・最適化し、キャンペーンメトリクスを分析し、オーディエンスターゲティングを調整し、クリエイティブアセットを管理し、シームレスなGraph API統合を通じて広告費とキャンペーン設定についてデータ主導の推奨事項を作成できるようにします。
- [marketplaceadpros/amazon-ads-mcp-server](https://github.com/MarketplaceAdPros/amazon-ads-mcp-server) 📇 ☁️ - Amazon Advertisingと対話し、キャンペーンメトリクスと設定を分析するツールを有効にします。
+- [AdsMCP/tiktok-ads-mcp-server](https://github.com/AdsMCP/tiktok-ads-mcp-server) 🐍 ☁️ - TikTok Ads API統合のためのModel Context Protocolサーバー。AIアシスタントがキャンペーン管理、パフォーマンス分析、オーディエンスとクリエイティブの処理をOAuth認証フローで実行できます。
### 📊 監視
diff --git a/README-ko.md b/README-ko.md
index 48bb222a..35c8d087 100644
--- a/README-ko.md
+++ b/README-ko.md
@@ -406,6 +406,7 @@
마케팅 콘텐츠 생성 및 편집, 웹 메타 데이터 작업, 제품 포지셔닝 및 편집 가이드 작업을 위한 도구.
- [Open Strategy Partners 마케팅 도구](https://github.com/open-strategy-partners/osp_marketing_tools) 🐍 🏠 - 글쓰기 스타일, 편집 코드, 제품 마케팅 가치 맵 생성을 포함한 Open Strategy Partners의 마케팅 도구 모음.
+- [AdsMCP/tiktok-ads-mcp-server](https://github.com/AdsMCP/tiktok-ads-mcp-server) 🐍 ☁️ - TikTok Ads API 통합을 위한 Model Context Protocol 서버로, AI 어시스턴트가 OAuth 인증 플로우를 통해 캠페인 관리, 성능 분석, 오디언스 및 크리에이티브 처리를 수행할 수 있습니다.
### 📊 모니터링
diff --git a/README-pt_BR.md b/README-pt_BR.md
index 0776042c..46ac1e82 100644
--- a/README-pt_BR.md
+++ b/README-pt_BR.md
@@ -388,6 +388,7 @@ Serviços baseados em localização e ferramentas de mapeamento. Permite que mod
Ferramentas para criar e editar conteúdo de marketing, trabalhar com meta dados web, posicionamento de produto e guias de edição.
- [Open Strategy Partners Marketing Tools](https://github.com/open-strategy-partners/osp_marketing_tools) 🐍 🏠 - Um conjunto de ferramentas de marketing da Open Strategy Partners, incluindo estilo de escrita, códigos de edição e criação de mapa de valor de marketing de produto.
+- [AdsMCP/tiktok-ads-mcp-server](https://github.com/AdsMCP/tiktok-ads-mcp-server) 🐍 ☁️ - Um servidor Model Context Protocol para integração com a API do TikTok Ads, permitindo que assistentes de IA gerenciem campanhas, analisem métricas de desempenho, lidem com audiências e criativos através do fluxo de autenticação OAuth.
### 📊 Monitoramento
diff --git a/README-th.md b/README-th.md
index e45a7dbb..4882caf3 100644
--- a/README-th.md
+++ b/README-th.md
@@ -450,6 +450,7 @@
เครื่องมือสำหรับสร้างและแก้ไขเนื้อหาทางการตลาด ทำงานกับข้อมูลเมตาเว็บ การวางตำแหน่งผลิตภัณฑ์ และคู่มือการแก้ไข
- [Open Strategy Partners Marketing Tools](https://github.com/open-strategy-partners/osp_marketing_tools) 🐍 🏠 - ชุดเครื่องมือทางการตลาดจาก Open Strategy Partners รวมถึงรูปแบบการเขียน รหัสการแก้ไข และการสร้างแผนที่มูลค่าการตลาดผลิตภัณฑ์
+- [AdsMCP/tiktok-ads-mcp-server](https://github.com/AdsMCP/tiktok-ads-mcp-server) 🐍 ☁️ - เซิร์ฟเวอร์ Model Context Protocol สำหรับการผสานรวม TikTok Ads API ช่วยให้ผู้ช่วย AI สามารถจัดการแคมเปญ วิเคราะห์เมตริกประสิทธิภาพ จัดการกลุ่มเป้าหมายและสร้างสรรค์ผ่านการรับรองตัวตน OAuth
### 📊 การตรวจสอบ
diff --git a/README-zh.md b/README-zh.md
index db2e4c7c..89437511 100644
--- a/README-zh.md
+++ b/README-zh.md
@@ -439,6 +439,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
用于创建和编辑营销内容、处理网页元数据、产品定位和编辑指南的工具。
- [Open Strategy Partners Marketing Tools](https://github.com/open-strategy-partners/osp_marketing_tools) 🐍 🏠 - Open Strategy Partners 提供的营销工具套件，包含写作风格指南、编辑规范和产品营销价值图谱创建工具
+- [AdsMCP/tiktok-ads-mcp-server](https://github.com/AdsMCP/tiktok-ads-mcp-server) 🐍 ☁️ - TikTok Ads API 集成的模型上下文协议服务器，让 AI 助手能够通过 OAuth 认证流程管理广告活动、分析性能指标、处理受众和创意内容
### 📊 监测
diff --git a/README-zh_TW.md b/README-zh_TW.md
index 8b98bb6f..60e2615e 100644
--- a/README-zh_TW.md
+++ b/README-zh_TW.md
@@ -352,6 +352,7 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和
用於創建和編輯行銷內容、處理網頁元數據、產品定位和編輯指南的工具。
- [Open Strategy Partners Marketing Tools](https://github.com/open-strategy-partners/osp_marketing_tools) 🐍 🏠 - Open Strategy Partners 提供的行銷工具套件，包含寫作風格指南、編輯規範和產品行銷價值圖譜創建工具
+- [AdsMCP/tiktok-ads-mcp-server](https://github.com/AdsMCP/tiktok-ads-mcp-server) 🐍 ☁️ - TikTok Ads API 整合的模型上下文協議伺服器，讓 AI 助手能夠透過 OAuth 認證流程管理廣告活動、分析績效指標、處理受眾和創意內容
### 📊 監測
diff --git a/README.md b/README.md
index c74d2775..63cfb521 100644
--- a/README.md
+++ b/README.md
@@ -838,6 +838,7 @@ Tools for creating and editing marketing content, working with web meta data, pr
- [pipeboard-co/meta-ads-mcp](https://github.com/pipeboard-co/meta-ads-mcp) 🐍 ☁️ 🏠 - Meta Ads automation that just works. Trusted by 10,000+ businesses to analyze performance, test creatives, optimize spend, and scale results — simply and reliably.
- [stape-io/stape-mcp-server](https://github.com/stape-io/stape-mcp-server) 📇 ☁️ – This project implements an MCP (Model Context Protocol) server for the Stape platform. It allows interaction with the Stape API using AI assistants like Claude or AI-powered IDEs like Cursor.
- [stape-io/google-tag-manager-mcp-server](https://github.com/stape-io/google-tag-manager-mcp-server) 📇 ☁️ – This server supports remote MCP connections, includes built-in Google OAuth, and provide an interface to the Google Tag Manager API.
+- [AdsMCP/tiktok-ads-mcp-server](https://github.com/AdsMCP/tiktok-ads-mcp-server) 🐍 ☁️ - A Model Context Protocol server for TikTok Ads API integration, enabling AI assistants to manage campaigns, analyze performance metrics, handle audiences and creatives with OAuth authentication flow.
### 📊 Monitoring
From 25a6040d3c271932f1eb400770eb629270320d94 Mon Sep 17 00:00:00 2001
From: tomatostranger
Date: Thu, 9 Oct 2025 15:22:37 +0800
Subject: [PATCH 240/504] Add new TikTok Ads MCP server to marketing section
across all languages
---
README-ja.md | 2 +-
README-ko.md | 2 +-
README-pt_BR.md | 2 +-
README-th.md | 2 +-
README-zh.md | 2 +-
README-zh_TW.md | 2 +-
README.md | 2 +-
7 files changed, 7 insertions(+), 7 deletions(-)
diff --git a/README-ja.md b/README-ja.md
index 131d00e1..87bf9609 100644
--- a/README-ja.md
+++ b/README-ja.md
@@ -439,11 +439,11 @@ aliyun/alibabacloud-tablestore-mcp-server ☕ 🐍 ☁️ - 阿里云表格存
マーケティングコンテンツの作成と編集、ウェブメタデータの操作、製品ポジショニング、編集ガイドのためのツール。
+- [AdsMCP/tiktok-ads-mcp-server](https://github.com/AdsMCP/tiktok-ads-mcp-server) 🐍 ☁️ - TikTok Ads API統合のためのModel Context Protocolサーバー。AIアシスタントがキャンペーン管理、パフォーマンス分析、オーディエンスとクリエイティブの処理をOAuth認証フローで実行できます。
- [gomarble-ai/facebook-ads-mcp-server](https://github.com/gomarble-ai/facebook-ads-mcp-server) 🐍 ☁️ - Facebook Adsとのインターフェースとして機能するMCPサーバーで、Facebook Adsデータと管理機能への プログラマティックアクセスを可能にします。
- [open-strategy-partners/osp_marketing_tools](https://github.com/open-strategy-partners/osp_marketing_tools) 🐍 🏠 - Open Strategy Partnersからの マーケティングツールスイートで、文章スタイル、編集コード、製品マーケティング価値マップ作成を含む。
- [nictuku/meta-ads-mcp](https://github.com/nictuku/meta-ads-mcp) 🐍 ☁️ 🏠 - AIエージェントがMeta広告のパフォーマンスを監視・最適化し、キャンペーンメトリクスを分析し、オーディエンスターゲティングを調整し、クリエイティブアセットを管理し、シームレスなGraph API統合を通じて広告費とキャンペーン設定についてデータ主導の推奨事項を作成できるようにします。
- [marketplaceadpros/amazon-ads-mcp-server](https://github.com/MarketplaceAdPros/amazon-ads-mcp-server) 📇 ☁️ - Amazon Advertisingと対話し、キャンペーンメトリクスと設定を分析するツールを有効にします。
-- [AdsMCP/tiktok-ads-mcp-server](https://github.com/AdsMCP/tiktok-ads-mcp-server) 🐍 ☁️ - TikTok Ads API統合のためのModel Context Protocolサーバー。AIアシスタントがキャンペーン管理、パフォーマンス分析、オーディエンスとクリエイティブの処理をOAuth認証フローで実行できます。
### 📊 監視
diff --git a/README-ko.md b/README-ko.md
index 35c8d087..8cdfa4dc 100644
--- a/README-ko.md
+++ b/README-ko.md
@@ -405,8 +405,8 @@
마케팅 콘텐츠 생성 및 편집, 웹 메타 데이터 작업, 제품 포지셔닝 및 편집 가이드 작업을 위한 도구.
-- [Open Strategy Partners 마케팅 도구](https://github.com/open-strategy-partners/osp_marketing_tools) 🐍 🏠 - 글쓰기 스타일, 편집 코드, 제품 마케팅 가치 맵 생성을 포함한 Open Strategy Partners의 마케팅 도구 모음.
- [AdsMCP/tiktok-ads-mcp-server](https://github.com/AdsMCP/tiktok-ads-mcp-server) 🐍 ☁️ - TikTok Ads API 통합을 위한 Model Context Protocol 서버로, AI 어시스턴트가 OAuth 인증 플로우를 통해 캠페인 관리, 성능 분석, 오디언스 및 크리에이티브 처리를 수행할 수 있습니다.
+- [Open Strategy Partners 마케팅 도구](https://github.com/open-strategy-partners/osp_marketing_tools) 🐍 🏠 - 글쓰기 스타일, 편집 코드, 제품 마케팅 가치 맵 생성을 포함한 Open Strategy Partners의 마케팅 도구 모음.
### 📊 모니터링
diff --git a/README-pt_BR.md b/README-pt_BR.md
index 46ac1e82..22116b44 100644
--- a/README-pt_BR.md
+++ b/README-pt_BR.md
@@ -387,8 +387,8 @@ Serviços baseados em localização e ferramentas de mapeamento. Permite que mod
Ferramentas para criar e editar conteúdo de marketing, trabalhar com meta dados web, posicionamento de produto e guias de edição.
-- [Open Strategy Partners Marketing Tools](https://github.com/open-strategy-partners/osp_marketing_tools) 🐍 🏠 - Um conjunto de ferramentas de marketing da Open Strategy Partners, incluindo estilo de escrita, códigos de edição e criação de mapa de valor de marketing de produto.
- [AdsMCP/tiktok-ads-mcp-server](https://github.com/AdsMCP/tiktok-ads-mcp-server) 🐍 ☁️ - Um servidor Model Context Protocol para integração com a API do TikTok Ads, permitindo que assistentes de IA gerenciem campanhas, analisem métricas de desempenho, lidem com audiências e criativos através do fluxo de autenticação OAuth.
+- [Open Strategy Partners Marketing Tools](https://github.com/open-strategy-partners/osp_marketing_tools) 🐍 🏠 - Um conjunto de ferramentas de marketing da Open Strategy Partners, incluindo estilo de escrita, códigos de edição e criação de mapa de valor de marketing de produto.
### 📊 Monitoramento
diff --git a/README-th.md b/README-th.md
index 4882caf3..45bf9b1f 100644
--- a/README-th.md
+++ b/README-th.md
@@ -449,8 +449,8 @@
เครื่องมือสำหรับสร้างและแก้ไขเนื้อหาทางการตลาด ทำงานกับข้อมูลเมตาเว็บ การวางตำแหน่งผลิตภัณฑ์ และคู่มือการแก้ไข
-- [Open Strategy Partners Marketing Tools](https://github.com/open-strategy-partners/osp_marketing_tools) 🐍 🏠 - ชุดเครื่องมือทางการตลาดจาก Open Strategy Partners รวมถึงรูปแบบการเขียน รหัสการแก้ไข และการสร้างแผนที่มูลค่าการตลาดผลิตภัณฑ์
- [AdsMCP/tiktok-ads-mcp-server](https://github.com/AdsMCP/tiktok-ads-mcp-server) 🐍 ☁️ - เซิร์ฟเวอร์ Model Context Protocol สำหรับการผสานรวม TikTok Ads API ช่วยให้ผู้ช่วย AI สามารถจัดการแคมเปญ วิเคราะห์เมตริกประสิทธิภาพ จัดการกลุ่มเป้าหมายและสร้างสรรค์ผ่านการรับรองตัวตน OAuth
+- [Open Strategy Partners Marketing Tools](https://github.com/open-strategy-partners/osp_marketing_tools) 🐍 🏠 - ชุดเครื่องมือทางการตลาดจาก Open Strategy Partners รวมถึงรูปแบบการเขียน รหัสการแก้ไข และการสร้างแผนที่มูลค่าการตลาดผลิตภัณฑ์
### 📊 การตรวจสอบ
diff --git a/README-zh.md b/README-zh.md
index 89437511..0148e1de 100644
--- a/README-zh.md
+++ b/README-zh.md
@@ -438,8 +438,8 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
用于创建和编辑营销内容、处理网页元数据、产品定位和编辑指南的工具。
-- [Open Strategy Partners Marketing Tools](https://github.com/open-strategy-partners/osp_marketing_tools) 🐍 🏠 - Open Strategy Partners 提供的营销工具套件，包含写作风格指南、编辑规范和产品营销价值图谱创建工具
- [AdsMCP/tiktok-ads-mcp-server](https://github.com/AdsMCP/tiktok-ads-mcp-server) 🐍 ☁️ - TikTok Ads API 集成的模型上下文协议服务器，让 AI 助手能够通过 OAuth 认证流程管理广告活动、分析性能指标、处理受众和创意内容
+- [Open Strategy Partners Marketing Tools](https://github.com/open-strategy-partners/osp_marketing_tools) 🐍 🏠 - Open Strategy Partners 提供的营销工具套件，包含写作风格指南、编辑规范和产品营销价值图谱创建工具
### 📊 监测
diff --git a/README-zh_TW.md b/README-zh_TW.md
index 60e2615e..48239565 100644
--- a/README-zh_TW.md
+++ b/README-zh_TW.md
@@ -351,8 +351,8 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和
用於創建和編輯行銷內容、處理網頁元數據、產品定位和編輯指南的工具。
-- [Open Strategy Partners Marketing Tools](https://github.com/open-strategy-partners/osp_marketing_tools) 🐍 🏠 - Open Strategy Partners 提供的行銷工具套件，包含寫作風格指南、編輯規範和產品行銷價值圖譜創建工具
- [AdsMCP/tiktok-ads-mcp-server](https://github.com/AdsMCP/tiktok-ads-mcp-server) 🐍 ☁️ - TikTok Ads API 整合的模型上下文協議伺服器，讓 AI 助手能夠透過 OAuth 認證流程管理廣告活動、分析績效指標、處理受眾和創意內容
+- [Open Strategy Partners Marketing Tools](https://github.com/open-strategy-partners/osp_marketing_tools) 🐍 🏠 - Open Strategy Partners 提供的行銷工具套件，包含寫作風格指南、編輯規範和產品行銷價值圖譜創建工具
### 📊 監測
diff --git a/README.md b/README.md
index 63cfb521..b4ac3c29 100644
--- a/README.md
+++ b/README.md
@@ -831,6 +831,7 @@ Location-based services and mapping tools. Enables AI models to work with geogra
Tools for creating and editing marketing content, working with web meta data, product positioning, and editing guides.
+- [AdsMCP/tiktok-ads-mcp-server](https://github.com/AdsMCP/tiktok-ads-mcp-server) 🐍 ☁️ - A Model Context Protocol server for TikTok Ads API integration, enabling AI assistants to manage campaigns, analyze performance metrics, handle audiences and creatives with OAuth authentication flow.
- [gomarble-ai/facebook-ads-mcp-server](https://github.com/gomarble-ai/facebook-ads-mcp-server) 🐍 ☁️ - MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features.
- [gomarble-ai/google-ads-mcp-server](https://github.com/gomarble-ai/google-ads-mcp-server) 🐍 ☁️ - MCP server acting as an interface to the Google Ads, enabling programmatic access to Google Ads data and management features.
- [marketplaceadpros/amazon-ads-mcp-server](https://github.com/MarketplaceAdPros/amazon-ads-mcp-server) 📇 ☁️ - Enables tools to interact with Amazon Advertising, analyzing campaign metrics and configurations.
@@ -838,7 +839,6 @@ Tools for creating and editing marketing content, working with web meta data, pr
- [pipeboard-co/meta-ads-mcp](https://github.com/pipeboard-co/meta-ads-mcp) 🐍 ☁️ 🏠 - Meta Ads automation that just works. Trusted by 10,000+ businesses to analyze performance, test creatives, optimize spend, and scale results — simply and reliably.
- [stape-io/stape-mcp-server](https://github.com/stape-io/stape-mcp-server) 📇 ☁️ – This project implements an MCP (Model Context Protocol) server for the Stape platform. It allows interaction with the Stape API using AI assistants like Claude or AI-powered IDEs like Cursor.
- [stape-io/google-tag-manager-mcp-server](https://github.com/stape-io/google-tag-manager-mcp-server) 📇 ☁️ – This server supports remote MCP connections, includes built-in Google OAuth, and provide an interface to the Google Tag Manager API.
-- [AdsMCP/tiktok-ads-mcp-server](https://github.com/AdsMCP/tiktok-ads-mcp-server) 🐍 ☁️ - A Model Context Protocol server for TikTok Ads API integration, enabling AI assistants to manage campaigns, analyze performance metrics, handle audiences and creatives with OAuth authentication flow.
### 📊 Monitoring
From 0e3cdc5e6de32ee91a8cfd44a49aa2f9ed549bb1 Mon Sep 17 00:00:00 2001
From: Vitalii Elenhaupt
Date: Thu, 9 Oct 2025 09:56:50 +0200
Subject: [PATCH 241/504] Add new claude-mermaid MCP server
---
README-ja.md | 1 +
README-ko.md | 1 +
README-pt_BR.md | 1 +
README-th.md | 1 +
README-zh.md | 1 +
README-zh_TW.md | 1 +
README.md | 1 +
7 files changed, 7 insertions(+)
diff --git a/README-ja.md b/README-ja.md
index 87df23bc..fc7ef2e8 100644
--- a/README-ja.md
+++ b/README-ja.md
@@ -325,6 +325,7 @@ aliyun/alibabacloud-tablestore-mcp-server ☕ 🐍 ☁️ - 阿里云表格存
- [freema/mcp-design-system-extractor](https://github.com/freema/mcp-design-system-extractor) 📇 🏠 - Storybookデザインシステムからコンポーネント情報を抽出します。HTML、スタイル、props、依存関係、テーマトークン、コンポーネントメタデータを提供し、AIによるデザインシステム分析を可能にします。
- [gitkraken/gk-cli](https://github.com/gitkraken/gk-cli) 🎖️ 🏎️ 🏠 ☁️ 🍎 🪟 🐧 - GitKraken の API とやり取りするための CLI。gk mcp 経由で MCP サーバーも含まれており、GitKraken の API だけでなく、Jira、GitHub、GitLab などもラップします。ローカルツールやリモートサービスとも連携可能です。
- [lpigeon/unitree-go2-mcp-server](https://github.com/lpigeon/unitree-go2-mcp-server) 🐍 🏠 🐧 - Unitree Go2 MCPサーバーは、MCP上に構築されたサーバーで、大規模言語モデル（LLM）によって解釈された自然言語コマンドを使用して、ユーザーがUnitree Go2ロボットを制御できるようにします。
+- [veelenga/claude-mermaid](https://github.com/veelenga/claude-mermaid/) 📇 🏠 🍎 🪟 🐧 - Claude Code向けのMermaid図レンダリングMCPサーバー。ライブリロード機能を備え、複数のエクスポート形式（SVG、PNG、PDF）とテーマをサポート。
### 🧮 データサイエンスツール
diff --git a/README-ko.md b/README-ko.md
index 48bb222a..fc6607ad 100644
--- a/README-ko.md
+++ b/README-ko.md
@@ -311,6 +311,7 @@
- [HainanZhao/mcp-gitlab-jira](https://github.com/HainanZhao/mcp-gitlab-jira) 📇 ☁️ 🏠 - GitLab 및 Jira용 통합 MCP 서버: AI 에이전트로 프로젝트, 병합 요청, 파일, 릴리스 및 티켓을 관리합니다.
- [gitkraken/gk-cli](https://github.com/gitkraken/gk-cli) 🎖️ 🏎️ 🏠 ☁️ 🍎 🪟 🐧 - GitKraken API와 상호작용하기 위한 CLI입니다. gk mcp를 통해 MCP 서버를 포함하고 있으며, GitKraken API뿐만 아니라 Jira, GitHub, GitLab 등도 래핑합니다. 로컬 도구 및 원격 서비스와 함께 작동합니다.
- [lpigeon/unitree-go2-mcp-server](https://github.com/lpigeon/unitree-go2-mcp-server) 🐍 🏠 🐧 - Unitree Go2 MCP 서버는 MCP 기반으로 구축된 서버로, 사용자가 LLM이 해석한 자연어 명령을 통해 Unitree Go2 로봇을 제어할 수 있도록 해줍니다.
+- [veelenga/claude-mermaid](https://github.com/veelenga/claude-mermaid/) 📇 🏠 🍎 🪟 🐧 - Claude Code용 Mermaid 다이어그램 렌더링 MCP 서버. 라이브 리로드 기능을 갖추고 있으며 여러 내보내기 형식(SVG, PNG, PDF) 및 테마를 지원합니다.
### 🧮 데이터 과학 도구
diff --git a/README-pt_BR.md b/README-pt_BR.md
index 0776042c..356e018a 100644
--- a/README-pt_BR.md
+++ b/README-pt_BR.md
@@ -289,6 +289,7 @@ Ferramentas e integrações que aprimoram o fluxo de trabalho de desenvolvimento
- [HainanZhao/mcp-gitlab-jira](https://github.com/HainanZhao/mcp-gitlab-jira) 📇 ☁️ 🏠 - Servidor MCP unificado para GitLab e Jira: gerencie projetos, merge requests, arquivos, releases e tickets com agentes de IA.
- [gitkraken/gk-cli](https://github.com/gitkraken/gk-cli) 🎖️ 🏎️ 🏠 ☁️ 🍎 🪟 🐧 - Uma CLI para interagir com as APIs do GitKraken. Inclui um servidor MCP via gk mcp que envolve não apenas as APIs do GitKraken, mas também Jira, GitHub, GitLab e outros. Funciona com ferramentas locais e serviços remotos.
- [lpigeon/unitree-go2-mcp-server](https://github.com/lpigeon/unitree-go2-mcp-server) 🐍 🏠 🐧 - O servidor Unitree Go2 MCP é um servidor construído sobre o MCP que permite aos usuários controlar o robô Unitree Go2 usando comandos em linguagem natural interpretados por um modelo de linguagem grande (LLM).
+- [veelenga/claude-mermaid](https://github.com/veelenga/claude-mermaid/) 📇 🏠 🍎 🪟 🐧 - Servidor MCP de renderização de diagramas Mermaid para Claude Code com funcionalidade de recarga ao vivo, suportando múltiplos formatos de exportação (SVG, PNG, PDF) e temas.
### 🧮 Ferramentas de Ciência de Dados
diff --git a/README-th.md b/README-th.md
index e45a7dbb..3390a0af 100644
--- a/README-th.md
+++ b/README-th.md
@@ -327,6 +327,7 @@
- [HainanZhao/mcp-gitlab-jira](https://github.com/HainanZhao/mcp-gitlab-jira) 📇 ☁️ 🏠 - เซิร์ฟเวอร์ MCP แบบรวมสำหรับ GitLab และ Jira: จัดการโปรเจกต์, merge request, ไฟล์, รีลีส และตั๋วด้วยเอเจนต์ AI
- [gitkraken/gk-cli](https://github.com/gitkraken/gk-cli) 🎖️ 🏎️ 🏠 ☁️ 🍎 🪟 🐧 - CLI สำหรับโต้ตอบกับ GitKraken API โดยมีเซิร์ฟเวอร์ MCP ผ่าน gk mcp ซึ่งไม่เพียงแต่ครอบคลุม GitKraken API เท่านั้น แต่ยังรวมถึง Jira, GitHub, GitLab และอื่น ๆ อีกมากมาย รองรับการทำงานร่วมกับเครื่องมือในเครื่องและบริการระยะไกล.
- [lpigeon/unitree-go2-mcp-server](https://github.com/lpigeon/unitree-go2-mcp-server) 🐍 🏠 🐧 - เซิร์ฟเวอร์ Unitree Go2 MCP เป็นเซิร์ฟเวอร์ที่พัฒนาขึ้นบน MCP ซึ่งช่วยให้ผู้ใช้สามารถควบคุมหุ่นยนต์ Unitree Go2 ได้โดยใช้คำสั่งภาษาธรรมชาติที่แปลโดยโมเดลภาษาขนาดใหญ่ (LLM)
+- [veelenga/claude-mermaid](https://github.com/veelenga/claude-mermaid/) 📇 🏠 🍎 🪟 🐧 - เซิร์ฟเวอร์ MCP สำหรับการเรนเดอร์ไดอะแกรม Mermaid สำหรับ Claude Code พร้อมฟังก์ชันการโหลดสดและรองรับรูปแบบการส่งออกหลายแบบ (SVG, PNG, PDF) และธีม
### 🧮 เครื่องมือวิทยาศาสตร์ข้อมูล
diff --git a/README-zh.md b/README-zh.md
index db2e4c7c..16ec31e2 100644
--- a/README-zh.md
+++ b/README-zh.md
@@ -339,6 +339,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
- [gitkraken/gk-cli](https://github.com/gitkraken/gk-cli) 🎖️ 🏎️ 🏠 ☁️ 🍎 🪟 🐧 - 一個用於與 GitKraken API 互動的命令列工具（CLI）。通過 gk mcp 提供一個 MCP 伺服器，不僅封裝了 GitKraken API，還支援 Jira、GitHub、GitLab 等多種服務。可與本地工具和遠端服務協同運作。
- [lpigeon/unitree-go2-mcp-server](https://github.com/lpigeon/unitree-go2-mcp-server) 🐍 🏠 🐧 - Unitree Go2 MCP服务器是一个基于MCP构建的服务器，允许用户通过由大语言模型解释的自然语言指令来控制Unitree Go2机器人。
- [zaizaizhao/mcp-swagger-server](https://github.com/zaizaizhao/mcp-swagger-server) 📇 ☁️ 🏠 - mcp-swagger-server将任何符合 OpenAPI/Swagger 规范的 REST API 转换为 Model Context Protocol (MCP) 格式,以支持ai客户端调用。
+- [veelenga/claude-mermaid](https://github.com/veelenga/claude-mermaid/) 📇 🏠 🍎 🪟 🐧 - Claude Code的Mermaid图表渲染MCP服务器，具有实时重新加载功能，支持多种导出格式（SVG、PNG、PDF）和主题。
### 🧮 数据科学工具
diff --git a/README-zh_TW.md b/README-zh_TW.md
index 8b98bb6f..63b9b3e6 100644
--- a/README-zh_TW.md
+++ b/README-zh_TW.md
@@ -270,6 +270,7 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和
- [HainanZhao/mcp-gitlab-jira](https://github.com/HainanZhao/mcp-gitlab-jira) 📇 ☁️ 🏠 - GitLab 和 Jira 的統一 MCP 伺服器：透過 AI 代理管理專案、合併請求、檔案、發行和票證。
- [gitkraken/gk-cli](https://github.com/gitkraken/gk-cli) 🎖️ 🏎️ 🏠 ☁️ 🍎 🪟 🐧 - 一個用於與 GitKraken API 互動的 CLI。透過 gk mcp 包含一個 MCP 伺服器，不僅包裝了 GitKraken API，還支援 Jira、GitHub、GitLab 等等。可搭配本地工具與遠端服務使用。
- [lpigeon/unitree-go2-mcp-server](https://github.com/lpigeon/unitree-go2-mcp-server) 🐍 🏠 🐧 - Unitree Go2 MCP伺服器是一個基於MCP構建的伺服器，允許使用者透過由大型語言模型解讀的自然語言指令來控制Unitree Go2機器人。
+- [veelenga/claude-mermaid](https://github.com/veelenga/claude-mermaid/) 📇 🏠 🍎 🪟 🐧 - Claude Code的Mermaid圖表渲染MCP伺服器，具有即時重新載入功能，支援多種匯出格式（SVG、PNG、PDF）和主題。
### 🧮 數據科學工具
diff --git a/README.md b/README.md
index c74d2775..d0dca1e0 100644
--- a/README.md
+++ b/README.md
@@ -575,6 +575,7 @@ Tools and integrations that enhance the development workflow and environment man
- [tumf/mcp-text-editor](https://github.com/tumf/mcp-text-editor) 🐍 🏠 - A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.
- [utensils/mcp-nixos](https://github.com/utensils/mcp-nixos) 🐍 🏠 - MCP server providing accurate information about NixOS packages, system options, Home Manager configurations, and nix-darwin macOS settings to prevent AI hallucinations.
- [vasayxtx/mcp-prompt-engine](https://github.com/vasayxtx/mcp-prompt-engine) 🏎️ 🏠 🪟️ 🐧 🍎 - MCP server for managing and serving dynamic prompt templates using elegant and powerful text template engine.
+- [veelenga/claude-mermaid](https://github.com/veelenga/claude-mermaid/) 📇 🏠 🍎 🪟 🐧 - A Mermaid diagram rendering MCP server for Claude Code with live reload functionality, supporting multiple export formats (SVG, PNG, PDF) and themes.
- [vivekvells/mcp-pandoc](https://github.com/vivekVells/mcp-pandoc) 🗄️ 🚀 - MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more.
- [VSCode Devtools](https://github.com/biegehydra/BifrostMCP) 📇 - Connect to VSCode ide and use semantic tools like `find_usages`
- [Webvizio/mcp](https://github.com/Webvizio/mcp) 🎖️ 📇 - Automatically converts feedback and bug reports from websites and web apps into actionable, context-enriched developer tasks. Delivered straight to your AI coding tools, the Webvizio MCP Server ensures your AI agent has all the data it needs to solve tasks with speed and accuracy.
From db7b3aef80ac210ae0f1ead6e4793d56f2471b97 Mon Sep 17 00:00:00 2001
From: Mauricio Wolff
Date: Fri, 10 Oct 2025 12:31:21 +0200
Subject: [PATCH 242/504] Add mcp-obsidian server to Knowledge & Memory section
Universal AI bridge for Obsidian vaults with comprehensive vault operations
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index c74d2775..8e849c87 100644
--- a/README.md
+++ b/README.md
@@ -779,6 +779,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to
- [0xshellming/mcp-summarizer](https://github.com/0xshellming/mcp-summarizer) 📕 ☁️ - AI Summarization MCP Server, Support for multiple content types: Plain text, Web pages, PDF documents, EPUB books, HTML content
- [apecloud/ApeRAG](https://github.com/apecloud/ApeRAG) 🐍 ☁️ 🏠 - Production-ready RAG platform combining Graph RAG, vector search, and full-text search. Best choice for building your own Knowledge Graph and for Context Engineering
+- [bitbonsai/mcp-obsidian](https://github.com/bitbonsai/mcp-obsidian) 📇 🏠 🍎 🪟 🐧 - Universal AI bridge for Obsidian vaults using MCP. Provides safe read/write access to notes with 11 comprehensive methods for vault operations including search, batch operations, tag management, and frontmatter handling. Works with Claude, ChatGPT, and any MCP-compatible AI assistant.
- [chatmcp/mcp-server-chatsum](https://github.com/chatmcp/mcp-server-chatsum) - Query and summarize your chat messages with AI prompts.
- [cameronrye/openzim-mcp](https://github.com/cameronrye/openzim-mcp) 🐍 🏠 - Modern, secure MCP server for accessing ZIM format knowledge bases offline. Enables AI models to search and navigate Wikipedia, educational content, and other compressed knowledge archives with smart retrieval, caching, and comprehensive API.
- [CheMiguel23/MemoryMesh](https://github.com/CheMiguel23/MemoryMesh) 📇 🏠 - Enhanced graph-based memory with a focus on AI role-play and story generation
From f76369f3637fc2b697a9def18d2c5b5923059d1a Mon Sep 17 00:00:00 2001
From: janwilmake <97664551+janwilmake@users.noreply.github.com>
Date: Fri, 10 Oct 2025 15:24:38 +0200
Subject: [PATCH 243/504] Add Parallel MCPs
---
README.md | 2 ++
1 file changed, 2 insertions(+)
diff --git a/README.md b/README.md
index c74d2775..988842f1 100644
--- a/README.md
+++ b/README.md
@@ -929,6 +929,8 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [nyxn-ai/NyxDocs](https://github.com/nyxn-ai/NyxDocs) 🐍 ☁️ 🏠 - Specialized MCP server for cryptocurrency project documentation management with multi-blockchain support (Ethereum, BSC, Polygon, Solana).
- [OctagonAI/octagon-deep-research-mcp](https://github.com/OctagonAI/octagon-deep-research-mcp) 🎖️ 📇 ☁️ 🏠 - Lightning-Fast, High-Accuracy Deep Research Agent
- [pragmar/mcp-server-webcrawl](https://github.com/pragmar/mcp-server-webcrawl) 🐍 🏠 - Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana, SiteOne, and InterroBot crawlers.
+- [parallel-web/search-mcp](https://github.com/parallel-web/search-mcp) ☁️ 🔎 - Highest Accuracy Web Search for AI
+- [parallel-web/task-mcp](https://github.com/parallel-web/task-mcp) ☁️ 🔎 - Highest Accuracy Deep Research and Batch Tasks MCP
- [QuentinCody/catalysishub-mcp-server](https://github.com/QuentinCody/catalysishub-mcp-server) 🐍 - Unofficial MCP server for searching and retrieving scientific data from the Catalysis Hub database, providing access to computational catalysis research and surface reaction data.
- [r-huijts/opentk-mcp](https://github.com/r-huijts/opentk-mcp) 📇 ☁️ - Access Dutch Parliament (Tweede Kamer) information including documents, debates, activities, and legislative cases through structured search capabilities (based on opentk project by Bert Hubert)
- [reading-plus-ai/mcp-server-deep-research](https://github.com/reading-plus-ai/mcp-server-deep-research) 📇 ☁️ - MCP server providing OpenAI/Perplexity-like autonomous deep research, structured query elaboration, and concise reporting.
From 5caf9eb209bb93d5d7029fcd4d1b86883682e2a8 Mon Sep 17 00:00:00 2001
From: janwilmake <97664551+janwilmake@users.noreply.github.com>
Date: Fri, 10 Oct 2025 15:27:44 +0200
Subject: [PATCH 244/504] Update README.md
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 988842f1..c88054aa 100644
--- a/README.md
+++ b/README.md
@@ -928,9 +928,9 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [nkapila6/mcp-local-rag](https://github.com/nkapila6/mcp-local-rag) 🏠 🐍 - "primitive" RAG-like web search model context protocol (MCP) server that runs locally. No APIs needed.
- [nyxn-ai/NyxDocs](https://github.com/nyxn-ai/NyxDocs) 🐍 ☁️ 🏠 - Specialized MCP server for cryptocurrency project documentation management with multi-blockchain support (Ethereum, BSC, Polygon, Solana).
- [OctagonAI/octagon-deep-research-mcp](https://github.com/OctagonAI/octagon-deep-research-mcp) 🎖️ 📇 ☁️ 🏠 - Lightning-Fast, High-Accuracy Deep Research Agent
-- [pragmar/mcp-server-webcrawl](https://github.com/pragmar/mcp-server-webcrawl) 🐍 🏠 - Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana, SiteOne, and InterroBot crawlers.
- [parallel-web/search-mcp](https://github.com/parallel-web/search-mcp) ☁️ 🔎 - Highest Accuracy Web Search for AI
- [parallel-web/task-mcp](https://github.com/parallel-web/task-mcp) ☁️ 🔎 - Highest Accuracy Deep Research and Batch Tasks MCP
+- [pragmar/mcp-server-webcrawl](https://github.com/pragmar/mcp-server-webcrawl) 🐍 🏠 - Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana, SiteOne, and InterroBot crawlers.
- [QuentinCody/catalysishub-mcp-server](https://github.com/QuentinCody/catalysishub-mcp-server) 🐍 - Unofficial MCP server for searching and retrieving scientific data from the Catalysis Hub database, providing access to computational catalysis research and surface reaction data.
- [r-huijts/opentk-mcp](https://github.com/r-huijts/opentk-mcp) 📇 ☁️ - Access Dutch Parliament (Tweede Kamer) information including documents, debates, activities, and legislative cases through structured search capabilities (based on opentk project by Bert Hubert)
- [reading-plus-ai/mcp-server-deep-research](https://github.com/reading-plus-ai/mcp-server-deep-research) 📇 ☁️ - MCP server providing OpenAI/Perplexity-like autonomous deep research, structured query elaboration, and concise reporting.
From 97210955697c16348da3bc2ef73781c87cf535d4 Mon Sep 17 00:00:00 2001
From: Daniele Pelleri
Date: Fri, 10 Oct 2025 16:25:46 +0200
Subject: [PATCH 245/504] Add Orchestro MCP Server
Orchestro is an AI-powered task management platform for Claude Code with 60 MCP tools, visual Kanban board, and intelligent orchestration. It's like Trello for AI-assisted development.
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index c74d2775..01a27191 100644
--- a/README.md
+++ b/README.md
@@ -1096,6 +1096,7 @@ Interact with Git repositories and version control platforms. Enables repository
- [teamwork/mcp](https://github.com/teamwork/mcp) 🎖️ 🏎️ ☁️ 🍎 🪟 🐧 - Project and resource management platform that keeps your client projects on track, makes managing resources a breeze, and keeps your profits on point.
- [tubasasakunn/context-apps-mcp](https://github.com/tubasasakunn/context-apps-mcp) 📇 🏠 🍎 🪟 🐧 - AI-powered productivity suite connecting Todo, Idea, Journal, and Timer apps with Claude via Model Context Protocol.
- [vakharwalad23/google-mcp](https://github.com/vakharwalad23/google-mcp) 📇 ☁️ - Collection of Google-native tools (Gmail, Calendar, Drive, Tasks) for MCP with OAuth management, automated token refresh, and auto re-authentication capabilities.
+- [khaoss85/mcp-orchestro](https://github.com/khaoss85/mcp-orchestro) 📇 ☁️ 🍎 🪟 🐧 - Trello for Claude Code: AI-powered task management with 60 MCP tools, visual Kanban board, and intelligent orchestration for product teams and developers.
### 🛠️ Other Tools and Integrations
From b0683124df24f86626ef224b6e9f40226b154381 Mon Sep 17 00:00:00 2001
From: Tan Yong Sheng <64836390+tan-yong-sheng@users.noreply.github.com>
Date: Sat, 11 Oct 2025 13:58:03 +0800
Subject: [PATCH 246/504] Add ai-vision-mcp project to README
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index c74d2775..5c751ec1 100644
--- a/README.md
+++ b/README.md
@@ -1197,6 +1197,7 @@ Interact with Git repositories and version control platforms. Enables repository
- [roychri/mcp-server-asana](https://github.com/roychri/mcp-server-asana) - 📇 ☁️ This Model Context Protocol server implementation of Asana allows you to talk to Asana API from MCP Client such as Anthropic's Claude Desktop Application, and many more.
- [rusiaaman/wcgw](https://github.com/rusiaaman/wcgw/blob/main/src/wcgw/client/mcp_server/Readme.md) 🐍 🏠 - Autonomous shell execution, computer control and coding agent. (Mac)
- [inkbytefo/screenmonitormcp](https://github.com/inkbytefo/screenmonitormcp) 🐍 🏠 🍎 🪟 🐧 - Real-time screen analysis, context-aware recording, and UI monitoring MCP server. Supports AI vision, event hooks, and multimodal agent workflows.
+- [tan-yong-sheng/ai-vision-mcp](https://github.com/tan-yong-sheng/ai-vision-mcp) - 📇 🏠 🍎 🪟 🐧 - Multimodal AI vision MCP server for image, video, and object detection analysis. Enables UI/UX evaluation, visual regression testing, and interface understanding using Google Gemini and Vertex AI.
- [SecretiveShell/MCP-wolfram-alpha](https://github.com/SecretiveShell/MCP-wolfram-alpha) 🐍 ☁️ - An MCP server for querying wolfram alpha API.
- [Seym0n/tiktok-mcp](https://github.com/Seym0n/tiktok-mcp) 📇 ☁️ - Interact with TikTok videos
- [Shopify/dev-mcp](https://github.com/Shopify/dev-mcp) 📇 ☁️ - Model Context Protocol (MCP) server that interacts with Shopify Dev.
From 6e61f184c23f77034a30d4d4b31d2034c91dabbe Mon Sep 17 00:00:00 2001
From: Christian Nunciato
Date: Sun, 12 Oct 2025 10:20:37 -0700
Subject: [PATCH 247/504] Add Buildkite MCP server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index c74d2775..411e3298 100644
--- a/README.md
+++ b/README.md
@@ -479,6 +479,7 @@ Tools and integrations that enhance the development workflow and environment man
- [automation-ai-labs/mcp-link](https://github.com/automation-ai-labs/mcp-link) 🏎️ 🏠 - Seamlessly Integrate Any API with AI Agents (with OpenAPI Schema)
- [axliupore/mcp-code-runner](https://github.com/axliupore/mcp-code-runner) 📇 🏠 - An MCP server for running code locally via Docker and supporting multiple programming languages.
- [azer/react-analyzer-mcp](https://github.com/azer/react-analyzer-mcp) 📇 🏠 - Analyze React code locally, generate docs / llm.txt for whole project at once
+- [buildkite/buildkite-mcp-server](https://github.com/buildkite/buildkite-mcp-server) 🎖️ 🏎️ 🏠 ☁️ 🍎 🪟 🐧 - Official MCP server for Buildkite. Create new pipelines, diagnose and fix failures, trigger builds, monitor job queues, and more.
- [Chunkydotdev/bldbl-mcp](https://github.com/chunkydotdev/bldbl-mcp) 📇 ☁️ 🍎 🪟 🐧 - Official MCP server for Buildable AI-powered development platform [bldbl.dev](https://bldbl.dev). Enables AI assistants to manage tasks, track progress, get project context, and collaborate with humans on software projects.
- [CircleCI/mcp-server-circleci](https://github.com/CircleCI-Public/mcp-server-circleci) 📇 ☁️ Enable AI Agents to fix build failures from CircleCI.
- [cjo4m06/mcp-shrimp-task-manager](https://github.com/cjo4m06/mcp-shrimp-task-manager) 📇 ☁️ 🏠 – A programming-focused task management system that boosts coding agents like Cursor AI with advanced task memory, self-reflection, and dependency management. [ShrimpTaskManager](https://cjo4m06.github.io/mcp-shrimp-task-manager)
From 2be8a1ca847f7fa39b38366b15ab3638352f5cba Mon Sep 17 00:00:00 2001
From: yaowenc2
Date: Sun, 12 Oct 2025 16:24:20 -0700
Subject: [PATCH 248/504] Add Insforge MCP server to Developer Tools
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
Added InsForge/insforge-mcp - an AI-native backend-as-a-service platform that enables AI agents to build and manage full-stack applications with Auth, Database, Storage, and Functions.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index c74d2775..9a43d56c 100644
--- a/README.md
+++ b/README.md
@@ -517,6 +517,7 @@ Tools and integrations that enhance the development workflow and environment man
- [promptexecution/just-mcp](https://github.com/promptexecution/just-mcp) 🦀 🏠 - Justfile integration that enables LLMs to execute any CLI or script commands with parameters safely and easily, with environment variable support and comprehensive testing.
- [InditexTech/mcp-server-simulator-ios-idb](https://github.com/InditexTech/mcp-server-simulator-ios-idb) 📇 🏠 🍎 - A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators (iPhone, iPad, etc.) through natural language commands.
- [InhiblabCore/mcp-image-compression](https://github.com/InhiblabCore/mcp-image-compression) 🐍 🏠 - MCP server for local compression of various image formats.
+- [InsForge/insforge-mcp](https://github.com/InsForge/insforge-mcp) 📇 ☁️ - AI-native backend-as-a-service platform enabling AI agents to build and manage full-stack applications. Provides Auth, Database (PostgreSQL), Storage, and Functions as production-grade infrastructure, reducing MVP development time from weeks to hours.
- [Inspizzz/jetbrains-datalore-mcp](https://github.com/inspizzz/jetbrains-datalore-mcp) 🐍 ☁️ - MCP server for interacting with cloud deployments of Jetbrains Datalore platform. Fully incorporated Datalore API ( run, run interactively, get run data, fetch files )
- [ios-simulator-mcp](https://github.com/joshuayoes/ios-simulator-mcp) 📇 🏠 🍎 - A Model Context Protocol (MCP) server for interacting with iOS simulators. This server allows you to interact with iOS simulators by getting information about them, controlling UI interactions, and inspecting UI elements.
- [isaacphi/mcp-language-server](https://github.com/isaacphi/mcp-language-server) 🏎️ 🏠 - MCP Language Server helps MCP enabled clients navigate codebases more easily by giving them access to semantic tools like get definition, references, rename, and diagnostics.
From 9f507448684685cb3fe02e9490f2092367a7a5e9 Mon Sep 17 00:00:00 2001
From: automan0608 <6223368+automan0608@users.noreply.github.com>
Date: Mon, 13 Oct 2025 11:34:22 +0800
Subject: [PATCH 249/504] Add Nano Banana MCP Server
This MCP generates AI images using Google Gemini's nano banana model.
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 3958ae21..7541ea8d 100644
--- a/README.md
+++ b/README.md
@@ -1222,6 +1222,7 @@ Interact with Git repositories and version control platforms. Enables repository
- [ZeparHyfar/mcp-datetime](https://github.com/ZeparHyfar/mcp-datetime) - MCP server providing date and time functions in various formats
- [zueai/mcp-manager](https://github.com/zueai/mcp-manager) 📇 ☁️ - Simple Web UI to install and manage MCP servers for Claude Desktop App.
- [imprvhub/mcp-claude-spotify](https://github.com/imprvhub/mcp-claude-spotify) 📇 ☁️ 🏠 - An integration that allows Claude Desktop to interact with Spotify using the Model Context Protocol (MCP).
+- [nanana-app/mcp-server-nano-banana](https://github.com/nanana-app/mcp-server-nano-banana) 🐍 🏠 🍎 🪟 🐧 - AI image generation using Google Gemini's nano banana model.
## Frameworks
From 01779cd8d073310e4b3c7b81ac5f826426a6160f Mon Sep 17 00:00:00 2001
From: "sachin.sharma"
Date: Mon, 13 Oct 2025 00:45:12 +0530
Subject: [PATCH 250/504] Add Neurolink - Enterprise AI infrastructure platform
with edge-first vision
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index c74d2775..4adbdf17 100644
--- a/README.md
+++ b/README.md
@@ -120,6 +120,7 @@ Servers for accessing many apps and tools through a single MCP server.
- [glenngillen/mcpmcp-server](https://github.com/glenngillen/mcpmcp-server) ☁️ 📇 🍎 🪟 🐧 - A list of MCP servers so you can ask your client which servers you can use to improve your daily workflow.
- [hamflx/imagen3-mcp](https://github.com/hamflx/imagen3-mcp) 📇 🏠 🪟 🍎 🐧 - A powerful image generation tool using Google's Imagen 3.0 API through MCP. Generate high-quality images from text prompts with advanced photography, artistic, and photorealistic controls.
- [julien040/anyquery](https://github.com/julien040/anyquery) 🏎️ 🏠 ☁️ - Query more than 40 apps with one binary using SQL. It can also connect to your PostgreSQL, MySQL, or SQLite compatible database. Local-first and private by design.
+- [juspay/neurolink](https://github.com/juspay/neurolink) 📇 ☁️ 🏠 🍎 🪟 🐧 - Making enterprise AI infrastructure universally accessible. Edge-first platform unifying 12 providers and 100+ models with multi-agent orchestration, HITL workflows, guardrails middleware, and context summarization. Battle-tested at scale (15M+ requests/month at Juspay) with enterprise compliance (SOC2, ISO 27001, GDPR, HIPAA). TypeScript SDK and professional CLI architected for the streaming-native future where AI costs approach zero.
- [metatool-ai/metatool-app](https://github.com/metatool-ai/metatool-app) 📇 ☁️ 🏠 🍎 🪟 🐧 - MetaMCP is the one unified middleware MCP server that manages your MCP connections with GUI.
- [mindsdb/mindsdb](https://github.com/mindsdb/mindsdb) - Connect and unify data across various platforms and databases with [MindsDB as a single MCP server](https://docs.mindsdb.com/mcp/overview).
- [particlefuture/MCPDiscovery](https://github.com/particlefuture/MCPDiscovery) - MCP of MCPs. A central hub for MCP servers. Helps you discover available MCP servers and learn how to install and use them.
From a2f2563e2d5ddd0ab1d64c36ce14bc447a328d32 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Filip=20Pankreti=C4=87?=
Date: Mon, 13 Oct 2025 12:06:19 +0200
Subject: [PATCH 251/504] Add new Infobip server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 3958ae21..6bdb1ba6 100644
--- a/README.md
+++ b/README.md
@@ -322,6 +322,7 @@ Integration with communication platforms for message management and channel oper
- [hannesrudolph/imessage-query-fastmcp-mcp-server](https://github.com/hannesrudolph/imessage-query-fastmcp-mcp-server) 🐍 🏠 🍎 - An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP), enabling LLMs to query and analyze iMessage conversations with proper phone number validation and attachment handling
- [i-am-bee/acp-mcp](https://github.com/i-am-bee/acp-mcp) 🐍 💬 - An MCP server acting as an adapter into the [ACP](https://agentcommunicationprotocol.dev) ecosystem. Seamlessly exposes ACP agents to MCP clients, bridging the communication gap between the two protocols.
- [InditexTech/mcp-teams-server](https://github.com/InditexTech/mcp-teams-server) 🐍 ☁️ - MCP server that integrates Microsoft Teams messaging (read, post, mention, list members and threads)
+- [Infobip/mcp](https://github.com/infobip/mcp) 🎖️ ☁️ - Official Infobip MCP server for integrating with Infobip's omnichannel communication platform. Enables AI assistants to send and receive SMS, WhatsApp, RCS, and other channel messages and automate communication workflows through the Model Context Protocol.
- [jagan-shanmugam/mattermost-mcp-host](https://github.com/jagan-shanmugam/mattermost-mcp-host) 🐍 🏠 - A MCP server along with MCP host that provides access to Mattermost teams, channels and messages. MCP host is integrated as a bot in Mattermost with access to MCP servers that can be configured.
- [jaipandya/producthunt-mcp-server](https://github.com/jaipandya/producthunt-mcp-server) 🐍 🏠 - MCP server for Product Hunt. Interact with trending posts, comments, collections, users, and more.
- [joinly-ai/joinly](https://github.com/joinly-ai/joinly) 🐍☁️ - MCP server to interact with browser-based meeting platforms (Zoom, Teams, Google Meet). Enables AI agents to send bots to online meetings, gather live transcripts, speak text, and send messages in the meeting chat.
From 710fcdfd7635688bcf7a9375dba087eede189d92 Mon Sep 17 00:00:00 2001
From: Tom Gruintjes
Date: Tue, 14 Oct 2025 20:28:53 +0200
Subject: [PATCH 252/504] added sonos mcp
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 3958ae21..64b81544 100644
--- a/README.md
+++ b/README.md
@@ -871,6 +871,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [ananddtyagi/gif-creator-mcp](https://github.com/ananddtyagi/gif-creator-mcp/tree/main) 📇 🏠 - A MCP server for creating GIFs from your videos.
- [bogdan01m/zapcap-mcp-server](https://github.com/bogdan01m/zapcap-mcp-server) 🐍 ☁️ - MCP server for ZapCap API providing video caption and B-roll generation via natural language
- [stass/exif-mcp](https://github.com/stass/exif-mcp) 📇 🏠 🐧 🍎 🪟 - A MCP server that allows one to examine image metadata like EXIF, XMP, JFIF and GPS. This provides foundation for LLM-powered search and analysis of photo librares and image collections.
+- [Tommertom/sonos-ts-mcp](https://github.com/Tommertom/sonos-ts-mcp) 📇 🏠 🍎 🪟 🐧 - Comprehensive Sonos audio system control through pure TypeScript implementation. Features complete device discovery, multi-room playback management, queue control, music library browsing, alarm management, real-time event subscriptions, and audio EQ settings. Includes 50+ tools for seamless smart home audio automation via UPnP/SOAP protocols.
- [sunriseapps/imagesorcery-mcp](https://github.com/sunriseapps/imagesorcery-mcp) 🐍 🏠 🐧 🍎 🪟 - ComputerVision-based 🪄 sorcery of image recognition and editing tools for AI assistants.
- [video-creator/ffmpeg-mcp](https://github.com/video-creator/ffmpeg-mcp.git) 🎥 🔊 - Using ffmpeg command line to achieve an mcp server, can be very convenient, through the dialogue to achieve the local video search, tailoring, stitching, playback and other functions
From 9b123e6edcf3f5ef363cec3459ea4fe1a56c4b58 Mon Sep 17 00:00:00 2001
From: Tom Gruintjes
Date: Tue, 14 Oct 2025 20:40:33 +0200
Subject: [PATCH 253/504] added plugwise
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 3958ae21..7a1ea9ae 100644
--- a/README.md
+++ b/README.md
@@ -1209,6 +1209,7 @@ Interact with Git repositories and version control platforms. Enables repository
- [tanigami/mcp-server-perplexity](https://github.com/tanigami/mcp-server-perplexity) 🐍 ☁️ - Interacting with Perplexity API.
- [tevonsb/homeassistant-mcp](https://github.com/tevonsb/homeassistant-mcp) 📇 🏠 - Access Home Assistant data and control devices (lights, switches, thermostats, etc).
- [TheoBrigitte/mcp-time](https://github.com/TheoBrigitte/mcp-time) 🏎️ 🏠 🍎 🪟 🐧 - MCP server which provides utilities to work with time and dates, with natural language, multiple formats and timezone convertion capabilities.
+- [Tommertom/plugwise-mcp](https://github.com/Tommertom/plugwise-mcp) 📇 🏠 🍎 🪟 🐧 - TypeScript-based smart home automation server for Plugwise devices with automatic network discovery. Features comprehensive device control for thermostats, switches, smart plugs, energy monitoring, multi-hub management, and real-time climate/power consumption tracking via local network integration.
- [tomekkorbak/oura-mcp-server](https://github.com/tomekkorbak/oura-mcp-server) 🐍 ☁️ - An MCP server for Oura, an app for tracking sleep
- [tqiqbal/mcp-confluence-server](https://github.com/tqiqbal/mcp-confluence-server) 🐍 - A Model Context Protocol (MCP) server for interacting with Confluence Data Center via REST API.
- [ttommyth/interactive-mcp](https://github.com/ttommyth/interactive-mcp) 📇 🏠 🍎 🪟 🐧 - Enables interactive LLM workflows by adding local user prompts and chat capabilities directly into the MCP loop.
From 47cb0385ec61ce80a52adc81951889708c1405ab Mon Sep 17 00:00:00 2001
From: Mihai PLESA
Date: Tue, 14 Oct 2025 21:56:34 +0100
Subject: [PATCH 254/504] fix brave search mcp links
---
README-ja.md | 2 +-
README-ko.md | 2 +-
README-th.md | 2 +-
README-zh.md | 2 +-
README-zh_TW.md | 2 +-
README.md | 2 +-
6 files changed, 6 insertions(+), 6 deletions(-)
diff --git a/README-ja.md b/README-ja.md
index 87df23bc..116c7c9a 100644
--- a/README-ja.md
+++ b/README-ja.md
@@ -472,7 +472,7 @@ aliyun/alibabacloud-tablestore-mcp-server ☕ 🐍 ☁️ - 阿里云表格存
### 🔎 検索・データ抽出
- [scrapeless-ai/scrapeless-mcp-server](https://github.com/scrapeless-ai/scrapeless-mcp-server) 🐍 ☁️ - Scrapeless Model Context Protocolサービスは、MCPエコシステム内で離れることなくWeb検索を可能にするGoogle SERP APIへのMCPサーバコネクタとして機能します。
-- [@modelcontextprotocol/server-brave-search](https://github.com/modelcontextprotocol/servers/tree/main/src/brave-search) 📇 ☁️ - Braveの検索APIを使用したWeb検索機能
+- [brave/brave-search-mcp-server](https://github.com/brave/brave-search-mcp-server) 📇 ☁️ - Braveの検索APIを使用したWeb検索機能
- [DappierAI/dappier-mcp](https://github.com/DappierAI/dappier-mcp) 🐍 ☁️ - DappierのMCPサーバーで、信頼できるメディアブランドからのニュース、金融市場、スポーツ、エンタメ、天気などのプレミアムデータへのリアルタイムアクセスと、高速なWeb検索をAIエージェントに提供します。
- [Dumpling-AI/mcp-server-dumplingai](https://github.com/Dumpling-AI/mcp-server-dumplingai) 🎖️ 📇 ☁️ - [Dumpling AI](https://www.dumplingai.com/) によるデータ取得、Webスクレイピング、ドキュメント変換API
- [@angheljf/nyt](https://github.com/angheljf/nyt) 📇 ☁️ - NYTimes APIを使用して記事を検索
diff --git a/README-ko.md b/README-ko.md
index 48bb222a..c60fe067 100644
--- a/README-ko.md
+++ b/README-ko.md
@@ -424,7 +424,7 @@
### 🔎 검색
- [scrapeless-ai/scrapeless-mcp-server](https://github.com/scrapeless-ai/scrapeless-mcp-server) 🐍 ☁️ - Scrapeless Model Context Protocol 서비스는 MCP 생태계 내에서 떠나지 않고 웹 검색을 가능하게 하는 Google SERP API에 대한 MCP 서버 커넥터 역할을 합니다.
-- [@modelcontextprotocol/server-brave-search](https://github.com/modelcontextprotocol/servers/tree/main/src/brave-search) 📇 ☁️ - Brave의 검색 API를 사용한 웹 검색 기능
+- [brave/brave-search-mcp-server](https://github.com/brave/brave-search-mcp-server) 📇 ☁️ - Brave의 검색 API를 사용한 웹 검색 기능
- [@angheljf/nyt](https://github.com/angheljf/nyt) 📇 ☁️ - NYTimes API를 사용하여 기사 검색
- [@modelcontextprotocol/server-fetch](https://github.com/modelcontextprotocol/servers/tree/main/src/fetch) 🐍 🏠 ☁️ - AI 소비를 위한 효율적인 웹 콘텐츠 가져오기 및 처리
- [ac3xx/mcp-servers-kagi](https://github.com/ac3xx/mcp-servers-kagi) 📇 ☁️ - Kagi 검색 API 통합
diff --git a/README-th.md b/README-th.md
index e45a7dbb..a6a831af 100644
--- a/README-th.md
+++ b/README-th.md
@@ -489,7 +489,7 @@
- [jae-jae/fetcher-mcp](https://github.com/jae-jae/fetcher-mcp) 📇 🏠 - เซิร์ฟเวอร์ MCP สำหรับดึงเนื้อหาเว็บเพจโดยใช้เบราว์เซอร์ headless Playwright รองรับการเรนเดอร์ Javascript และการดึงเนื้อหาอย่างชาญฉลาด และส่งออกในรูปแบบ Markdown หรือ HTML
- [jae-jae/g-search-mcp](https://github.com/jae-jae/g-search-mcp) 📇 🏠 - เซิร์ฟเวอร์ MCP อันทรงพลังสำหรับการค้นหา Google ที่ช่วยให้ค้นหาคำหลักหลายคำพร้อมกันแบบขนาน
- [kshern/mcp-tavily](https://github.com/kshern/mcp-tavily.git) ☁️ 📇 – API การค้นหา AI ของ Tavily
-- [modelcontextprotocol/server-brave-search](https://github.com/modelcontextprotocol/servers/tree/main/src/brave-search) 📇 ☁️ - ความสามารถในการค้นหาเว็บโดยใช้ API การค้นหาของ Brave
+- [brave/brave-search-mcp-server](https://github.com/brave/brave-search-mcp-server) 📇 ☁️ - ความสามารถในการค้นหาเว็บโดยใช้ API การค้นหาของ Brave
- [modelcontextprotocol/server-fetch](https://github.com/modelcontextprotocol/servers/tree/main/src/fetch) 🐍 🏠 ☁️ - การดึงและประมวลผลเนื้อหาเว็บอย่างมีประสิทธิภาพสำหรับการบริโภคของ AI
- [mzxrai/mcp-webresearch](https://github.com/mzxrai/mcp-webresearch) 🔍📚 - ค้นหา Google และทำการวิจัยเชิงลึกบนเว็บในหัวข้อใดก็ได้
- [nickclyde/duckduckgo-mcp-server](https://github.com/nickclyde/duckduckgo-mcp-server) 🐍 ☁️ - การค้นหาเว็บโดยใช้ DuckDuckGo
diff --git a/README-zh.md b/README-zh.md
index db2e4c7c..ef2b8e7c 100644
--- a/README-zh.md
+++ b/README-zh.md
@@ -458,7 +458,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
### 🔎 搜索
- [scrapeless-ai/scrapeless-mcp-server](https://github.com/scrapeless-ai/scrapeless-mcp-server) 🐍 ☁️ - Scrapeless模型上下文协议服务作为MCP服务器连接器，连接到Google SERP API，使得在MCP生态系统内无需离开即可进行网页搜索。
-- [@modelcontextprotocol/server-brave-search](https://github.com/modelcontextprotocol/servers/tree/main/src/brave-search) 📇 ☁️ - 使用 Brave 的搜索 API 实现网页搜索功能
+- [brave/brave-search-mcp-server](https://github.com/brave/brave-search-mcp-server) 📇 ☁️ - 使用 Brave 的搜索 API 实现网页搜索功能
- [DappierAI/dappier-mcp](https://github.com/DappierAI/dappier-mcp) 🐍 ☁️ - Dappier 的 MCP 服务器可让 AI 代理快速、免费地进行实时网页搜索，并访问来自可靠媒体品牌的新闻、金融市场、体育、娱乐、天气等优质数据。
- [Dumpling-AI/mcp-server-dumplingai](https://github.com/Dumpling-AI/mcp-server-dumplingai) 🎖️ 📇 ☁️ - 通过 [Dumpling AI](https://www.dumplingai.com/) 提供的数据访问、网页抓取与文档转换 API
- [@angheljf/nyt](https://github.com/angheljf/nyt) 📇 ☁️ - 使用 NYTimes API 搜索文章
diff --git a/README-zh_TW.md b/README-zh_TW.md
index 8b98bb6f..525ca757 100644
--- a/README-zh_TW.md
+++ b/README-zh_TW.md
@@ -369,7 +369,7 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和
### 🔎 搜尋
- [scrapeless-ai/scrapeless-mcp-server](https://github.com/scrapeless-ai/scrapeless-mcp-server) 🐍 ☁️ - Scrapeless模型上下文協議服務作為MCP伺服器連接器，連接到Google SERP API，使得在MCP生態系統內無需離開即可進行網頁搜索。
-- [@modelcontextprotocol/server-brave-search](https://github.com/modelcontextprotocol/servers/tree/main/src/brave-search) 📇 ☁️ - 使用 Brave 的搜尋 API 實現網頁搜尋功能
+- [brave/brave-search-mcp-server](https://github.com/brave/brave-search-mcp-server) 📇 ☁️ - 使用 Brave 的搜尋 API 實現網頁搜尋功能
- [DappierAI/dappier-mcp](https://github.com/DappierAI/dappier-mcp) 🐍 ☁️ - Dappier 的 MCP 伺服器可讓 AI 代理快速免費地進行即時網頁搜尋，並存取來自可靠媒體品牌的新聞、金融市場、體育、娛樂、天氣等高品質資料。
- [Dumpling-AI/mcp-server-dumplingai](https://github.com/Dumpling-AI/mcp-server-dumplingai) 🎖️ 📇 ☁️ - 通過 [Dumpling AI](https://www.dumplingai.com/) 提供的數據訪問、網頁抓取與文件轉換 API
- [@angheljf/nyt](https://github.com/angheljf/nyt) 📇 ☁️ - 使用 NYTimes API 搜尋文章
diff --git a/README.md b/README.md
index 3958ae21..06a9c1ef 100644
--- a/README.md
+++ b/README.md
@@ -923,7 +923,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [Linked-API/linkedapi-mcp](https://github.com/Linked-API/linkedapi-mcp) 🎖️ 📇 ☁️ - MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data.
- [luminati-io/brightdata-mcp](https://github.com/luminati-io/brightdata-mcp) 📇 ☁️ - Discover, extract, and interact with the web - one interface powering automated access across the public internet.
- [mikechao/brave-search-mcp](https://github.com/mikechao/brave-search-mcp) 📇 ☁️ - Web, Image, News, Video, and Local Point of Interest search capabilities using Brave's Search API
-- [modelcontextprotocol/server-brave-search](https://github.com/modelcontextprotocol/servers/tree/main/src/brave-search) 📇 ☁️ - Web search capabilities using Brave's Search API
+- [brave/brave-search-mcp-server](https://github.com/brave/brave-search-mcp-server) 📇 ☁️ - Web search capabilities using Brave's Search API
- [modelcontextprotocol/server-fetch](https://github.com/modelcontextprotocol/servers/tree/main/src/fetch) 🐍 🏠 ☁️ - Efficient web content fetching and processing for AI consumption
- [mzxrai/mcp-webresearch](https://github.com/mzxrai/mcp-webresearch) 🔍 📚 - Search Google and do deep web research on any topic
- [nickclyde/duckduckgo-mcp-server](https://github.com/nickclyde/duckduckgo-mcp-server) 🐍 ☁️ - Web search using DuckDuckGo
From eef3aeced650ced249b9a101da549e750980bf9a Mon Sep 17 00:00:00 2001
From: Atlas Wegman
Date: Wed, 15 Oct 2025 11:39:38 -0400
Subject: [PATCH 255/504] Restored README-zh
---
README-zh.md | 126 +++++++++++++++++++++++++--------------------------
1 file changed, 61 insertions(+), 65 deletions(-)
diff --git a/README-zh.md b/README-zh.md
index 5b8c8a55..315d4848 100644
--- a/README-zh.md
+++ b/README-zh.md
@@ -108,24 +108,23 @@
- [MetaMCP](https://github.com/metatool-ai/metatool-app) 📇 ☁️ 🏠 🍎 🪟 🐧 - MetaMCP是一个统一的中间件MCP服务器，通过GUI管理您的MCP连接。
- [MCP Access Point](https://github.com/sxhxliang/mcp-access-point) 📇 ☁️ 🏠 🍎 🪟 🐧 - 一键将Web API转成为MCP服务器，而无需对服务器端代码进行任何修改。
- [hamflx/imagen3-mcp](https://github.com/hamflx/imagen3-mcp) 📇 🏠 🪟 🍎 🐧 - 一个通过 MCP 使用 Google Imagen 3.0 API 的强大图像生成工具。使用文本提示生成具有高级摄影、艺术和逼真控制的高质量图像。
-- [YangLiangwei/PersonalizationMCP](https://github.com/YangLiangwei/PersonalizationMCP) 🐍 ☁️ 🏠 🍎 🪟 🐧 - 全面的个人数据聚合MCP服务器，集成Steam、YouTube、Bilibili、Spotify、Reddit等平台。具有OAuth2认证、自动令牌管理和90+工具，用于游戏、音乐、视频和社交平台数据访问。
### 📂 浏览器自动化
Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和处理 Web 内容。
-- [blackwhite084/playwright-plus-python-mcp](https://github.com/blackwhite084/playwright-plus-python-mcp) 🌐 - 使用 Playwright 进行浏览器自动化的 MCP 服务器，更适合llm
+- [@blackwhite084/playwright-plus-python-mcp](https://github.com/blackwhite084/playwright-plus-python-mcp) 🌐 - 使用 Playwright 进行浏览器自动化的 MCP 服务器，更适合llm
* [eat-pray-ai/yutu](https://github.com/eat-pray-ai/yutu) 🏎️ 🏠 🍎 🐧 🪟 - 全功能 YouTube MCP 服务器和命令行工具，自动化 YouTube 运营
-- [executeautomation/playwright-mcp-server](https://github.com/executeautomation/mcp-playwright) 🌐⚡️ - 使用 Playwright 进行浏览器自动化和网页抓取的 MCP 服务器
-- [automatalabs/mcp-server-playwright](https://github.com/Automata-Labs-team/MCP-Server-Playwright) 🌐🖱️ - 使用 Playwright 实现浏览器自动化的 MCP 服务器
-- [modelcontextprotocol/server-puppeteer](https://github.com/modelcontextprotocol/servers/tree/main/src/puppeteer) 📇 🏠 - 用于网页抓取和交互的浏览器自动化
-- [kimtaeyoon83/mcp-server-youtube-transcript](https://github.com/kimtaeyoon83/mcp-server-youtube-transcript) 📇 ☁️ - 获取 YouTube 字幕和文字记录以供 AI 分析
-- [recursechat/mcp-server-apple-shortcuts](https://github.com/recursechat/mcp-server-apple-shortcuts) 📇 🏠 🍎 - MCP 服务器与 Apple Shortcuts 的集成
-- [fradser/mcp-server-apple-reminders](https://github.com/FradSer/mcp-server-apple-reminders) 📇 🏠 🍎 - macOS 上与 Apple Reminders 集成的 MCP 服务器
+- [@executeautomation/playwright-mcp-server](https://github.com/executeautomation/mcp-playwright) 🌐⚡️ - 使用 Playwright 进行浏览器自动化和网页抓取的 MCP 服务器
+- [@automatalabs/mcp-server-playwright](https://github.com/Automata-Labs-team/MCP-Server-Playwright) 🌐🖱️ - 使用 Playwright 实现浏览器自动化的 MCP 服务器
+- [@modelcontextprotocol/server-puppeteer](https://github.com/modelcontextprotocol/servers/tree/main/src/puppeteer) 📇 🏠 - 用于网页抓取和交互的浏览器自动化
+- [@kimtaeyoon83/mcp-server-youtube-transcript](https://github.com/kimtaeyoon83/mcp-server-youtube-transcript) 📇 ☁️ - 获取 YouTube 字幕和文字记录以供 AI 分析
+- [@recursechat/mcp-server-apple-shortcuts](https://github.com/recursechat/mcp-server-apple-shortcuts) 📇 🏠 🍎 - MCP 服务器与 Apple Shortcuts 的集成
+- [@fradser/mcp-server-apple-reminders](https://github.com/FradSer/mcp-server-apple-reminders) 📇 🏠 🍎 - macOS 上与 Apple Reminders 集成的 MCP 服务器
- [kimtth/mcp-aoai-web-browsing](https://github.com/kimtth/mcp-aoai-web-browsing) 🐍 🏠 - 使用 Azure OpenAI 和 Playwright 的“最小”服务器/客户端 MCP 实现。
-- [pskill9/web-search](https://github.com/pskill9/web-search) 📇 🏠 - 一个支持使用 Google 搜索结果进行免费网页搜索的 MCP 服务器，无需 API 密钥
-- [co-browser/browser-use-mcp-server](https://github.com/co-browser/browser-use-mcp-server) 🌐🔮 - browser-use是一个封装了SSE传输协议的MCP服务器。包含一个dockerfile用于在docker中运行chromium浏览器+VNC服务器。
-- [34892002/bilibili-mcp-js](https://github.com/34892002/bilibili-mcp-js) 📇 🏠 - 一个支持搜索 B站 内容的 MCP 服务器。提供LangChain调用示例、测试脚本。
-- [getrupt/ashra-mcp](https://github.com/getrupt/ashra-mcp) 📇 🏠 - 从任何网站提取结构化数据。只需输入提示即可获取JSON。
+- [@pskill9/web-search](https://github.com/pskill9/web-search) 📇 🏠 - 一个支持使用 Google 搜索结果进行免费网页搜索的 MCP 服务器，无需 API 密钥
+- [@co-browser/browser-use-mcp-server](https://github.com/co-browser/browser-use-mcp-server) 🌐🔮 - browser-use是一个封装了SSE传输协议的MCP服务器。包含一个dockerfile用于在docker中运行chromium浏览器+VNC服务器。
+- [@34892002/bilibili-mcp-js](https://github.com/34892002/bilibili-mcp-js) 📇 🏠 - 一个支持搜索 B站 内容的 MCP 服务器。提供LangChain调用示例、测试脚本。
+- [@getrupt/ashra-mcp](https://github.com/getrupt/ashra-mcp) 📇 🏠 - 从任何网站提取结构化数据。只需输入提示即可获取JSON。
### 🎨 艺术与文化
@@ -157,8 +156,8 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
- [alexei-led/aws-mcp-server](https://github.com/alexei-led/aws-mcp-server) 🐍 ☁️ - 一款轻量但功能强大的服务器，使AI助手能够在支持多架构的安全Docker环境中执行AWS CLI命令、使用Unix管道，并为常见AWS任务应用提示模板。
- [aliyun/alibaba-cloud-ops-mcp-server](https://github.com/aliyun/alibaba-cloud-ops-mcp-server) 🎖️ 🐍 ☁️ - 一款MCP服务器，使AI助手能够运维管理阿里云上的资源，支持ECS、云监控、OOS和其他各种广泛使用的云产品。
- [Kubernetes MCP Server](https://github.com/strowk/mcp-k8s-go) - 🏎️ ☁️ 通过 MCP 操作 Kubernetes 集群
-- [flux159/mcp-server-kubernetes](https://github.com/Flux159/mcp-server-kubernetes) - 📇 ☁️/🏠 使用 Typescript 实现 Kubernetes 集群中针对 pod、部署、服务的操作。
-- [manusa/Kubernetes MCP Server](https://github.com/manusa/kubernetes-mcp-server) - 🏎️ 🏠 一个功能强大的Kubernetes MCP服务器，额外支持OpenShift。除了为**任何**Kubernetes资源提供CRUD操作外，该服务器还提供专用工具与您的集群进行交互。
+- [@flux159/mcp-server-kubernetes](https://github.com/Flux159/mcp-server-kubernetes) - 📇 ☁️/🏠 使用 Typescript 实现 Kubernetes 集群中针对 pod、部署、服务的操作。
+- [@manusa/Kubernetes MCP Server](https://github.com/manusa/kubernetes-mcp-server) - 🏎️ 🏠 一个功能强大的Kubernetes MCP服务器，额外支持OpenShift。除了为**任何**Kubernetes资源提供CRUD操作外，该服务器还提供专用工具与您的集群进行交互。
- [wenhuwang/mcp-k8s-eye](https://github.com/wenhuwang/mcp-k8s-eye) 🏎️ ☁️/🏠 提供 Kubernetes 集群资源管理, 深度分析集群和应用的健康状态
- [johnneerdael/netskope-mcp](https://github.com/johnneerdael/netskope-mcp) 🔒 ☁️ - 提供对 Netskope Private Access 环境中所有组件的访问权限，包含详细的设置信息和 LLM 使用示例。
- [nwiizo/tfmcp](https://github.com/nwiizo/tfmcp) - 🦀 🏠 - 一个Terraform MCP服务器，允许AI助手管理和操作Terraform环境，实现读取配置、分析计划、应用配置以及管理Terraform状态的功能。
@@ -191,8 +190,8 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
- [zcaceres/gtasks-mcp](https://github.com/zcaceres/gtasks-mcp) - 📇 ☁️ - 用于管理 Google Tasks 的 MCP 服务器
- [hannesrudolph/imessage-query-fastmcp-mcp-server](https://github.com/hannesrudolph/imessage-query-fastmcp-mcp-server) 🐍 🏠 🍎 - MCP 服务器通过模型上下文协议 (MCP) 提供对 iMessage 数据库的安全访问，使 LLM 能够通过适当的电话号码验证和附件处理来查询和分析 iMessage 对话
-- [modelcontextprotocol/server-slack](https://github.com/modelcontextprotocol/servers/tree/main/src/slack) 📇 ☁️ - 用于频道管理和消息传递的 Slack 工作区集成
-- [keturiosakys/bluesky-context-server](https://github.com/keturiosakys/bluesky-context-server) 📇 ☁️ - Bluesky 实例集成，用于查询和交互
+- [@modelcontextprotocol/server-slack](https://github.com/modelcontextprotocol/servers/tree/main/src/slack) 📇 ☁️ - 用于频道管理和消息传递的 Slack 工作区集成
+- [@keturiosakys/bluesky-context-server](https://github.com/keturiosakys/bluesky-context-server) 📇 ☁️ - Bluesky 实例集成，用于查询和交互
- [MarkusPfundstein/mcp-gsuite](https://github.com/MarkusPfundstein/mcp-gsuite) - 🐍 ☁️ - 与 Gmail 和 Google 日历集成。
- [adhikasp/mcp-twikit](https://github.com/adhikasp/mcp-twikit) 🐍 ☁️ - 与 Twitter 搜索和时间线进行交互
- [gotoolkits/wecombot](https://github.com/gotoolkits/mcp-wecombot-server.git) - 🚀 ☁️ - MCP服务器 Tools 应用程序，用于向企业微信群机器人发送各种类型的消息。
@@ -216,8 +215,8 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
- [sergehuber/inoyu-mcp-unomi-server](https://github.com/sergehuber/inoyu-mcp-unomi-server) 📇 ☁️ - MCP 服务器用于访问和更新 Apache Unomi CDP 服务器上的配置文件。
- [OpenDataMCP/OpenDataMCP](https://github.com/OpenDataMCP/OpenDataMCP) 🐍☁️ - 使用模型上下文协议将任何开放数据连接到任何 LLM。
- [tinybirdco/mcp-tinybird](https://github.com/tinybirdco/mcp-tinybird) 🐍☁️ - MCP 服务器可从任何 MCP 客户端与 Tinybird Workspace 进行交互。
-- [iaptic/mcp-server-iaptic](https://github.com/iaptic/mcp-server-iaptic) 🎖️ 📇 ☁️ - 连接 [iaptic](https://www.iaptic.com) 平台，让您轻松查询客户购买记录、交易数据以及应用营收统计信息。
-- [antv/mcp-server-chart](https://github.com/antvis/mcp-server-chart) 🎖️ 📇 ☁️ - 一个基于 [AntV](https://github.com/antvis) 生成数据可视化图表的 MCP Server 插件。
+- [@iaptic/mcp-server-iaptic](https://github.com/iaptic/mcp-server-iaptic) 🎖️ 📇 ☁️ - 连接 [iaptic](https://www.iaptic.com) 平台，让您轻松查询客户购买记录、交易数据以及应用营收统计信息。
+- [@antv/mcp-server-chart](https://github.com/antvis/mcp-server-chart) 🎖️ 📇 ☁️ - 一个基于 [AntV](https://github.com/antvis) 生成数据可视化图表的 MCP Server 插件。
- [hustcc/mcp-echarts](https://github.com/hustcc/mcp-echarts) 📇 🏠 - AI 动态生成 [Apache ECharts](https://echarts.apache.org) 语法的可视化图表 MCP。
- [hustcc/mcp-mermaid](https://github.com/hustcc/mcp-mermaid) 📇 🏠 - AI 动态生成 [Mermaid](https://mermaid.js.org/) 语法的可视化图表 MCP。
@@ -236,16 +235,16 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
- [ergut/mcp-bigquery-server](https://github.com/ergut/mcp-bigquery-server) 📇 ☁️ - Google BigQuery 集成的服务器实现，可实现直接 BigQuery 数据库访问和查询功能
- [ClickHouse/mcp-clickhouse](https://github.com/ClickHouse/mcp-clickhouse) 🐍 ☁️ - 集成 Apache Kafka 和 Timeplus。可以获取Kafka中的最新数据，并通过 Timeplus 来 SQL 查询。
- [get-convex/convex-backend](https://stack.convex.dev/convex-mcp-server) 📇 ☁️ - 集成 Convex 数据库，用于查看表结构、函数及执行一次性查询([Source](https://github.com/get-convex/convex-backend/blob/main/npm-packages/convex/src/cli/mcp.ts))
-- [gannonh/firebase-mcp](https://github.com/gannonh/firebase-mcp) 🔥 ⛅️ - 包括认证、Firestore和存储在内的Firebase服务。
+- [@gannonh/firebase-mcp](https://github.com/gannonh/firebase-mcp) 🔥 ⛅️ - 包括认证、Firestore和存储在内的Firebase服务。
- [jovezhong/mcp-timeplus](https://github.com/jovezhong/mcp-timeplus) 🐍 ☁️ - 用于Apache Kafka和Timeplus的MCP服务器。能够列出Kafka主题、轮询Kafka消息、将Kafka数据本地保存，并通过Timeplus使用SQL查询流数据。
-- [fireproof-storage/mcp-database-server](https://github.com/fireproof-storage/mcp-database-server) 📇 ☁️ - Fireproof 分布式账本数据库，支持多用户数据同步
+- [@fireproof-storage/mcp-database-server](https://github.com/fireproof-storage/mcp-database-server) 📇 ☁️ - Fireproof 分布式账本数据库，支持多用户数据同步
- [designcomputer/mysql_mcp_server](https://github.com/designcomputer/mysql_mcp_server) 🐍 🏠 - MySQL 数据库集成可配置的访问控制、模式检查和全面的安全指南
- [wenb1n-dev/mysql_mcp_server_pro](https://github.com/wenb1n-dev/mysql_mcp_server_pro) 🐍 🏠 - 支持SSE，STDIO；不仅止于mysql的增删改查功能；还包含了数据库异常分析能力；根据角色控制数据库权限；且便于开发者们进行个性化的工具扩展
- [f4ww4z/mcp-mysql-server](https://github.com/f4ww4z/mcp-mysql-server) 📇 🏠 - 基于 Node.js 的 MySQL 数据库集成，提供安全的 MySQL 数据库操作
- [FreePeak/db-mcp-server](https://github.com/FreePeak/db-mcp-server) 🏎️ 🏠 – 一款基于Golang构建的高性能多数据库MCP服务器，支持MySQL和PostgreSQL（即将支持NoSQL）。内置查询执行、事务管理、模式探索、查询构建以及性能分析工具，与Cursor无缝集成优化数据库工作流程。
-- [modelcontextprotocol/server-postgres](https://github.com/modelcontextprotocol/servers/tree/main/src/postgres) 📇 🏠 - PostgreSQL 数据库集成了模式检查和查询功能
-- [modelcontextprotocol/server-sqlite](https://github.com/modelcontextprotocol/servers/tree/main/src/sqlite) 🐍 🏠 - 具有内置分析功能的 SQLite 数据库操作
-- [joshuarileydev/supabase-mcp-server](https://github.com/joshuarileydev/supabase) - Supabase MCP 服务器用于管理和创建 Supabase 中的项目和组织
+- [@modelcontextprotocol/server-postgres](https://github.com/modelcontextprotocol/servers/tree/main/src/postgres) 📇 🏠 - PostgreSQL 数据库集成了模式检查和查询功能
+- [@modelcontextprotocol/server-sqlite](https://github.com/modelcontextprotocol/servers/tree/main/src/sqlite) 🐍 🏠 - 具有内置分析功能的 SQLite 数据库操作
+- [@joshuarileydev/supabase-mcp-server](https://github.com/joshuarileydev/supabase) - Supabase MCP 服务器用于管理和创建 Supabase 中的项目和组织
- [ktanaka101/mcp-server-duckdb](https://github.com/ktanaka101/mcp-server-duckdb) 🐍 🏠 - DuckDB 数据库集成了模式检查和查询功能
- [Dataring-engineering/mcp-server-trino](https://github.com/Dataring-engineering/mcp-server-trino) 🐍 ☁️ - 用于查询和访问Trino集群数据的Trino MCP服务器。
- [tuannvm/mcp-trino](https://github.com/tuannvm/mcp-trino) 🏎️ ☁️ - 用于 Trino 的 Model Context Protocol (MCP) 服务器的 Go 实现.
@@ -261,7 +260,6 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
- [hannesrudolph/sqlite-explorer-fastmcp-mcp-server](https://github.com/hannesrudolph/sqlite-explorer-fastmcp-mcp-server) 🐍 🏠 - 一个 MCP 服务器，通过模型上下文协议 （MCP） 提供对 SQLite 数据库的安全只读访问。该服务器是使用 FastMCP 框架构建的，它使 LLM 能够探索和查询具有内置安全功能和查询验证的 SQLite 数据库。
- [sirmews/mcp-pinecone](https://github.com/sirmews/mcp-pinecone) 🐍 ☁️ - Pinecone 与矢量搜索功能的集成
- [runekaagaard/mcp-alchemy](https://github.com/runekaagaard/mcp-alchemy) 🐍 🏠 - 基于SQLAlchemy的通用数据库集成，支持PostgreSQL、MySQL、MariaDB、SQLite、Oracle、MS SQL Server等众多数据库。具有架构和关系检查以及大型数据集分析功能。
-- [subnetmarco/pgmcp](https://github.com/subnetmarco/pgmcp) 🏎️ 🏠 - 具有自动流传输、只读安全性和通用数据库兼容性的自然语言PostgreSQL查询。
- [Zhwt/go-mcp-mysql](https://github.com/Zhwt/go-mcp-mysql) 🏎️ 🏠 – 基于 Go 的开箱即用的 MySQL MCP 服务器，支持只读模式和自动 Schema 检查。
- [mcp-server-jdbc](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc) ☕ 🏠 - 连接到任何兼容JDBC的数据库，执行查询、插入、更新、删除等操作。
- [pab1it0/adx-mcp-server](https://github.com/pab1it0/adx-mcp-server) 🐍 ☁️ - 查询和分析Azure Data Explorer数据库
@@ -300,22 +298,22 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
- [endorhq/cli](https://github.com/endorhq/cli) 📇 ☁️ 🏠 🪟 🐧 🍎 - Endor 让您的 AI 代理在隔离沙盒中运行 MariaDB、Postgres、Redis、Memcached、Alpine 或 Valkey 等服务。获取预配置的应用程序，启动时间不到 5 秒.
- [jetbrains/mcpProxy](https://github.com/JetBrains/mcpProxy) 🎖️ 📇 🏠 - 连接到 JetBrains IDE
- [tumf/mcp-text-editor](https://github.com/tumf/mcp-text-editor) 🐍 🏠 - 面向行的文本文件编辑器。针对 LLM 工具进行了优化，具有高效的部分文件访问功能，可最大限度地减少令牌使用量。
-- [joshuarileydev/simulator-mcp-server](https://github.com/JoshuaRileyDev/simulator-mcp-server) 📇 🏠 - 用于控制 iOS 模拟器的 MCP 服务器
-- [joshuarileydev/app-store-connect-mcp-server](https://github.com/JoshuaRileyDev/app-store-connect-mcp-server) 📇 🏠 - 一个 MCP 服务器，用于与 iOS 开发者的 App Store Connect API 进行通信
-- [sammcj/mcp-package-version](https://github.com/sammcj/mcp-package-version) 📇 🏠 - MCP 服务器可帮助 LLM 在编写代码时建议最新的稳定软件包版本。
+- [@joshuarileydev/simulator-mcp-server](https://github.com/JoshuaRileyDev/simulator-mcp-server) 📇 🏠 - 用于控制 iOS 模拟器的 MCP 服务器
+- [@joshuarileydev/app-store-connect-mcp-server](https://github.com/JoshuaRileyDev/app-store-connect-mcp-server) 📇 🏠 - 一个 MCP 服务器，用于与 iOS 开发者的 App Store Connect API 进行通信
+- [@sammcj/mcp-package-version](https://github.com/sammcj/mcp-package-version) 📇 🏠 - MCP 服务器可帮助 LLM 在编写代码时建议最新的稳定软件包版本。
- [davidan90/time-node-mcp](https://github.com/davidan90/time-node-mcp) 📇 🏠 - 支持时区的日期和时间操作，支持 IANA 时区、时区转换和夏令时处理。
- [delano/postman-mcp-server](https://github.com/delano/postman-mcp-server) 📇 ☁️ - 与 [Postman API](https://www.postman.com/postman/postman-public-workspace/) 进行交互
- [vivekVells/mcp-pandoc](https://github.com/vivekVells/mcp-pandoc) 🗄️ 🚀 - 基于 Pandoc 的 MCP 服务器，支持 Markdown、HTML、PDF、DOCX（.docx）、csv 等格式之间的无缝转换
- [pskill9/website-downloader](https://github.com/pskill9/website-downloader) 🗄️ 🚀 - 这个 MCP 服务器提供了使用 wget 下载完整网站的工具，可保留网站结构并转换链接以支持本地访问
- [yiwenlu66/PiloTY](https://github.com/yiwenlu66/PiloTY) 🐍 🏠 - 用于PTY操作的AI助手，使智能体能够通过有状态会话、SSH连接和后台进程管理来控制交互式终端
-- [lamemind/mcp-server-multiverse](https://github.com/lamemind/mcp-server-multiverse) 📇 🏠 🛠️ - 一种中间件服务器，允许多个相同MCP服务器的隔离实例以独立的命名空间和配置共存。
+- [@lamemind/mcp-server-multiverse](https://github.com/lamemind/mcp-server-multiverse) 📇 🏠 🛠️ - 一种中间件服务器，允许多个相同MCP服务器的隔离实例以独立的命名空间和配置共存。
- [j4c0bs/mcp-server-sql-analyzer](https://github.com/j4c0bs/mcp-server-sql-analyzer) 🐍 - 基于 [SQLGlot](https://github.com/tobymao/sqlglot) 的 MCP 服务器，提供 SQL 分析、代码检查和方言转换功能
-- [haris-musa/excel-mcp-server](https://github.com/haris-musa/excel-mcp-server) 🐍 🏠 - 一个Excel操作服务器，提供工作簿创建、数据操作、格式设置及高级功能（图表、数据透视表、公式）。
+- [@haris-musa/excel-mcp-server](https://github.com/haris-musa/excel-mcp-server) 🐍 🏠 - 一个Excel操作服务器，提供工作簿创建、数据操作、格式设置及高级功能（图表、数据透视表、公式）。
- [xcodebuild](https://github.com/ShenghaiWang/xcodebuild) 🍎 构建iOS Xcode工作区/项目并将错误反馈给LLM。
-- [jasonjmcghee/claude-debugs-for-you](https://github.com/jasonjmcghee/claude-debugs-for-you) 📇 🏠 - 一个MCP服务器及VS Code扩展，支持通过断点和表达式评估实现（语言无关的）自动调试。
-- [Jktfe/serveMyAPI](https://github.com/Jktfe/serveMyAPI) 📇 🏠 🍎 - 一个个人MCP（模型上下文协议）服务器，用于通过macOS钥匙串安全存储和跨项目访问API密钥。
-- [xzq.xu/jvm-mcp-server](https://github.com/xzq-xu/jvm-mcp-server) 📇 🏠 - 一个基于JVM的MCP（模型上下文协议）服务器的实现项目。
-- [yangkyeongmo@/mcp-server-apache-airflow](https://github.com/yangkyeongmo/mcp-server-apache-airflow) 🐍 🏠 - 使用官方客户端连接至[Apache Airflow](https://airflow.apache.org/)的MCP服务器。
+- [@jasonjmcghee/claude-debugs-for-you](https://github.com/jasonjmcghee/claude-debugs-for-you) 📇 🏠 - 一个MCP服务器及VS Code扩展，支持通过断点和表达式评估实现（语言无关的）自动调试。
+- [@Jktfe/serveMyAPI](https://github.com/Jktfe/serveMyAPI) 📇 🏠 🍎 - 一个个人MCP（模型上下文协议）服务器，用于通过macOS钥匙串安全存储和跨项目访问API密钥。
+- [@xzq.xu/jvm-mcp-server](https://github.com/xzq-xu/jvm-mcp-server) 📇 🏠 - 一个基于JVM的MCP（模型上下文协议）服务器的实现项目。
+- [@yangkyeongmo@/mcp-server-apache-airflow](https://github.com/yangkyeongmo/mcp-server-apache-airflow) 🐍 🏠 - 使用官方客户端连接至[Apache Airflow](https://airflow.apache.org/)的MCP服务器。
- [hyperb1iss/droidmind](https://github.com/hyperb1iss/droidmind) 🐍 🏠 - 通过MCP利用AI控制安卓设备，实现设备操控、调试、系统分析及UI自动化，并配备全面的安全框架。
- [XixianLiang/HarmonyOS-mcp-server](https://github.com/XixianLiang/HarmonyOS-mcp-server) 🐍 🏠 - 通过MCP利用AI控制鸿蒙(next)设备，实现设备操控及UI自动化
- [Rootly-AI-Labs/Rootly-MCP-server](https://github.com/Rootly-AI-Labs/Rootly-MCP-server) 🎖️🐍☁️🍎 - 用于事件管理平台 Rootly](https://rootly.com/) 的 MCP 服务器
@@ -344,17 +342,17 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
旨在简化数据探索、分析和增强数据科学工作流程的集成和工具。
-- [reading-plus-ai/mcp-server-data-exploration](https://github.com/reading-plus-ai/mcp-server-data-exploration) 🐍 ☁️ - 支持对基于 .csv 的数据集进行自主数据探索，以最小的成本提供智能见解。
+- [@reading-plus-ai/mcp-server-data-exploration](https://github.com/reading-plus-ai/mcp-server-data-exploration) 🐍 ☁️ - 支持对基于 .csv 的数据集进行自主数据探索，以最小的成本提供智能见解。
- [zcaceres/markdownify-mcp](https://github.com/zcaceres/markdownify-mcp) 📇 🏠 - 一个 MCP 服务器，可将几乎任何文件或网络内容转换为 Markdown
-- [reading-plus-ai/mcp-server-data-exploration](https://github.com/reading-plus-ai/mcp-server-data-exploration) 🐍 ☁️ - 实现基于.csv数据集的自动数据探索，提供最少工作量的智能化洞察。
+- [@reading-plus-ai/mcp-server-data-exploration](https://github.com/reading-plus-ai/mcp-server-data-exploration) 🐍 ☁️ - 实现基于.csv数据集的自动数据探索，提供最少工作量的智能化洞察。
- [DataEval/dingo](https://github.com/DataEval/dingo) 🎖️ 🐍 🏠 🍎 🪟 🐧 - Dingo 的 MCP 服务端。Dingo是一款全面的数据质量评估工具。支持与 Dingo 基于规则和 LLM 的评估功能进行交互以及列出可用规则和提示词。
### 📂 文件系统
提供对本地文件系统的直接访问，并具有可配置的权限。使 AI 模型能够读取、写入和管理指定目录中的文件。
-- [modelcontextprotocol/server-filesystem](https://github.com/modelcontextprotocol/servers/tree/main/src/filesystem) 📇 🏠 - 直接访问本地文件系统。
-- [modelcontextprotocol/server-google-drive](https://github.com/modelcontextprotocol/servers/tree/main/src/gdrive) 📇 ☁️ - Google Drive 集成，用于列出、阅读和搜索文件
+- [@modelcontextprotocol/server-filesystem](https://github.com/modelcontextprotocol/servers/tree/main/src/filesystem) 📇 🏠 - 直接访问本地文件系统。
+- [@modelcontextprotocol/server-google-drive](https://github.com/modelcontextprotocol/servers/tree/main/src/gdrive) 📇 ☁️ - Google Drive 集成，用于列出、阅读和搜索文件
- [8b-is/smart-tree](https://github.com/8b-is/smart-tree) 🦀 🏠 🍎 🪟 🐧 - AI 原生目录可视化，具有语义分析、AI 消费的超压缩格式和 10 倍令牌减少。支持具有智能文件分类的量子语义模式。
- [hmk/box-mcp-server](https://github.com/hmk/box-mcp-server) 📇 ☁️ - Box 集成，支持文件列表、阅读和搜索功能
- [mark3labs/mcp-filesystem-server](https://github.com/mark3labs/mcp-filesystem-server) 🏎️ 🏠 - 用于本地文件系统访问的 Golang 实现。
@@ -369,8 +367,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
金融数据访问和加密货币市场信息。支持查询实时市场数据、加密货币价格和财务分析。
- [heurist-network/heurist-mesh-mcp-server](https://github.com/heurist-network/heurist-mesh-mcp-server) 🎖️ ⛅️ 🏠 🐍 - 通过Heurist Mesh网络访问专业化的web3 AI代理，用于区块链分析、智能合约安全审计、代币指标评估及链上交互。提供全面的DeFi分析工具、NFT估值及跨多链交易监控功能
-- [iiatlas/hledger-mcp](https://github.com/iiAtlas/hledger-mcp) 📇 🏠 🍎 🪟 - 在你的 LLM 中进行复式纯文本记账！这个 MCP 提供对本地 [HLedger](https://hledger.org/) 记账日记账的全面读取，以及（可选的）写入访问。
-- [base/base-mcp](https://github.com/base/base-mcp) 🎖️ 📇 ☁️ - 集成Base网络的链上工具，支持与Base网络及Coinbase API交互，实现钱包管理、资金转账、智能合约和DeFi操作
+- [@base/base-mcp](https://github.com/base/base-mcp) 🎖️ 📇 ☁️ - 集成Base网络的链上工具，支持与Base网络及Coinbase API交互，实现钱包管理、资金转账、智能合约和DeFi操作
- [QuantGeekDev/coincap-mcp](https://github.com/QuantGeekDev/coincap-mcp) 📇 ☁️ - 使用 CoinCap 的公共 API 集成实时加密货币市场数据，无需 API 密钥即可访问加密货币价格和市场信息
- [anjor/coinmarket-mcp-server](https://github.com/anjor/coinmarket-mcp-server) 🐍 ☁️ - Coinmarket API 集成以获取加密货币列表和报价
- [berlinbra/alpha-vantage-mcp](https://github.com/berlinbra/alpha-vantage-mcp) 🐍 ☁️ - Alpha Vantage API 集成，用于获取股票和加密货币信息
@@ -409,17 +406,17 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
使用知识图谱结构的持久内存存储。使 AI 模型能够跨会话维护和查询结构化信息。
- [jinzcdev/markmap-mcp-server](https://github.com/jinzcdev/markmap-mcp-server) 📇 🏠 - 基于 [markmap](https://github.com/markmap/markmap) 构建的 MCP 服务器，可将 **Markdown** 转换为交互式的 **思维导图**。支持多格式导出（PNG/JPG/SVG）、浏览器在线预览、一键复制 Markdown 和动态可视化功能。
-- [modelcontextprotocol/server-memory](https://github.com/modelcontextprotocol/servers/tree/main/src/memory) 📇 🏠 - 基于知识图谱的长期记忆系统用于维护上下文
+- [@modelcontextprotocol/server-memory](https://github.com/modelcontextprotocol/servers/tree/main/src/memory) 📇 🏠 - 基于知识图谱的长期记忆系统用于维护上下文
- [/CheMiguel23/MemoryMesh](https://github.com/CheMiguel23/MemoryMesh) 📇 🏠 - 增强基于图形的记忆，重点关注 AI 角色扮演和故事生成
- [/topoteretes/cognee](https://github.com/topoteretes/cognee/tree/dev/cognee-mcp) 📇 🏠 - AI应用程序和Agent的内存管理器使用各种图存储和向量存储，并允许从 30 多个数据源提取数据
-- [hannesrudolph/mcp-ragdocs](https://github.com/hannesrudolph/mcp-ragdocs) 🐍 🏠 - MCP 服务器实现提供了通过矢量搜索检索和处理文档的工具，使 AI 助手能够利用相关文档上下文来增强其响应能力
-- [kaliaboi/mcp-zotero](https://github.com/kaliaboi/mcp-zotero) 📇 ☁️ - 为 LLM 提供的连接器，用于操作 Zotero Cloud 上的文献集合和资源
+- [@hannesrudolph/mcp-ragdocs](https://github.com/hannesrudolph/mcp-ragdocs) 🐍 🏠 - MCP 服务器实现提供了通过矢量搜索检索和处理文档的工具，使 AI 助手能够利用相关文档上下文来增强其响应能力
+- [@kaliaboi/mcp-zotero](https://github.com/kaliaboi/mcp-zotero) 📇 ☁️ - 为 LLM 提供的连接器，用于操作 Zotero Cloud 上的文献集合和资源
- [mcp-summarizer](https://github.com/0xshellming/mcp-summarizer) 📕 ☁️ - AI摘要生成MCP服务器，支持多种内容类型：纯文本、网页、PDF文档、EPUB电子书、HTML内容
- [apecloud/ApeRAG](https://github.com/apecloud/ApeRAG) 🐍 ☁️ 🏠 - 生产级RAG平台，结合Graph RAG、向量搜索和全文搜索。构建知识图谱和上下文工程的最佳选择
- [graphlit-mcp-server](https://github.com/graphlit/graphlit-mcp-server) 📇 ☁️ - 将来自Slack、Discord、网站、Google Drive、Linear或GitHub的任何内容摄取到Graphlit项目中，然后在诸如Cursor、Windsurf或Cline等MCP客户端中搜索并检索相关知识。
-- [mem0ai/mem0-mcp](https://github.com/mem0ai/mem0-mcp) 🐍 🏠 - 用于 Mem0 的模型上下文协议服务器，帮助管理编码偏好和模式，提供工具用于存储、检索和语义处理代码实现、最佳实践和技术文档，适用于 Cursor 和 Windsurf 等 IDE
-- [ragieai/mcp-server](https://github.com/ragieai/ragie-mcp-server) 📇 ☁️ - 从您的 [Ragie](https://www.ragie.ai) (RAG) 知识库中检索上下文，该知识库连接到 Google Drive、Notion、JIRA 等多种集成。
-- [upstash/context7](https://github.com/upstash/context7) 📇 ☁️ - 最新的LLM和AI代码编辑器的代码文档。
+- [@mem0ai/mem0-mcp](https://github.com/mem0ai/mem0-mcp) 🐍 🏠 - 用于 Mem0 的模型上下文协议服务器，帮助管理编码偏好和模式，提供工具用于存储、检索和语义处理代码实现、最佳实践和技术文档，适用于 Cursor 和 Windsurf 等 IDE
+- [@ragieai/mcp-server](https://github.com/ragieai/ragie-mcp-server) 📇 ☁️ - 从您的 [Ragie](https://www.ragie.ai) (RAG) 知识库中检索上下文，该知识库连接到 Google Drive、Notion、JIRA 等多种集成。
+- [@upstash/context7](https://github.com/upstash/context7) 📇 ☁️ - 最新的LLM和AI代码编辑器的代码文档。
- [JamesANZ/memory-mcp](https://github.com/JamesANZ/memory-mcp) 📇 🏠 - 一个MCP服务器，使用MongoDB存储和检索来自多个LLM的记忆。提供保存、检索、添加和清除带有时间戳和LLM识别的对话记忆的工具。
- [JamesANZ/cross-llm-mcp](https://github.com/JamesANZ/cross-llm-mcp) 📇 🏠 - 一个MCP服务器，实现跨LLM通信和记忆共享，使不同的AI模型能够在对话间协作和共享上下文。
@@ -427,11 +424,10 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
地理和基于位置的服务集成。支持访问地图数据、方向和位置信息。
-- [modelcontextprotocol/server-google-maps](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/google-maps) 📇 ☁️ - Google 地图集成，提供位置服务、路线规划和地点详细信息
+- [@modelcontextprotocol/server-google-maps](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/google-maps) 📇 ☁️ - Google 地图集成，提供位置服务、路线规划和地点详细信息
- [SecretiveShell/MCP-timeserver](https://github.com/SecretiveShell/MCP-timeserver) 🐍 🏠 - 访问任意时区的时间并获取当前本地时间
- [webcoderz/MCP-Geo](https://github.com/webcoderz/MCP-Geo) 🐍 🏠 - 支持 nominatim、ArcGIS、Bing 的地理编码 MCP 服务器
- [@briandconnelly/mcp-server-ipinfo](https://github.com/briandconnelly/mcp-server-ipinfo) 🐍 ☁️ - 使用 IPInfo API 获取 IP 地址的地理位置和网络信息
-- [isdaniel/mcp_weather_server](https://github.com/isdaniel/mcp_weather_server) 🐍 ☁️ - 从 https://api.open-meteo.com API 获取天气信息。
- [QGIS MCP](https://github.com/jjsantos01/qgis_mcp) - 通过MCP将QGIS桌面端与Claude AI连接。该集成支持提示辅助的项目创建、图层加载、代码执行等功能。
- [kukapay/nearby-search-mcp](https://github.com/kukapay/nearby-search-mcp) 🐍 ☁️ - 一个基于IP定位检测的附近地点搜索MCP服务器。
@@ -445,8 +441,8 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
访问和分析应用程序监控数据。使 AI 模型能够审查错误报告和性能指标。
-- [modelcontextprotocol/server-sentry](https://github.com/modelcontextprotocol/servers/tree/main/src/sentry) 🐍 ☁️ - Sentry.io 集成用于错误跟踪和性能监控
-- [MindscapeHQ/server-raygun](https://github.com/MindscapeHQ/mcp-server-raygun) 📇 ☁️ - Raygun API V3 集成用于崩溃报告和真实用户监控
+- [@modelcontextprotocol/server-sentry](https://github.com/modelcontextprotocol/servers/tree/main/src/sentry) 🐍 ☁️ - Sentry.io 集成用于错误跟踪和性能监控
+- [@MindscapeHQ/server-raygun](https://github.com/MindscapeHQ/mcp-server-raygun) 📇 ☁️ - Raygun API V3 集成用于崩溃报告和真实用户监控
- [metoro-io/metoro-mcp-server](https://github.com/metoro-io/metoro-mcp-server) 🎖️ 🏎️ ☁️ - 查询并与 Metoro 监控的 kubernetes 环境交互
- [grafana/mcp-grafana](https://github.com/grafana/mcp-grafana) 🎖️ 🐍 🏠 ☁️ - 在 Grafana 实例中搜索仪表盘、调查事件并查询数据源
- [tumf/grafana-loki-mcp](https://github.com/tumf/grafana-loki-mcp) 🐍 🏠 - 一个 MCP 服务器，允许通过 Grafana API 查询 Loki 日志。
@@ -459,11 +455,11 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
### 🔎 搜索
- [scrapeless-ai/scrapeless-mcp-server](https://github.com/scrapeless-ai/scrapeless-mcp-server) 🐍 ☁️ - Scrapeless模型上下文协议服务作为MCP服务器连接器，连接到Google SERP API，使得在MCP生态系统内无需离开即可进行网页搜索。
-- [brave/brave-search-mcp-server](https://github.com/brave/brave-search-mcp-server) 📇 ☁️ - 使用 Brave 的搜索 API 实现网页搜索功能
+- [@modelcontextprotocol/server-brave-search](https://github.com/modelcontextprotocol/servers/tree/main/src/brave-search) 📇 ☁️ - 使用 Brave 的搜索 API 实现网页搜索功能
- [DappierAI/dappier-mcp](https://github.com/DappierAI/dappier-mcp) 🐍 ☁️ - Dappier 的 MCP 服务器可让 AI 代理快速、免费地进行实时网页搜索，并访问来自可靠媒体品牌的新闻、金融市场、体育、娱乐、天气等优质数据。
- [Dumpling-AI/mcp-server-dumplingai](https://github.com/Dumpling-AI/mcp-server-dumplingai) 🎖️ 📇 ☁️ - 通过 [Dumpling AI](https://www.dumplingai.com/) 提供的数据访问、网页抓取与文档转换 API
-- [angheljf/nyt](https://github.com/angheljf/nyt) 📇 ☁️ - 使用 NYTimes API 搜索文章
-- [modelcontextprotocol/server-fetch](https://github.com/modelcontextprotocol/servers/tree/main/src/fetch) 🐍 🏠 ☁️ - 高效获取和处理网页内容，供 AI 使用
+- [@angheljf/nyt](https://github.com/angheljf/nyt) 📇 ☁️ - 使用 NYTimes API 搜索文章
+- [@modelcontextprotocol/server-fetch](https://github.com/modelcontextprotocol/servers/tree/main/src/fetch) 🐍 🏠 ☁️ - 高效获取和处理网页内容，供 AI 使用
- [ac3xx/mcp-servers-kagi](https://github.com/ac3xx/mcp-servers-kagi) 📇 ☁️ - Kagi 搜索 API 集成
- [exa-labs/exa-mcp-server](https://github.com/exa-labs/exa-mcp-server) 🎖️ 📇 ☁️ – 模型上下文协议 (MCP) 服务器让 Claude 等 AI 助手可以使用 Exa AI Search API 进行网络搜索。此设置允许 AI 模型以安全且可控的方式获取实时网络信息。
- [fatwang2/search1api-mcp](https://github.com/fatwang2/search1api-mcp) 📇 ☁️ - 通过 search1api 搜索（需要付费 API 密钥）
@@ -544,9 +540,9 @@ AI助手可以通过翻译工具和服务在不同语言之间翻译内容。
与 Git 存储库和版本控制平台交互。通过标准化 API 实现存储库管理、代码分析、拉取请求处理、问题跟踪和其他版本控制操作。
-- [modelcontextprotocol/server-github](https://github.com/modelcontextprotocol/servers/tree/main/src/github) 📇 ☁️ - GitHub API集成用于仓库管理、PR、问题等
-- [modelcontextprotocol/server-gitlab](https://github.com/modelcontextprotocol/servers/tree/main/src/gitlab) 📇 ☁️ 🏠 - GitLab平台集成用于项目管理和CI/CD操作
-- [modelcontextprotocol/server-git](https://github.com/modelcontextprotocol/servers/tree/main/src/git) 🐍 🏠 - 直接的Git仓库操作，包括读取、搜索和分析本地仓库
+- [@modelcontextprotocol/server-github](https://github.com/modelcontextprotocol/servers/tree/main/src/github) 📇 ☁️ - GitHub API集成用于仓库管理、PR、问题等
+- [@modelcontextprotocol/server-gitlab](https://github.com/modelcontextprotocol/servers/tree/main/src/gitlab) 📇 ☁️ 🏠 - GitLab平台集成用于项目管理和CI/CD操作
+- [@modelcontextprotocol/server-git](https://github.com/modelcontextprotocol/servers/tree/main/src/git) 🐍 🏠 - 直接的Git仓库操作，包括读取、搜索和分析本地仓库
- [Tiberriver256/mcp-server-azure-devops](https://github.com/Tiberriver256/mcp-server-azure-devops) 📇 ☁️ - Azure DevOps 集成，用于管理存储库、工作项目和管道
- [adhikasp/mcp-git-ingest](https://github.com/adhikasp/mcp-git-ingest) 🐍 🏠 - 使用 LLM 阅读和分析 GitHub 存储库
- [kopfrechner/gitlab-mr-mcp](https://github.com/kopfrechner/gitlab-mr-mcp) 📇 ☁️ - 与 GitLab 项目问题和合并请求无缝互动。
@@ -562,7 +558,7 @@ AI助手可以通过翻译工具和服务在不同语言之间翻译内容。
- [mzxrai/mcp-openai](https://github.com/mzxrai/mcp-openai) 📇 ☁️ - 与 OpenAI 最智能的模型聊天
- [mrjoshuak/godoc-mcp](https://github.com/mrjoshuak/godoc-mcp) 🏎️ 🏠 - 高效的 Go 文档服务器，让 AI 助手可以智能访问包文档和类型，而无需阅读整个源文件
- [pierrebrunelle/mcp-server-openai](https://github.com/pierrebrunelle/mcp-server-openai) 🐍 ☁️ - 直接从Claude查询OpenAI模型，使用MCP协议
-- [modelcontextprotocol/server-everything](https://github.com/modelcontextprotocol/servers/tree/main/src/everything) 📇 🏠 - MCP服务器，涵盖MCP协议的所有功能
+- [@modelcontextprotocol/server-everything](https://github.com/modelcontextprotocol/servers/tree/main/src/everything) 📇 🏠 - MCP服务器，涵盖MCP协议的所有功能
- [MarkusPfundstein/mcp-obsidian](https://github.com/MarkusPfundstein/mcp-obsidian) 🐍 ☁️ 🏠 - 通过REST API与Obsidian交互
- [calclavia/mcp-obsidian](https://github.com/calclavia/mcp-obsidian) 📇 🏠 - 这是一个连接器，允许Claude Desktop（或任何MCP兼容应用程序）读取和搜索包含Markdown笔记的目录（如Obsidian库）。
- [anaisbetts/mcp-youtube](https://github.com/anaisbetts/mcp-youtube) 📇 ☁️ - 获取YouTube字幕
@@ -574,7 +570,7 @@ AI助手可以通过翻译工具和服务在不同语言之间翻译内容。
- [suekou/mcp-notion-server](https://github.com/suekou/mcp-notion-server) 📇 🏠 - 与Notion API交互
- [amidabuddha/unichat-mcp-server](https://github.com/amidabuddha/unichat-mcp-server) 🐍/📇 ☁️ - 使用MCP协议通过工具或预定义的提示发送请求给OpenAI、MistralAI、Anthropic、xAI或Google AI。需要供应商API密钥
- [evalstate/mcp-miro](https://github.com/evalstate/mcp-miro) 📇 ☁️ - 访问 MIRO 白板，批量创建和读取项目。需要 REST API 的 OAUTH 密钥。
-- [tacticlaunch/mcp-linear](https://github.com/tacticlaunch/mcp-linear) 📇 ☁️ 🍎 🪟 🐧 - 与Linear项目管理系统集成
+- [@tacticlaunch/mcp-linear](https://github.com/tacticlaunch/mcp-linear) 📇 ☁️ 🍎 🪟 🐧 - 与Linear项目管理系统集成
- [KS-GEN-AI/jira-mcp-server](https://github.com/KS-GEN-AI/jira-mcp-server) 📇 ☁️ 🍎 🪟 - 通过 JQL 和 API 读取 Jira 数据，并执行创建和编辑工单的请求
- [KS-GEN-AI/confluence-mcp-server](https://github.com/KS-GEN-AI/confluence-mcp-server) 📇 ☁️ 🍎 🪟 - 通过 CQL 获取 Confluence 数据并阅读页面
- [sooperset/mcp-atlassian](https://github.com/sooperset/mcp-atlassian) 🐍 ☁️ - Confluence工作区的自然语言搜索和内容访问
@@ -584,21 +580,21 @@ AI助手可以通过翻译工具和服务在不同语言之间翻译内容。
- [future-audiences/wikimedia-enterprise-model-context-protocol](https://gitlab.wikimedia.org/repos/future-audiences/wikimedia-enterprise-model-context-protocol) 🐍 ☁️ - 维基百科文章查找 API
- [andybrandt/mcp-simple-timeserver](https://github.com/andybrandt/mcp-simple-timeserver) 🐍 🏠☁️ - MCP 服务器允许检查客户端计算机上的本地时间或 NTP 服务器上的当前 UTC 时间
- [andybrandt/mcp-simple-openai-assistant](https://github.com/andybrandt/mcp-simple-openai-assistant) - 🐍 ☁️ MCP 与 OpenAI 助手对话（Claude 可以使用任何 GPT 模型作为他的助手）
-- [evalstate/mcp-hfspace](https://github.com/evalstate/mcp-hfspace) 📇 ☁️ - 直接从 Claude 使用 HuggingFace Spaces。使用开源图像生成、聊天、视觉任务等。支持图像、音频和文本上传/下载。
+- [@evalstate/mcp-hfspace](https://github.com/evalstate/mcp-hfspace) 📇 ☁️ - 直接从 Claude 使用 HuggingFace Spaces。使用开源图像生成、聊天、视觉任务等。支持图像、音频和文本上传/下载。
- [zueai/mcp-manager](https://github.com/zueai/mcp-manager) 📇 ☁️ - 简单的 Web UI 用于安装和管理 Claude 桌面应用程序的 MCP 服务器。
- [wong2/mcp-cli](https://github.com/wong2/mcp-cli) 📇 🏠 - 用于测试 MCP 服务器的 CLI 工具
- [isaacwasserman/mcp-vegalite-server](https://github.com/isaacwasserman/mcp-vegalite-server) 🐍 🏠 - 使用 VegaLite 格式和渲染器从获取的数据生成可视化效果。
- [tevonsb/homeassistant-mcp](https://github.com/tevonsb/homeassistant-mcp) 📇 🏠 - 访问家庭助理数据和控制设备（灯、开关、恒温器等）。
- [allenporter/mcp-server-home-assistant](https://github.com/allenporter/mcp-server-home-assistant) 🐍 🏠 - 通过模型上下文协议服务器暴露所有 Home Assistant 语音意图，实现智能家居控制
-- [magarcia/mcp-server-giphy](https://github.com/magarcia/mcp-server-giphy) 📇 ☁️ - 通过Giphy API从庞大的Giphy图库中搜索并获取GIF动图。
+- [@magarcia/mcp-server-giphy](https://github.com/magarcia/mcp-server-giphy) 📇 ☁️ - 通过Giphy API从庞大的Giphy图库中搜索并获取GIF动图。
- [nguyenvanduocit/all-in-one-model-context-protocol](https://github.com/nguyenvanduocit/all-in-one-model-context-protocol) 🏎️ 🏠 - 一些对开发者有用的工具，几乎涵盖工程师所需的一切：Confluence、Jira、YouTube、运行脚本、知识库RAG、抓取URL、管理YouTube频道、电子邮件、日历、GitLab
-- [joshuarileydev/mac-apps-launcher-mcp-server](https://github.com/JoshuaRileyDev/mac-apps-launcher) 📇 🏠 - 用于列出和启动 MacOS 上的应用程序的 MCP 服务器
+- [@joshuarileydev/mac-apps-launcher-mcp-server](https://github.com/JoshuaRileyDev/mac-apps-launcher) 📇 🏠 - 用于列出和启动 MacOS 上的应用程序的 MCP 服务器
- [ZeparHyfar/mcp-datetime](https://github.com/ZeparHyfar/mcp-datetime) - MCP 服务器提供多种格式的日期和时间函数
- [SecretiveShell/MCP-wolfram-alpha](https://github.com/SecretiveShell/MCP-wolfram-alpha) 🐍 ☁️ - 用于查询Wolfram Alpha API的MCP服务器。
- [apinetwork/piapi-mcp-server](https://github.com/apinetwork/piapi-mcp-server) 📇 ☁️ PiAPI MCP服务器使用户能够直接从Claude或其他MCP兼容应用程序中使用Midjourney/Flux/Kling/Hunyuan/Udio/Trellis生成媒体内容。
- [gotoolkits/DifyWorkflow](https://github.com/gotoolkits/mcp-difyworkflow-server) - 🏎️ ☁️ MCP 服务器 Tools 实现查询与执行 Dify AI 平台上自定义的工作流
-- [pskill9/hn-server](https://github.com/pskill9/hn-server) - 📇 ☁️ 解析 news.ycombinator.com（Hacker News）的 HTML 内容，为不同类型的故事（热门、最新、问答、展示、工作）提供结构化数据
-- [mediar-ai/screenpipe](https://github.com/mediar-ai/screenpipe) - 🎖️ 🦀 🏠 🍎 本地优先的系统，支持屏幕/音频捕获并带有时间戳索引、SQL/嵌入存储、语义搜索、LLM 驱动的历史分析和事件触发动作 - 通过 NextJS 插件生态系统实现构建上下文感知的 AI 代理
+- [@pskill9/hn-server](https://github.com/pskill9/hn-server) - 📇 ☁️ 解析 news.ycombinator.com（Hacker News）的 HTML 内容，为不同类型的故事（热门、最新、问答、展示、工作）提供结构化数据
+- [@mediar-ai/screenpipe](https://github.com/mediar-ai/screenpipe) - 🎖️ 🦀 🏠 🍎 本地优先的系统，支持屏幕/音频捕获并带有时间戳索引、SQL/嵌入存储、语义搜索、LLM 驱动的历史分析和事件触发动作 - 通过 NextJS 插件生态系统实现构建上下文感知的 AI 代理
- [akseyh/bear-mcp-server](https://github.com/akseyh/bear-mcp-server) - 允许 AI 读取您的 Bear Notes（仅支持 macOS）
- [mcp-server-jfx](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jfx) ☕ 🏠 - 在JavaFX画布上绘制。
- [hmk/attio-mcp-server](https://github.com/hmk/attio-mcp-server) - 📇 ☁️ 允许AI客户端在Attio CRM中管理记录和笔记
@@ -610,12 +606,12 @@ AI助手可以通过翻译工具和服务在不同语言之间翻译内容。
- [tomekkorbak/oura-mcp-server](https://github.com/tomekkorbak/oura-mcp-server) 🐍 ☁️ - An MCP server for Oura, an app for tracking sleep
- [rember/rember-mcp](https://github.com/rember/rember-mcp) 📇 🏠 - Create spaced repetition flashcards in [Rember](https://rember.com) to remember anything you learn in your chats.
- [hiromitsusasaki/raindrop-io-mcp-server](https://github.com/hiromitsusasaki/raindrop-io-mcp-server) 📇 ☁️ - An integration that allows LLMs to interact with Raindrop.io bookmarks using the Model Context Protocol (MCP).
-- [integromat/make-mcp-server](https://github.com/integromat/make-mcp-server) 🎖️ 📇 🏠 - Turn your [Make](https://www.make.com/) scenarios into callable tools for AI assistants.
+- [@integromat/make-mcp-server](https://github.com/integromat/make-mcp-server) 🎖️ 📇 🏠 - Turn your [Make](https://www.make.com/) scenarios into callable tools for AI assistants.
- [NON906/omniparser-autogui-mcp](https://github.com/NON906/omniparser-autogui-mcp) - 🐍 Automatic operation of on-screen GUI.
- [kj455/mcp-kibela](https://github.com/kj455/mcp-kibela) - 📇 ☁️ [Kibela](https://kibe.la/) 与 MCP 的集成
- [blurrah/mcp-graphql](https://github.com/blurrah/mcp-graphql) 📇 ☁️ - Allows the AI to query GraphQL servers
- [fotoetienne/gqai](https://github.com/fotoetienne/gqai) 🏎 🏠 - 使用常规 GraphQL 查询/变异定义工具，gqai 会自动为您生成 MCP 服务器。
-- [awkoy/replicate-flux-mcp](https://github.com/awkoy/replicate-flux-mcp) 📇 ☁️ - 通过Replicate API提供图像生成功能。
+- [@awkoy/replicate-flux-mcp](https://github.com/awkoy/replicate-flux-mcp) 📇 ☁️ - 通过Replicate API提供图像生成功能。
- [kenliao94/mcp-server-rabbitmq](https://github.com/kenliao94/mcp-server-rabbitmq) 🐍 🏠 - Enable interaction (admin operation, message enqueue/dequeue) with RabbitMQ
- [marcelmarais/Spotify](https://github.com/marcelmarais/spotify-mcp-server) - 📇 🏠 Control Spotify playback and manage playlists.
- [NakaokaRei/swift-mcp-gui](https://github.com/NakaokaRei/swift-mcp-gui.git) 🏠 🍎 - MCP服务器，可以执行键盘输入、鼠标移动等命令
@@ -646,7 +642,7 @@ AI助手可以通过翻译工具和服务在不同语言之间翻译内容。
- [rectalogic/langchain-mcp](https://github.com/rectalogic/langchain-mcp) 🐍 - 提供LangChain中MCP工具调用支持，允许将MCP工具集成到LangChain工作流中。
- [salty-flower/ModelContextProtocol.NET](https://github.com/salty-flower/ModelContextProtocol.NET) #️⃣🏠 - 基于 .NET 9 的 C# MCP 服务器 SDK ，支持 NativeAOT ⚡ 🔌
- [spring-ai-mcp](https://github.com/spring-projects-experimental/spring-ai-mcp) ☕ 🌱 - 用于构建 MCP 客户端和服务器的 Java SDK 和 Spring Framework 集成，支持多种可插拔的传输选项
-- [marimo-team/codemirror-mcp](https://github.com/marimo-team/codemirror-mcp) - CodeMirror 扩展，实现了用于资源提及和提示命令的模型上下文协议 (MCP)
+- [@marimo-team/codemirror-mcp](https://github.com/marimo-team/codemirror-mcp) - CodeMirror 扩展，实现了用于资源提及和提示命令的模型上下文协议 (MCP)
- [quarkiverse/quarkus-mcp-server](https://github.com/quarkiverse/quarkus-mcp-server) ☕ - 用于基于Quarkus构建MCP服务器的Java SDK。
- [lastmile-ai/mcp-agent](https://github.com/lastmile-ai/mcp-agent) 🤖 🔌 - 使用简单、可组合的模式，通过MCP服务器构建高效的代理。
- [mullerhai/sakura-mcp](https://github.com/mullerhai/sakura-mcp) 🦀 ☕ - Scala MCP 框架 构建企业级MCP客户端和服务端 shade from modelcontextprotocol.io.
From 26e3da662186b5156760f61372b66cfaa80ff59d Mon Sep 17 00:00:00 2001
From: Atlas Wegman
Date: Wed, 15 Oct 2025 11:40:32 -0400
Subject: [PATCH 256/504] Re-added HLedger MCP to README-zh.md
---
README-zh.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README-zh.md b/README-zh.md
index 315d4848..f658bdff 100644
--- a/README-zh.md
+++ b/README-zh.md
@@ -367,6 +367,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
金融数据访问和加密货币市场信息。支持查询实时市场数据、加密货币价格和财务分析。
- [heurist-network/heurist-mesh-mcp-server](https://github.com/heurist-network/heurist-mesh-mcp-server) 🎖️ ⛅️ 🏠 🐍 - 通过Heurist Mesh网络访问专业化的web3 AI代理，用于区块链分析、智能合约安全审计、代币指标评估及链上交互。提供全面的DeFi分析工具、NFT估值及跨多链交易监控功能
+- [iiatlas/hledger-mcp](https://github.com/iiAtlas/hledger-mcp) 📇 🏠 🍎 🪟 - 在你的 LLM 中进行复式纯文本记账！这个 MCP 提供对本地 [HLedger](https://hledger.org/) 记账日记账的全面读取，以及（可选的）写入访问。
- [@base/base-mcp](https://github.com/base/base-mcp) 🎖️ 📇 ☁️ - 集成Base网络的链上工具，支持与Base网络及Coinbase API交互，实现钱包管理、资金转账、智能合约和DeFi操作
- [QuantGeekDev/coincap-mcp](https://github.com/QuantGeekDev/coincap-mcp) 📇 ☁️ - 使用 CoinCap 的公共 API 集成实时加密货币市场数据，无需 API 密钥即可访问加密货币价格和市场信息
- [anjor/coinmarket-mcp-server](https://github.com/anjor/coinmarket-mcp-server) 🐍 ☁️ - Coinmarket API 集成以获取加密货币列表和报价
From b5bae7bbdc38f02825600caff1ac6f383649c60c Mon Sep 17 00:00:00 2001
From: Atlas Wegman
Date: Wed, 15 Oct 2025 11:42:01 -0400
Subject: [PATCH 257/504] Reset README-zh.md to origin/main
---
README-zh.md | 1 -
1 file changed, 1 deletion(-)
diff --git a/README-zh.md b/README-zh.md
index f658bdff..315d4848 100644
--- a/README-zh.md
+++ b/README-zh.md
@@ -367,7 +367,6 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
金融数据访问和加密货币市场信息。支持查询实时市场数据、加密货币价格和财务分析。
- [heurist-network/heurist-mesh-mcp-server](https://github.com/heurist-network/heurist-mesh-mcp-server) 🎖️ ⛅️ 🏠 🐍 - 通过Heurist Mesh网络访问专业化的web3 AI代理，用于区块链分析、智能合约安全审计、代币指标评估及链上交互。提供全面的DeFi分析工具、NFT估值及跨多链交易监控功能
-- [iiatlas/hledger-mcp](https://github.com/iiAtlas/hledger-mcp) 📇 🏠 🍎 🪟 - 在你的 LLM 中进行复式纯文本记账！这个 MCP 提供对本地 [HLedger](https://hledger.org/) 记账日记账的全面读取，以及（可选的）写入访问。
- [@base/base-mcp](https://github.com/base/base-mcp) 🎖️ 📇 ☁️ - 集成Base网络的链上工具，支持与Base网络及Coinbase API交互，实现钱包管理、资金转账、智能合约和DeFi操作
- [QuantGeekDev/coincap-mcp](https://github.com/QuantGeekDev/coincap-mcp) 📇 ☁️ - 使用 CoinCap 的公共 API 集成实时加密货币市场数据，无需 API 密钥即可访问加密货币价格和市场信息
- [anjor/coinmarket-mcp-server](https://github.com/anjor/coinmarket-mcp-server) 🐍 ☁️ - Coinmarket API 集成以获取加密货币列表和报价
From 6ef88601a119cdb2ddb7821353ef6db29334f8dd Mon Sep 17 00:00:00 2001
From: Atlas Wegman
Date: Wed, 15 Oct 2025 11:46:34 -0400
Subject: [PATCH 258/504] Updated README-zh
---
README-zh.md | 5 ++++-
1 file changed, 4 insertions(+), 1 deletion(-)
diff --git a/README-zh.md b/README-zh.md
index 315d4848..ef2b8e7c 100644
--- a/README-zh.md
+++ b/README-zh.md
@@ -108,6 +108,7 @@
- [MetaMCP](https://github.com/metatool-ai/metatool-app) 📇 ☁️ 🏠 🍎 🪟 🐧 - MetaMCP是一个统一的中间件MCP服务器，通过GUI管理您的MCP连接。
- [MCP Access Point](https://github.com/sxhxliang/mcp-access-point) 📇 ☁️ 🏠 🍎 🪟 🐧 - 一键将Web API转成为MCP服务器，而无需对服务器端代码进行任何修改。
- [hamflx/imagen3-mcp](https://github.com/hamflx/imagen3-mcp) 📇 🏠 🪟 🍎 🐧 - 一个通过 MCP 使用 Google Imagen 3.0 API 的强大图像生成工具。使用文本提示生成具有高级摄影、艺术和逼真控制的高质量图像。
+- [YangLiangwei/PersonalizationMCP](https://github.com/YangLiangwei/PersonalizationMCP) 🐍 ☁️ 🏠 🍎 🪟 🐧 - 全面的个人数据聚合MCP服务器，集成Steam、YouTube、Bilibili、Spotify、Reddit等平台。具有OAuth2认证、自动令牌管理和90+工具，用于游戏、音乐、视频和社交平台数据访问。
### 📂 浏览器自动化
@@ -260,6 +261,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
- [hannesrudolph/sqlite-explorer-fastmcp-mcp-server](https://github.com/hannesrudolph/sqlite-explorer-fastmcp-mcp-server) 🐍 🏠 - 一个 MCP 服务器，通过模型上下文协议 （MCP） 提供对 SQLite 数据库的安全只读访问。该服务器是使用 FastMCP 框架构建的，它使 LLM 能够探索和查询具有内置安全功能和查询验证的 SQLite 数据库。
- [sirmews/mcp-pinecone](https://github.com/sirmews/mcp-pinecone) 🐍 ☁️ - Pinecone 与矢量搜索功能的集成
- [runekaagaard/mcp-alchemy](https://github.com/runekaagaard/mcp-alchemy) 🐍 🏠 - 基于SQLAlchemy的通用数据库集成，支持PostgreSQL、MySQL、MariaDB、SQLite、Oracle、MS SQL Server等众多数据库。具有架构和关系检查以及大型数据集分析功能。
+- [subnetmarco/pgmcp](https://github.com/subnetmarco/pgmcp) 🏎️ 🏠 - 具有自动流传输、只读安全性和通用数据库兼容性的自然语言PostgreSQL查询。
- [Zhwt/go-mcp-mysql](https://github.com/Zhwt/go-mcp-mysql) 🏎️ 🏠 – 基于 Go 的开箱即用的 MySQL MCP 服务器，支持只读模式和自动 Schema 检查。
- [mcp-server-jdbc](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc) ☕ 🏠 - 连接到任何兼容JDBC的数据库，执行查询、插入、更新、删除等操作。
- [pab1it0/adx-mcp-server](https://github.com/pab1it0/adx-mcp-server) 🐍 ☁️ - 查询和分析Azure Data Explorer数据库
@@ -428,6 +430,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
- [SecretiveShell/MCP-timeserver](https://github.com/SecretiveShell/MCP-timeserver) 🐍 🏠 - 访问任意时区的时间并获取当前本地时间
- [webcoderz/MCP-Geo](https://github.com/webcoderz/MCP-Geo) 🐍 🏠 - 支持 nominatim、ArcGIS、Bing 的地理编码 MCP 服务器
- [@briandconnelly/mcp-server-ipinfo](https://github.com/briandconnelly/mcp-server-ipinfo) 🐍 ☁️ - 使用 IPInfo API 获取 IP 地址的地理位置和网络信息
+- [isdaniel/mcp_weather_server](https://github.com/isdaniel/mcp_weather_server) 🐍 ☁️ - 从 https://api.open-meteo.com API 获取天气信息。
- [QGIS MCP](https://github.com/jjsantos01/qgis_mcp) - 通过MCP将QGIS桌面端与Claude AI连接。该集成支持提示辅助的项目创建、图层加载、代码执行等功能。
- [kukapay/nearby-search-mcp](https://github.com/kukapay/nearby-search-mcp) 🐍 ☁️ - 一个基于IP定位检测的附近地点搜索MCP服务器。
@@ -455,7 +458,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
### 🔎 搜索
- [scrapeless-ai/scrapeless-mcp-server](https://github.com/scrapeless-ai/scrapeless-mcp-server) 🐍 ☁️ - Scrapeless模型上下文协议服务作为MCP服务器连接器，连接到Google SERP API，使得在MCP生态系统内无需离开即可进行网页搜索。
-- [@modelcontextprotocol/server-brave-search](https://github.com/modelcontextprotocol/servers/tree/main/src/brave-search) 📇 ☁️ - 使用 Brave 的搜索 API 实现网页搜索功能
+- [brave/brave-search-mcp-server](https://github.com/brave/brave-search-mcp-server) 📇 ☁️ - 使用 Brave 的搜索 API 实现网页搜索功能
- [DappierAI/dappier-mcp](https://github.com/DappierAI/dappier-mcp) 🐍 ☁️ - Dappier 的 MCP 服务器可让 AI 代理快速、免费地进行实时网页搜索，并访问来自可靠媒体品牌的新闻、金融市场、体育、娱乐、天气等优质数据。
- [Dumpling-AI/mcp-server-dumplingai](https://github.com/Dumpling-AI/mcp-server-dumplingai) 🎖️ 📇 ☁️ - 通过 [Dumpling AI](https://www.dumplingai.com/) 提供的数据访问、网页抓取与文档转换 API
- [@angheljf/nyt](https://github.com/angheljf/nyt) 📇 ☁️ - 使用 NYTimes API 搜索文章
From 70719b1242b3c28b48f85a99cdd9d4e2cb08511c Mon Sep 17 00:00:00 2001
From: Atlas Wegman
Date: Wed, 15 Oct 2025 11:47:12 -0400
Subject: [PATCH 259/504] Readded HLedger MCP
---
README-zh.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README-zh.md b/README-zh.md
index ef2b8e7c..2c8d98cd 100644
--- a/README-zh.md
+++ b/README-zh.md
@@ -369,6 +369,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
金融数据访问和加密货币市场信息。支持查询实时市场数据、加密货币价格和财务分析。
- [heurist-network/heurist-mesh-mcp-server](https://github.com/heurist-network/heurist-mesh-mcp-server) 🎖️ ⛅️ 🏠 🐍 - 通过Heurist Mesh网络访问专业化的web3 AI代理，用于区块链分析、智能合约安全审计、代币指标评估及链上交互。提供全面的DeFi分析工具、NFT估值及跨多链交易监控功能
+- [iiatlas/hledger-mcp](https://github.com/iiAtlas/hledger-mcp) 📇 🏠 🍎 🪟 - 在你的 LLM 中进行复式纯文本记账！这个 MCP 提供对本地 [HLedger](https://hledger.org/) 记账日记账的全面读取，以及（可选的）写入访问。
- [@base/base-mcp](https://github.com/base/base-mcp) 🎖️ 📇 ☁️ - 集成Base网络的链上工具，支持与Base网络及Coinbase API交互，实现钱包管理、资金转账、智能合约和DeFi操作
- [QuantGeekDev/coincap-mcp](https://github.com/QuantGeekDev/coincap-mcp) 📇 ☁️ - 使用 CoinCap 的公共 API 集成实时加密货币市场数据，无需 API 密钥即可访问加密货币价格和市场信息
- [anjor/coinmarket-mcp-server](https://github.com/anjor/coinmarket-mcp-server) 🐍 ☁️ - Coinmarket API 集成以获取加密货币列表和报价
From 1a1e4a985f71b0b3771af9c2a4f003211ab55549 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Filip=20Pankreti=C4=87?=
Date: Thu, 16 Oct 2025 09:17:16 +0200
Subject: [PATCH 260/504] Update entry
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 6bdb1ba6..749db5d3 100644
--- a/README.md
+++ b/README.md
@@ -322,7 +322,7 @@ Integration with communication platforms for message management and channel oper
- [hannesrudolph/imessage-query-fastmcp-mcp-server](https://github.com/hannesrudolph/imessage-query-fastmcp-mcp-server) 🐍 🏠 🍎 - An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP), enabling LLMs to query and analyze iMessage conversations with proper phone number validation and attachment handling
- [i-am-bee/acp-mcp](https://github.com/i-am-bee/acp-mcp) 🐍 💬 - An MCP server acting as an adapter into the [ACP](https://agentcommunicationprotocol.dev) ecosystem. Seamlessly exposes ACP agents to MCP clients, bridging the communication gap between the two protocols.
- [InditexTech/mcp-teams-server](https://github.com/InditexTech/mcp-teams-server) 🐍 ☁️ - MCP server that integrates Microsoft Teams messaging (read, post, mention, list members and threads)
-- [Infobip/mcp](https://github.com/infobip/mcp) 🎖️ ☁️ - Official Infobip MCP server for integrating with Infobip's omnichannel communication platform. Enables AI assistants to send and receive SMS, WhatsApp, RCS, and other channel messages and automate communication workflows through the Model Context Protocol.
+- [Infobip/mcp](https://github.com/infobip/mcp) 🎖️ ☁️ - Official Infobip MCP server for integrating Infobip global cloud communication platform. It equips AI agents with communication superpowers, allowing them to send and receive SMS and RCS messages, interact with WhatsApp and Viber, automate communication workflows, and manage customer data, all in a production-ready environment.
- [jagan-shanmugam/mattermost-mcp-host](https://github.com/jagan-shanmugam/mattermost-mcp-host) 🐍 🏠 - A MCP server along with MCP host that provides access to Mattermost teams, channels and messages. MCP host is integrated as a bot in Mattermost with access to MCP servers that can be configured.
- [jaipandya/producthunt-mcp-server](https://github.com/jaipandya/producthunt-mcp-server) 🐍 🏠 - MCP server for Product Hunt. Interact with trending posts, comments, collections, users, and more.
- [joinly-ai/joinly](https://github.com/joinly-ai/joinly) 🐍☁️ - MCP server to interact with browser-based meeting platforms (Zoom, Teams, Google Meet). Enables AI agents to send bots to online meetings, gather live transcripts, speak text, and send messages in the meeting chat.
From 5dc27f83b328b03dd6fa304826b48ffbe8753c1c Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=E6=9E=97=E7=8E=AE=20=28Jade=20Lin=29?=
Date: Thu, 16 Oct 2025 21:12:45 +0800
Subject: [PATCH 261/504] Add new Neovim server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 7198bf9d..c1ea8941 100644
--- a/README.md
+++ b/README.md
@@ -536,6 +536,7 @@ Tools and integrations that enhance the development workflow and environment man
- [kadykov/mcp-openapi-schema-explorer](https://github.com/kadykov/mcp-openapi-schema-explorer) 📇 ☁️ 🏠 - Token-efficient access to OpenAPI/Swagger specs via MCP Resources.
- [lamemind/mcp-server-multiverse](https://github.com/lamemind/mcp-server-multiverse) 📇 🏠 🛠️ - A middleware server that enables multiple isolated instances of the same MCP servers to coexist independently with unique namespaces and configurations.
- [langfuse/mcp-server-langfuse](https://github.com/langfuse/mcp-server-langfuse) 🐍 🏠 - MCP server to access and manage LLM application prompts created with [Langfuse]([https://langfuse.com/](https://langfuse.com/docs/prompts/get-started)) Prompt Management.
+- [linw1995/nvim-mcp](https://github.com/linw1995/nvim-mcp) 🦀 🏠 🍎 🪟 🐧 - A MCP server to interact with Neovim
- [lpigeon/ros-mcp-server](https://github.com/lpigeon/ros-mcp-server) 🐍 🏠 🍎 🪟 🐧 - The ROS MCP Server supports robot control by converting user-issued natural language commands into ROS or ROS2 control commands.
- [lpigeon/unitree-go2-mcp-server](https://github.com/lpigeon/unitree-go2-mcp-server) 🐍 🏠 🐧 - The Unitree Go2 MCP Server is a server built on the MCP that enables users to control the Unitree Go2 robot using natural language commands interpreted by a LLM.
- [ukkit/memcord](https://github.com/ukkit/memcord) 🐍 🏠 🐧 🍎 - A MCP server that keeps your chat history organized and searchable—with AI-powered summaries, secure memory, and full control.
From 0c0e0d44783a807ae4336cd92c10157c5994e045 Mon Sep 17 00:00:00 2001
From: Arnold Cubici-Jones <108676317+AJCJ1@users.noreply.github.com>
Date: Thu, 16 Oct 2025 14:47:47 +0100
Subject: [PATCH 262/504] Add the Urlbox MCP Server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 3958ae21..3820d482 100644
--- a/README.md
+++ b/README.md
@@ -885,6 +885,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [ac3xx/mcp-servers-kagi](https://github.com/ac3xx/mcp-servers-kagi) 📇 ☁️ - Kagi search API integration
- [adawalli/nexus](https://github.com/adawalli/nexus) 📇 ☁️ - AI-powered web search server using Perplexity Sonar models with source citations. Zero-install setup via NPX.
- [ananddtyagi/webpage-screenshot-mcp](https://github.com/ananddtyagi/webpage-screenshot-mcp) 📇 🏠 - A MCP server for taking screenshots of webpages to use as feedback during UI developement.
+- [urlbox/urlbox-mcp-server](https://github.com/urlbox/urlbox-mcp-server/) - 📇 🏠 A reliable MCP server for generating and managing screenshots, PDFs, and videos, performing AI-powered screenshot analysis, and extracting web content (Markdown, metadata, and HTML) via the [Urlbox](https://urlbox.com) API.
- [andybrandt/mcp-simple-arxiv](https://github.com/andybrandt/mcp-simple-arxiv) - 🐍 ☁️ MCP for LLM to search and read papers from arXiv
- [andybrandt/mcp-simple-pubmed](https://github.com/andybrandt/mcp-simple-pubmed) - 🐍 ☁️ MCP to search and read medical / life sciences papers from PubMed.
- [angheljf/nyt](https://github.com/angheljf/nyt) 📇 ☁️ - Search articles using the NYTimes API
From 7945c9a9ab5d52f65f705eec143ea703d635df41 Mon Sep 17 00:00:00 2001
From: brackendev
Date: Thu, 16 Oct 2025 21:41:42 +0200
Subject: [PATCH 263/504] Add Pharo Smalltalk Interop MCP server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 7198bf9d..9c28e758 100644
--- a/README.md
+++ b/README.md
@@ -542,6 +542,7 @@ Tools and integrations that enhance the development workflow and environment man
- [mattjegan/swarmia-mcp](https://github.com/mattjegan/swarmia-mcp) 🐍 🏠 🍎 🐧 - Read-only MCP server to help gather metrics from [Swarmia](swarmia.com) for quick reporting.
- [mobile-next/mobile-mcp](https://github.com/mobile-next/mobile-mcp) 📇 🏠 🐧 🍎 - MCP Server for Android/iOS application and device automation, development and app scraping. Simulator/Emulator/Physical devices like iPhone, Google Pixel, Samsung supported.
- [mrexodia/user-feedback-mcp](https://github.com/mrexodia/user-feedback-mcp) 🐍 🏠 - Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor.
+- [mumez/pharo-smalltalk-interop-mcp-server](https://github.com/mumez/pharo-smalltalk-interop-mcp-server) 🐍 🏠 - Pharo Smalltalk integration enabling code evaluation, class/method introspection, package management, test execution, and project installation for interactive development with Pharo images.
- [narumiruna/gitingest-mcp](https://github.com/narumiruna/gitingest-mcp) 🐍 🏠 - A MCP server that uses [gitingest](https://github.com/cyclotruc/gitingest) to convert any Git repository into a simple text digest of its codebase.
- [neilberkman/editorconfig_mcp](https://github.com/neilberkman/editorconfig_mcp) 📇 🏠 - Formats files using `.editorconfig` rules, acting as a proactive formatting gatekeeper to ensure AI-generated code adheres to project-specific formatting standards from the start.
- [OctoMind-dev/octomind-mcp](https://github.com/OctoMind-dev/octomind-mcp) 📇 ☁️ - lets your preferred AI agent create & run fully managed [Octomind](https://www.octomind.dev/) end-to-end tests from your codebase or other data sources like Jira, Slack or TestRail.
From 8972e99b3bf435528db1a9d480f7085e9e0c0e78 Mon Sep 17 00:00:00 2001
From: Shashank Shekhar Singh
<123410790+Shashankss1205@users.noreply.github.com>
Date: Fri, 17 Oct 2025 11:30:49 +0530
Subject: [PATCH 264/504] Added CodeGraphContext to readme
CodeGraphContext is an MCP server that indexes local code into a graph database to provide context to AI assistants. It has over 7k downloads and 200+ stars within a period of just 2 months. It is already bringing craze to prominent reddit and linkedin communities with a post on r/MCP occupying the "3rd best post" ever.
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 7198bf9d..0086532e 100644
--- a/README.md
+++ b/README.md
@@ -269,6 +269,7 @@ Code execution servers. Allow LLMs to execute code in a secure environment, e.g.
Full coding agents that enable LLMs to read, edit, and execute code and solve general programming tasks completely autonomously.
+- [shashankss1205/codegraphcontext](https://github.com/Shashankss1205/CodeGraphContext) 🐍 🏠 🍎 🪟 🐧 An MCP server that indexes local code into a graph database to provide context to AI assistants with a graphical code visualizations for humans.
- [doggybee/mcp-server-leetcode](https://github.com/doggybee/mcp-server-leetcode) 📇 ☁️ - An MCP server that enables AI models to search, retrieve, and solve LeetCode problems. Supports metadata filtering, user profiles, submissions, and contest data access.
- [ezyang/codemcp](https://github.com/ezyang/codemcp) 🐍 🏠 - Coding agent with basic read, write and command line tools.
- [gabrielmaialva33/winx-code-agent](https://github.com/gabrielmaialva33/winx-code-agent) 🦀 🏠 - A high-performance Rust reimplementation of WCGW for code agents, providing shell execution and advanced file management capabilities for LLMs via MCP.
From 65e79cb181a7a2068b1f7b9f7b37ea6c6ab42e2c Mon Sep 17 00:00:00 2001
From: Tobias Herber <22559657+herber@users.noreply.github.com>
Date: Fri, 17 Oct 2025 11:57:25 -0700
Subject: [PATCH 265/504] Add metorial server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 7198bf9d..ed370f6a 100644
--- a/README.md
+++ b/README.md
@@ -1174,6 +1174,7 @@ Interact with Git repositories and version control platforms. Enables repository
- [marcelmarais/Spotify](https://github.com/marcelmarais/spotify-mcp-server) - 📇 🏠 Control Spotify playback and manage playlists.
- [MarkusPfundstein/mcp-obsidian](https://github.com/MarkusPfundstein/mcp-obsidian) 🐍 ☁️ 🏠 - Interacting with Obsidian via REST API
- [mediar-ai/screenpipe](https://github.com/mediar-ai/screenpipe) - 🎖️ 🦀 🏠 🍎 Local-first system capturing screen/audio with timestamped indexing, SQL/embedding storage, semantic search, LLM-powered history analysis, and event-triggered actions - enables building context-aware AI agents through a NextJS plugin ecosystem.
+- [metorial/metorial](https://github.com/metorial/metorial) - 🎖️ 📇 ☁️ Connect AI agents to 600+ integrations with a single interface - OAuth, scaling, and monitoring included
- [modelcontextprotocol/server-everything](https://github.com/modelcontextprotocol/servers/tree/main/src/everything) 📇 🏠 - MCP server that exercises all the features of the MCP protocol
- [mrjoshuak/godoc-mcp](https://github.com/mrjoshuak/godoc-mcp) 🏎️ 🏠 - Token-efficient Go documentation server that provides AI assistants with smart access to package docs and types without reading entire source files
- [Mtehabsim/ScreenPilot](https://github.com/Mtehabsim/ScreenPilot) 🐍 🏠 - enables AI to fully control and access GUI interactions by providing tools for mouse and keyboard, ideal for general automation, education, and experimentation.
From ff5e0363708e2527b489fc7a954c148f265720b9 Mon Sep 17 00:00:00 2001
From: bitcoinwarrior1
Date: Sat, 18 Oct 2025 10:39:42 +1100
Subject: [PATCH 266/504] add evm-mcp
---
README-ja.md | 1 +
README-ko.md | 1 +
README-pt_BR.md | 1 +
README-th.md | 1 +
README-zh.md | 1 +
README-zh_TW.md | 1 +
README.md | 1 +
7 files changed, 7 insertions(+)
diff --git a/README-ja.md b/README-ja.md
index 116c7c9a..b71b064f 100644
--- a/README-ja.md
+++ b/README-ja.md
@@ -393,6 +393,7 @@ aliyun/alibabacloud-tablestore-mcp-server ☕ 🐍 ☁️ - 阿里云表格存
- [redis/mcp-redis-cloud](https://github.com/redis/mcp-redis-cloud) 📇 ☁️ - 自然言語を使用してRedis Cloudリソースを簡単に管理。データベースの作成、サブスクリプションの監視、シンプルなコマンドでクラウドデプロイメントの設定。
- [portainer/portainer-mcp](https://github.com/portainer/portainer-mcp) 🏎️ ☁️🏠 - 強力なMCPサーバーで、AIアシスタントがPortainerインスタンスとシームレスに連携し、コンテナ管理、デプロイメント操作、インフラストラクチャ監視機能に自然言語でアクセスできるようにします。
- [optuna/optuna-mcp](https://github.com/optuna/optuna-mcp) 🎖️ 🐍 🏠 🐧 🍎 - [Optuna](https://optuna.org/)と連携し、ハイパーパラメータ探索をはじめとする各種最適化タスクのシームレスなオーケストレーションを可能にする公式MCPサーバー。
+- [JamesANZ/evm-mcp](https://github.com/JamesANZ/evm-mcp) 📇 ☁️ - イーサリアム仮想マシン（EVM）JSON-RPCメソッドへの完全なアクセスを提供するMCPサーバー。Infura、Alchemy、QuickNode、ローカルノードなど、任意のEVM互換ノードプロバイダーで動作します。
- [JamesANZ/prediction-market-mcp](https://github.com/JamesANZ/prediction-market-mcp) 📇 ☁️ - Polymarket、PredictIt、Kalshiを含む複数のプラットフォームからのリアルタイム予測市場データを提供するMCPサーバー。AIアシスタントが統一されたインターフェースを通じて現在のオッズ、価格、市場情報をクエリできるようにします。
- [JamesANZ/bitcoin-mcp](https://github.com/JamesANZ/bitcoin-mcp) 📇 🏠 - AIモデルがビットコインブロックチェーンをクエリできるようにするMCPサーバー。
diff --git a/README-ko.md b/README-ko.md
index c60fe067..4d8f2871 100644
--- a/README-ko.md
+++ b/README-ko.md
@@ -359,6 +359,7 @@
- [pwh-pwh/coin-mcp-server](https://github.com/pwh-pwh/coin-mcp-server) 🐍 ☁️ - 암호화폐 가격을 가져오기 위한 Bitget API.
- [HuggingAGI/mcp-baostock-server](https://github.com/HuggingAGI/mcp-baostock-server) 🐍 ☁️ - baostock 기반 MCP 서버로 중국 주식 시장 데이터에 대한 액세스 및 분석 기능을 제공합니다.
- [Wuye-AI/mcp-server-wuye-ai](https://github.com/wuye-ai/mcp-server-wuye-ai) 🎖️ 📇 ☁️ - CRIC부동산AI 플랫폼에 접속하는 MCP 서버입니다. CRIC부동산AI는 커얼루이가 부동산 업계를 위해 특별히 개발한 지능형 AI 어시스턴트입니다.
+- [JamesANZ/evm-mcp](https://github.com/JamesANZ/evm-mcp) 📇 ☁️ - 이더리움 가상 머신(EVM) JSON-RPC 메서드에 대한 완전한 액세스를 제공하는 MCP 서버. Infura, Alchemy, QuickNode, 로컬 노드 등 모든 EVM 호환 노드 프로바이더와 함께 작동합니다.
- [JamesANZ/prediction-market-mcp](https://github.com/JamesANZ/prediction-market-mcp) 📇 ☁️ - Polymarket, PredictIt, Kalshi를 포함한 여러 플랫폼의 실시간 예측 시장 데이터를 제공하는 MCP 서버. AI 어시스턴트가 통합된 인터페이스를 통해 현재 배당률, 가격 및 시장 정보를 쿼리할 수 있게 합니다.
- [JamesANZ/bitcoin-mcp](https://github.com/JamesANZ/bitcoin-mcp) 📇 🏠 - AI 모델이 비트코인 블록체인을 쿼리할 수 있게 하는 MCP 서버.
diff --git a/README-pt_BR.md b/README-pt_BR.md
index 0776042c..e4bfaccc 100644
--- a/README-pt_BR.md
+++ b/README-pt_BR.md
@@ -335,6 +335,7 @@ Acesso a dados financeiros e ferramentas de análise. Permite que modelos de IA
- [bitteprotocol/mcp](https://github.com/BitteProtocol/mcp) 📇 - Integração com o Bitte Protocol para executar Agentes de IA em várias blockchains.
- [chargebee/mcp](https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol) 🎖️ 📇 ☁️ - Servidor MCP que conecta agentes de IA à [plataforma Chargebee](https://www.chargebee.com/).
- [Wuye-AI/mcp-server-wuye-ai](https://github.com/wuye-ai/mcp-server-wuye-ai) 🎖️ 📇 ☁️ - Servidor MCP conectado à plataforma CRIC Wuye AI. O CRIC Wuye AI é um assistente inteligente desenvolvido pela CRIC especialmente para o setor de gestão de propriedades.
+- [JamesANZ/evm-mcp](https://github.com/JamesANZ/evm-mcp) 📇 ☁️ - Um servidor MCP que fornece acesso completo aos métodos JSON-RPC da Máquina Virtual Ethereum (EVM). Funciona com qualquer provedor de nó compatível com EVM, incluindo Infura, Alchemy, QuickNode, nós locais e muito mais.
- [JamesANZ/prediction-market-mcp](https://github.com/JamesANZ/prediction-market-mcp) 📇 ☁️ - Um servidor MCP que fornece dados de mercado de previsão em tempo real de múltiplas plataformas incluindo Polymarket, PredictIt e Kalshi. Permite que assistentes de IA consultem probabilidades atuais, preços e informações de mercado através de uma interface unificada.
- [JamesANZ/bitcoin-mcp](https://github.com/JamesANZ/bitcoin-mcp) 📇 🏠 - Um servidor MCP que permite que modelos de IA consultem a blockchain Bitcoin.
diff --git a/README-th.md b/README-th.md
index a6a831af..980fe2b6 100644
--- a/README-th.md
+++ b/README-th.md
@@ -401,6 +401,7 @@
- [SaintDoresh/YFinance-Trader-MCP-ClaudeDesktop](https://github.com/SaintDoresh/YFinance-Trader-MCP-ClaudeDesktop.git) 🐍 ☁️ - เครื่องมือ MCP ที่ให้ข้อมูลตลาดหุ้นและการวิเคราะห์โดยใช้ Yahoo Finance API
- [HuggingAGI/mcp-baostock-server](https://github.com/HuggingAGI/mcp-baostock-server) 🐍 ☁️ - เซิร์ฟเวอร์ MCP ที่ใช้ baostock เป็นฐาน ให้การเข้าถึงและวิเคราะห์ข้อมูลตลาดหุ้นจีน
- [Wuye-AI/mcp-server-wuye-ai](https://github.com/wuye-ai/mcp-server-wuye-ai) 🎖️ 📇 ☁️ - เซิร์ฟเวอร์ MCP ที่เชื่อมต่อกับแพลตฟอร์ม CRIC Wuye AI โดย CRIC Wuye AI เป็นผู้ช่วย AI อัจฉริยะที่บริษัท CRIC พัฒนาขึ้นสำหรับอุตสาหกรรมการบริหารอสังหาริมทรัพย์
+- [JamesANZ/evm-mcp](https://github.com/JamesANZ/evm-mcp) 📇 ☁️ - เซิร์ฟเวอร์ MCP ที่ให้การเข้าถึงแบบสมบูรณ์ไปยังเมธอด JSON-RPC ของ Ethereum Virtual Machine (EVM) ทำงานร่วมกับผู้ให้บริการโหนดที่เข้ากันได้กับ EVM ใดๆ รวมถึง Infura, Alchemy, QuickNode, โหนดท้องถิ่น และอื่นๆ
- [JamesANZ/prediction-market-mcp](https://github.com/JamesANZ/prediction-market-mcp) 📇 ☁️ - เซิร์ฟเวอร์ MCP ที่ให้ข้อมูลตลาดการพยากรณ์แบบเรียลไทม์จากหลายแพลตฟอร์มรวมถึง Polymarket, PredictIt และ Kalshi ช่วยให้ผู้ช่วย AI สามารถสืบค้นอัตราต่อรองปัจจุบัน ราคา และข้อมูลตลาดผ่านอินเทอร์เฟซที่รวมเป็นหนึ่งเดียว
- [JamesANZ/bitcoin-mcp](https://github.com/JamesANZ/bitcoin-mcp) 📇 🏠 - เซิร์ฟเวอร์ MCP ที่ช่วยให้โมเดล AI สามารถสืบค้นบล็อกเชน Bitcoin ได้
diff --git a/README-zh.md b/README-zh.md
index ef2b8e7c..d792b54f 100644
--- a/README-zh.md
+++ b/README-zh.md
@@ -391,6 +391,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
- [HuggingAGI/mcp-baostock-server](https://github.com/HuggingAGI/mcp-baostock-server) 🐍 ☁️ - 基于 baostock 的 MCP 服务器,提供对中国股票市场数据的访问和分析功能。
- [Wuye-AI/mcp-server-wuye-ai](https://github.com/wuye-ai/mcp-server-wuye-ai) 🎖️ 📇 ☁️ - 接入 CRIC物业AI 平台的 MCP 服务器。CRIC物业AI 是克而瑞专为物业行业打造的智能 AI 助理。
- [zlinzzzz/finData-mcp-server](https://github.com/zlinzzzz/finData-mcp-server) 🐍 ☁️ - 一个获取专业级金融数据的MCP服务器，支持Tushare等多种数据供应商。
+- [JamesANZ/evm-mcp](https://github.com/JamesANZ/evm-mcp) 📇 ☁️ - 一个MCP服务器，提供对以太坊虚拟机（EVM）JSON-RPC方法的完整访问。可与任何EVM兼容的节点提供商配合使用，包括Infura、Alchemy、QuickNode、本地节点等。
- [JamesANZ/prediction-market-mcp](https://github.com/JamesANZ/prediction-market-mcp) 📇 ☁️ - 一个MCP服务器，提供来自Polymarket、PredictIt和Kalshi等多个平台的实时预测市场数据。使AI助手能够通过统一接口查询当前赔率、价格和市场信息。
- [JamesANZ/bitcoin-mcp](https://github.com/JamesANZ/bitcoin-mcp) 📇 🏠 - 一个MCP服务器，使AI模型能够查询比特币区块链。
diff --git a/README-zh_TW.md b/README-zh_TW.md
index 525ca757..6b8ea286 100644
--- a/README-zh_TW.md
+++ b/README-zh_TW.md
@@ -310,6 +310,7 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和
- [pwh-pwh/coin-mcp-server](https://github.com/pwh-pwh/coin-mcp-server) 🐍 ☁️ - 使用 Bitget 公共 API 去獲取加密貨幣最新價格
- [HuggingAGI/mcp-baostock-server](https://github.com/HuggingAGI/mcp-baostock-server) 🐍 ☁️ - 基於 baostock 的 MCP 伺服器,提供對中國股票市場數據的訪問和分析功能。
- [Wuye-AI/mcp-server-wuye-ai](https://github.com/wuye-ai/mcp-server-wuye-ai) 🎖️ 📇 ☁️ - 接入 CRIC物業AI 平台的 MCP 伺服器。CRIC物業AI 是克而瑞專為物業行業打造的智慧型 AI 助理。
+- [JamesANZ/evm-mcp](https://github.com/JamesANZ/evm-mcp) 📇 ☁️ - 一個 MCP 伺服器，提供對以太坊虛擬機（EVM）JSON-RPC 方法的完整訪問。可與任何 EVM 相容的節點提供商配合使用，包括 Infura、Alchemy、QuickNode、本地節點等。
- [JamesANZ/prediction-market-mcp](https://github.com/JamesANZ/prediction-market-mcp) 📇 ☁️ - 一個 MCP 伺服器，提供來自 Polymarket、PredictIt 和 Kalshi 等多個平台的即時預測市場數據。使 AI 助手能夠通過統一介面查詢當前賠率、價格和市場資訊。
- [JamesANZ/bitcoin-mcp](https://github.com/JamesANZ/bitcoin-mcp) 📇 🏠 - 一個 MCP 伺服器，使 AI 模型能夠查詢比特幣區塊鏈。
diff --git a/README.md b/README.md
index 7198bf9d..cb435b56 100644
--- a/README.md
+++ b/README.md
@@ -753,6 +753,7 @@ Provides direct access to local file systems with configurable permissions. Enab
- [XeroAPI/xero-mcp-server](https://github.com/XeroAPI/xero-mcp-server) 📇 ☁️ – An MCP server that integrates with Xero's API, allowing for standardized access to Xero's accounting and business features.
- [zlinzzzz/finData-mcp-server](https://github.com/zlinzzzz/finData-mcp-server) 🐍 ☁️ - An MCP server for accessing professional financial data, supporting multiple data providers such as Tushare.
- [zolo-ryan/MarketAuxMcpServer](https://github.com/Zolo-Ryan/MarketAuxMcpServer) 📇 ☁️ - MCP server for comprehensive market and financial news search with advanced filtering by symbols, industries, countries, and date ranges.
+- [JamesANZ/evm-mcp](https://github.com/JamesANZ/evm-mcp) 📇 ☁️ - An MCP server that provides complete access to Ethereum Virtual Machine (EVM) JSON-RPC methods. Works with any EVM-compatible node provider including Infura, Alchemy, QuickNode, local nodes, and more.
- [JamesANZ/prediction-market-mcp](https://github.com/JamesANZ/prediction-market-mcp) 📇 ☁️ - An MCP server that provides real-time prediction market data from multiple platforms including Polymarket, PredictIt, and Kalshi. Enables AI assistants to query current odds, prices, and market information through a unified interface.
- [JamesANZ/bitcoin-mcp](https://github.com/JamesANZ/bitcoin-mcp) 📇 🏠 - An MCP server that enables AI models to query the Bitcoin blockchain.
- [hive-intel/hive-crypto-mcp](https://github.com/hive-intel/hive-crypto-mcp) 📇 ☁️ 🏠 - Hive Intelligence: Ultimate cryptocurrency MCP for AI assistants with unified access to crypto, DeFi, and Web3 analytics
From 25edafed470c4a816407b6a0299d7fd0aa0b5992 Mon Sep 17 00:00:00 2001
From: Vladimir Rogozhin
Date: Sat, 18 Oct 2025 23:19:00 +0200
Subject: [PATCH 267/504] Add .NET Types Explorer MCP Server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 7198bf9d..f7111602 100644
--- a/README.md
+++ b/README.md
@@ -495,6 +495,7 @@ Tools and integrations that enhance the development workflow and environment man
- [delano/postman-mcp-server](https://github.com/delano/postman-mcp-server) 📇 ☁️ - Interact with [Postman API](https://www.postman.com/postman/postman-public-workspace/)
- [deploy-mcp/deploy-mcp](https://github.com/alexpota/deploy-mcp) 📇 ☁️ 🏠 - Universal deployment tracker for AI assistants with live status badges and deployment monitoring
- [docker/hub-mcp](https://github.com/docker/hub-mcp) 🎖️ 📇 ☁️ 🏠 - Official MCP server to interact with Docker Hub, providing access to repositories, hub search and Docker Hardened Images
+- [V0v1kkk/DotNetMetadataMcpServer](https://github.com/V0v1kkk/DotNetMetadataMcpServer) #️⃣ 🏠 🍎 🪟 🐧 - Provides AI agents with detailed type information from .NET projects including assembly exploration, namespace discovery, type reflection, and NuGet integration
- [endorhq/cli](https://github.com/endorhq/cli) 📇 ☁️ 🏠 🪟 🐧 🍎 - Endor lets your AI agents run services like MariaDB, Postgres, Redis, Memcached, Alpine, or Valkey in isolated sandboxes. Get pre-configured applications that boot in less than 5 seconds.
- [etsd-tech/mcp-pointer](https://github.com/etsd-tech/mcp-pointer) 📇 🏠 🍎 🪟 🐧 - Visual DOM element selector for agentic coding tools. Chrome extension + MCP server bridge for Claude Code, Cursor, Windsurf etc. Option+Click to capture elements.
- [flipt-io/mcp-server-flipt](https://github.com/flipt-io/mcp-server-flipt) 📇 🏠 - Enable AI assistants to interact with your feature flags in [Flipt](https://flipt.io).
From 6d17a347f78e43b7754f0128b24aa7b200ab5b9f Mon Sep 17 00:00:00 2001
From: graslt
Date: Sun, 19 Oct 2025 16:15:19 +0200
Subject: [PATCH 268/504] add freema/firefox-devtools-mcp for Firefox browser
automation support
---
README-ko.md | 1 +
README-pt_BR.md | 1 +
README-th.md | 1 +
README-zh.md | 3 ++-
README-zh_TW.md | 3 ++-
README.md | 1 +
6 files changed, 8 insertions(+), 2 deletions(-)
diff --git a/README-ko.md b/README-ko.md
index c60fe067..9879e7a5 100644
--- a/README-ko.md
+++ b/README-ko.md
@@ -121,6 +121,7 @@
- [@co-browser/browser-use-mcp-server](https://github.com/co-browser/browser-use-mcp-server) 🌐🔮 - SSE 전송을 지원하는 MCP 서버로 패키징된 browser-use. Docker에서 Chromium을 실행하기 위한 Dockerfile + VNC 서버 포함.
- [@34892002/bilibili-mcp-js](https://github.com/34892002/bilibili-mcp-js) 📇 🏠 - Bilibili 콘텐츠 검색을 지원하는 MCP 서버. LangChain 통합 예제 및 테스트 스크립트 제공.
- [@getrupt/ashra-mcp](https://github.com/getrupt/ashra-mcp) 📇 🏠 - 모든 웹사이트에서 구조화된 데이터 추출. 프롬프트만 입력하면 JSON 획득.
+- [freema/firefox-devtools-mcp](https://github.com/freema/firefox-devtools-mcp) 📇 🏠 - WebDriver BiDi를 통한 Firefox 브라우저 자동화. 테스트, 스크래핑 및 브라우저 제어 지원. 스냅샷/UID 기반 상호작용, 네트워크 모니터링, 콘솔 캡처 및 스크린샷 지원
### 🎨 예술 및 문화
diff --git a/README-pt_BR.md b/README-pt_BR.md
index 0776042c..70b0a327 100644
--- a/README-pt_BR.md
+++ b/README-pt_BR.md
@@ -153,6 +153,7 @@ Acesso e recursos de automação de conteúdo web. Permite pesquisar, extrair e
- [co-browser/browser-use-mcp-server](https://github.com/co-browser/browser-use-mcp-server) 🐍 - browser-use empacotado como um servidor MCP com transporte SSE. Inclui um dockerfile para executar o chromium em docker + um servidor vnc.
- [executeautomation/playwright-mcp-server](https://github.com/executeautomation/mcp-playwright) 📇 - Um servidor MCP usando Playwright para automação de navegador e raspagem web
- [eyalzh/browser-control-mcp](https://github.com/eyalzh/browser-control-mcp) 📇 🏠 - Um servidor MCP pareado com uma extensão de navegador que permite clientes LLM controlar o navegador do usuário (Firefox).
+- [freema/firefox-devtools-mcp](https://github.com/freema/firefox-devtools-mcp) 📇 🏠 - Automação do navegador Firefox via WebDriver BiDi para testes, raspagem e controle do navegador. Suporta interações baseadas em snapshot/UID, monitoramento de rede, captura de console e screenshots.
- [fradser/mcp-server-apple-reminders](https://github.com/FradSer/mcp-server-apple-reminders) 📇 🏠 🍎 - Um servidor MCP para interagir com Lembretes da Apple no macOS
- [getrupt/ashra-mcp](https://github.com/getrupt/ashra-mcp) 📇 🏠 - Extraia dados estruturados de qualquer site. Basta solicitar e obter JSON.
- [kimtaeyoon83/mcp-server-youtube-transcript](https://github.com/kimtaeyoon83/mcp-server-youtube-transcript) 📇 ☁️ - Busque legendas e transcrições do YouTube para análise de IA
diff --git a/README-th.md b/README-th.md
index a6a831af..761f586d 100644
--- a/README-th.md
+++ b/README-th.md
@@ -137,6 +137,7 @@
- [automatalabs/mcp-server-playwright](https://github.com/Automata-Labs-team/MCP-Server-Playwright) 🐍 - เซิร์ฟเวอร์ MCP สำหรับการทำงานอัตโนมัติของเบราว์เซอร์โดยใช้ Playwright
- [blackwhite084/playwright-plus-python-mcp](https://github.com/blackwhite084/playwright-plus-python-mcp) 🐍 - เซิร์ฟเวอร์ MCP Python ที่ใช้ Playwright สำหรับการทำงานอัตโนมัติของเบราว์เซอร์ เหมาะสำหรับ llm มากขึ้น
- [browserbase/mcp-server-browserbase](https://github.com/browserbase/mcp-server-browserbase) 🎖️ 📇 - ทำงานอัตโนมัติกับเบราว์เซอร์บนคลาวด์ (เช่น การนำทางเว็บ การดึงข้อมูล การกรอกแบบฟอร์ม และอื่นๆ)
+- [freema/firefox-devtools-mcp](https://github.com/freema/firefox-devtools-mcp) 📇 🏠 - การทำงานอัตโนมัติของเบราว์เซอร์ Firefox ผ่าน WebDriver BiDi สำหรับการทดสอบ การดึงข้อมูล และการควบคุมเบราว์เซอร์ รองรับการโต้ตอบแบบ snapshot/UID การตรวจสอบเครือข่าย การจับภาพคอนโซล และการจับภาพหน้าจอ
และอื่นๆ อีกมากมาย...
diff --git a/README-zh.md b/README-zh.md
index ef2b8e7c..7ef66c00 100644
--- a/README-zh.md
+++ b/README-zh.md
@@ -121,7 +121,8 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
- [@kimtaeyoon83/mcp-server-youtube-transcript](https://github.com/kimtaeyoon83/mcp-server-youtube-transcript) 📇 ☁️ - 获取 YouTube 字幕和文字记录以供 AI 分析
- [@recursechat/mcp-server-apple-shortcuts](https://github.com/recursechat/mcp-server-apple-shortcuts) 📇 🏠 🍎 - MCP 服务器与 Apple Shortcuts 的集成
- [@fradser/mcp-server-apple-reminders](https://github.com/FradSer/mcp-server-apple-reminders) 📇 🏠 🍎 - macOS 上与 Apple Reminders 集成的 MCP 服务器
-- [kimtth/mcp-aoai-web-browsing](https://github.com/kimtth/mcp-aoai-web-browsing) 🐍 🏠 - 使用 Azure OpenAI 和 Playwright 的“最小”服务器/客户端 MCP 实现。
+- [freema/firefox-devtools-mcp](https://github.com/freema/firefox-devtools-mcp) 📇 🏠 - 通过 WebDriver BiDi 进行 Firefox 浏览器自动化，用于测试、网页抓取和浏览器控制。支持 snapshot/UID 为基础的交互、网络监控、控制台捕获和屏幕截图
+- [kimtth/mcp-aoai-web-browsing](https://github.com/kimtth/mcp-aoai-web-browsing) 🐍 🏠 - 使用 Azure OpenAI 和 Playwright 的"最小"服务器/客户端 MCP 实现。
- [@pskill9/web-search](https://github.com/pskill9/web-search) 📇 🏠 - 一个支持使用 Google 搜索结果进行免费网页搜索的 MCP 服务器，无需 API 密钥
- [@co-browser/browser-use-mcp-server](https://github.com/co-browser/browser-use-mcp-server) 🌐🔮 - browser-use是一个封装了SSE传输协议的MCP服务器。包含一个dockerfile用于在docker中运行chromium浏览器+VNC服务器。
- [@34892002/bilibili-mcp-js](https://github.com/34892002/bilibili-mcp-js) 📇 🏠 - 一个支持搜索 B站 内容的 MCP 服务器。提供LangChain调用示例、测试脚本。
diff --git a/README-zh_TW.md b/README-zh_TW.md
index 525ca757..083d5226 100644
--- a/README-zh_TW.md
+++ b/README-zh_TW.md
@@ -110,7 +110,8 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和
- [@kimtaeyoon83/mcp-server-youtube-transcript](https://github.com/kimtaeyoon83/mcp-server-youtube-transcript) 📇 ☁️ - 獲取 YouTube 字幕和文字記錄以供 AI 分析
- [@recursechat/mcp-server-apple-shortcuts](https://github.com/recursechat/mcp-server-apple-shortcuts) 📇 🏠 🍎 - MCP 伺服器與 Apple Shortcuts 的整合
- [@fradser/mcp-server-apple-reminders](https://github.com/FradSer/mcp-server-apple-reminders) 📇 🏠 🍎 - macOS 上與 Apple Reminders 整合的 MCP 伺服器
-- [kimtth/mcp-aoai-web-browsing](https://github.com/kimtth/mcp-aoai-web-browsing) 🐍 🏠 - 使用 Azure OpenAI 和 Playwright 的“最小”伺服器/用戶端 MCP 實現。
+- [freema/firefox-devtools-mcp](https://github.com/freema/firefox-devtools-mcp) 📇 🏠 - 透過 WebDriver BiDi 進行 Firefox 瀏覽器自動化，用於測試、網頁抓取和瀏覽器控制。支援 snapshot/UID 為基礎的互動、網路監控、控制台擷取和螢幕截圖
+- [kimtth/mcp-aoai-web-browsing](https://github.com/kimtth/mcp-aoai-web-browsing) 🐍 🏠 - 使用 Azure OpenAI 和 Playwright 的"最小"伺服器/用戶端 MCP 實現。
- [@pskill9/web-search](https://github.com/pskill9/web-search) 📇 🏠 - 一個支援使用 Google 搜尋結果進行免費網頁搜尋的 MCP 伺服器，無需 API 金鑰
- [@34892002/bilibili-mcp-js](https://github.com/34892002/bilibili-mcp-js) 📇 🏠 - 一個支援搜尋 B站 內容的 MCP 伺服器。提供LangChain呼叫範例、測試腳本。
diff --git a/README.md b/README.md
index 7198bf9d..68f95168 100644
--- a/README.md
+++ b/README.md
@@ -190,6 +190,7 @@ Web content access and automation capabilities. Enables searching, scraping, and
- [eat-pray-ai/yutu](https://github.com/eat-pray-ai/yutu) 🏎️ 🏠 🍎 🐧 🪟 - A fully functional MCP server and CLI for YouTube to automate YouTube operation
- [executeautomation/playwright-mcp-server](https://github.com/executeautomation/mcp-playwright) 📇 - An MCP server using Playwright for browser automation and webscrapping
- [eyalzh/browser-control-mcp](https://github.com/eyalzh/browser-control-mcp) 📇 🏠 - An MCP server paired with a browser extension that enables LLM clients to control the user's browser (Firefox).
+- [freema/firefox-devtools-mcp](https://github.com/freema/firefox-devtools-mcp) 📇 🏠 - Firefox browser automation via WebDriver BiDi for testing, scraping, and browser control. Supports snapshot/UID-based interactions, network monitoring, console capture, and screenshots.
- [fradser/mcp-server-apple-reminders](https://github.com/FradSer/mcp-server-apple-reminders) 📇 🏠 🍎 - An MCP server for interacting with Apple Reminders on macOS
- [getrupt/ashra-mcp](https://github.com/getrupt/ashra-mcp) 📇 🏠 - Extract structured data from any website. Just prompt and get JSON.
- [kimtaeyoon83/mcp-server-youtube-transcript](https://github.com/kimtaeyoon83/mcp-server-youtube-transcript) 📇 ☁️ - Fetch YouTube subtitles and transcripts for AI analysis
From 7ed1717bcf890deab0119b30a15bfa1407edf1b8 Mon Sep 17 00:00:00 2001
From: Franklin Moormann
Date: Sun, 19 Oct 2025 20:34:16 -0400
Subject: [PATCH 269/504] Add token-optimizer-mcp to Developer Tools
Adds token-optimizer-mcp: Intelligent token optimization achieving 95%+ reduction through caching, compression, and 80+ smart tools for API optimization, code analysis, and real-time monitoring.
- TypeScript-based MCP server
- Supports all platforms (macOS, Windows, Linux)
- Provides both local and cloud capabilities
- 80+ tools across 10 categories
- npm package: token-optimizer-mcp
- Repository: https://github.com/ooples/token-optimizer-mcp
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 7198bf9d..294c7230 100644
--- a/README.md
+++ b/README.md
@@ -548,6 +548,7 @@ Tools and integrations that enhance the development workflow and environment man
- [OpenZeppelin/contracts-wizard](https://github.com/OpenZeppelin/contracts-wizard/tree/master/packages/mcp) - A Model Context Protocol (MCP) server that allows AI agents to generate secure smart contracts in multiples languages based on [OpenZeppelin Wizard templates](https://wizard.openzeppelin.com/).
- [bgauryy/octocode-mcp](https://github.com/bgauryy/octocode-mcp) ☁️ 📇 🍎 🪟 🐧 - AI-powered developer assistant that enables advanced research, analysis and discovery across GitHub and NPM realms in realtime.
- [opslevel/opslevel-mcp](https://github.com/opslevel/opslevel-mcp) 🎖️ 🏎️ ☁️ 🪟 🍎 🐧 - Official MCP Server for [OpsLevel](https://www.opslevel.com)
+- [ooples/token-optimizer-mcp](https://github.com/ooples/token-optimizer-mcp) 📇 🏠 ☁️ 🍎 🪟 🐧 - Intelligent token optimization achieving 95%+ reduction through caching, compression, and 80+ smart tools for API optimization, code analysis, and real-time monitoring.
- [picahq/mcp](https://github.com/picahq/mcp) 🎖️ 🦀 📇 ☁️ - One MCP for all your integrations — powered by [Pica](https://www.picaos.com), the infrastructure for intelligent, collaborative agents.
- [posthog/mcp](https://github.com/posthog/mcp) 🎖️ 📇 ☁️ - An MCP server for interacting with PostHog analytics, feature flags, error tracking and more.
- [Pratyay/mac-monitor-mcp](https://github.com/Pratyay/mac-monitor-mcp) 🐍 🏠 🍎 - Identifies resource-intensive processes on macOS and provides performance improvement suggestions.
From a5b9db5e6126b205e07ed8c16224e514618724bf Mon Sep 17 00:00:00 2001
From: "Haoxuan \"Orion\" Li"
Date: Tue, 21 Oct 2025 14:35:05 -0700
Subject: [PATCH 270/504] Add K-Dense-AI/claude-skills-mcp to README
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
Add: Claude Skills MCP Server
Repo: https://github.com/K-Dense-AI/claude-skills-mcp
License: Apache-2.0
One-liner:
Exposes Anthropic Claude Skills as an MCP server, making skills portable and interoperable across editors, agents, and tools that speak the Model Context Protocol.
Who it’s for:
Bridges Claude Skills to the open MCP ecosystem (works with MCP-capable clients like Cursor, VS Code extensions, and custom agents).
Ships with mappings for Anthropic’s official skills and a companion pack of 70+ scientific skills (literature reasoning, data interpretation, hypothesis exploration).
Clean, open-source implementation under Apache-2.0 for commercial and community use.
Designed for dynamic prompting + tooling workflows (skills become reusable, composable capabilities rather than single-app plugins).
Highlights:
Portable skills: define once, reuse across MCP clients.
Plays well with multi-model setups (Claude primary; usable alongside GPT/Gemini via MCP clients).
Developer-friendly: straightforward configuration, clear README, and example flows.
Actively maintained by K-Dense AI engineers.
Docs & Quick Start:
Please see the project README for setup, configuration, and client integration instructions:
https://github.com/K-Dense-AI/claude-skills-mcp
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 7c754420..a91e72ee 100644
--- a/README.md
+++ b/README.md
@@ -120,6 +120,7 @@ Servers for accessing many apps and tools through a single MCP server.
- [glenngillen/mcpmcp-server](https://github.com/glenngillen/mcpmcp-server) ☁️ 📇 🍎 🪟 🐧 - A list of MCP servers so you can ask your client which servers you can use to improve your daily workflow.
- [hamflx/imagen3-mcp](https://github.com/hamflx/imagen3-mcp) 📇 🏠 🪟 🍎 🐧 - A powerful image generation tool using Google's Imagen 3.0 API through MCP. Generate high-quality images from text prompts with advanced photography, artistic, and photorealistic controls.
- [julien040/anyquery](https://github.com/julien040/anyquery) 🏎️ 🏠 ☁️ - Query more than 40 apps with one binary using SQL. It can also connect to your PostgreSQL, MySQL, or SQLite compatible database. Local-first and private by design.
+- [K-Dense-AI/claude-skills-mcp](https://github.com/K-Dense-AI/claude-skills-mcp) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Intelligent search capabilities to let every model and client use [Claude Agent Skills](https://www.anthropic.com/news/skills) like native.
- [metatool-ai/metatool-app](https://github.com/metatool-ai/metatool-app) 📇 ☁️ 🏠 🍎 🪟 🐧 - MetaMCP is the one unified middleware MCP server that manages your MCP connections with GUI.
- [mindsdb/mindsdb](https://github.com/mindsdb/mindsdb) - Connect and unify data across various platforms and databases with [MindsDB as a single MCP server](https://docs.mindsdb.com/mcp/overview).
- [particlefuture/MCPDiscovery](https://github.com/particlefuture/MCPDiscovery) - MCP of MCPs. A central hub for MCP servers. Helps you discover available MCP servers and learn how to install and use them.
From 5e713d9ec9021e7bb22605f26ff595b8b3cc4e01 Mon Sep 17 00:00:00 2001
From: Priyansh Khodiyar
Date: Wed, 22 Oct 2025 03:23:38 +0530
Subject: [PATCH 271/504] Add customgpt-mcp to README
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 7c754420..632371ca 100644
--- a/README.md
+++ b/README.md
@@ -884,6 +884,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
### 🔎 end to end RAG platforms
- [vectara/vectara-mcp](https://github.com/vectara/vectara-mcp) 🐍 🏠 ☁️ - An MCP server for accessing Vectara's trusted RAG-as-a-service platform.
+- [poll-the-people/customgpt-mcp](https://github.com/Poll-The-People/customgpt-mcp) 🐍 🏠 ☁️ - An MCP server for accessing all of CustomGPT.ai's anti-hallucination RAG-as-a-service API endpoints.
### 🔎 Search & Data Extraction
From 1efb7aad9f2a015b0efdd2de85f74b3e4dfa2687 Mon Sep 17 00:00:00 2001
From: Gary Harrison
Date: Wed, 22 Oct 2025 09:28:12 +0100
Subject: [PATCH 272/504] Add AI Counsel MCP server
---
README.md | 3 ++-
1 file changed, 2 insertions(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 7c754420..6fb66005 100644
--- a/README.md
+++ b/README.md
@@ -481,7 +481,7 @@ Tools and integrations that enhance the development workflow and environment man
- [automation-ai-labs/mcp-link](https://github.com/automation-ai-labs/mcp-link) 🏎️ 🏠 - Seamlessly Integrate Any API with AI Agents (with OpenAPI Schema)
- [axliupore/mcp-code-runner](https://github.com/axliupore/mcp-code-runner) 📇 🏠 - An MCP server for running code locally via Docker and supporting multiple programming languages.
- [azer/react-analyzer-mcp](https://github.com/azer/react-analyzer-mcp) 📇 🏠 - Analyze React code locally, generate docs / llm.txt for whole project at once
-- [buildkite/buildkite-mcp-server](https://github.com/buildkite/buildkite-mcp-server) 🎖️ 🏎️ 🏠 ☁️ 🍎 🪟 🐧 - Official MCP server for Buildkite. Create new pipelines, diagnose and fix failures, trigger builds, monitor job queues, and more.
+- [buildkite/buildkite-mcp-server](https://github.com/buildkite/buildkite-mcp-server) 🎖️ 🏎️ 🏠 ☁️ 🍎 🪟 🐧 - Official MCP server for Buildkite. Create new pipelines, diagnose and fix failures, trigger builds, monitor job queues, and more.
- [Chunkydotdev/bldbl-mcp](https://github.com/chunkydotdev/bldbl-mcp) 📇 ☁️ 🍎 🪟 🐧 - Official MCP server for Buildable AI-powered development platform [bldbl.dev](https://bldbl.dev). Enables AI assistants to manage tasks, track progress, get project context, and collaborate with humans on software projects.
- [CircleCI/mcp-server-circleci](https://github.com/CircleCI-Public/mcp-server-circleci) 📇 ☁️ Enable AI Agents to fix build failures from CircleCI.
- [cjo4m06/mcp-shrimp-task-manager](https://github.com/cjo4m06/mcp-shrimp-task-manager) 📇 ☁️ 🏠 – A programming-focused task management system that boosts coding agents like Cursor AI with advanced task memory, self-reflection, and dependency management. [ShrimpTaskManager](https://cjo4m06.github.io/mcp-shrimp-task-manager)
@@ -808,6 +808,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to
- [upstash/context7](https://github.com/upstash/context7) 📇 ☁️ - Up-to-date code documentation for LLMs and AI code editors.
- [JamesANZ/memory-mcp](https://github.com/JamesANZ/memory-mcp) 📇 🏠 - An MCP server that stores and retrieves memories from multiple LLMs using MongoDB. Provides tools for saving, retrieving, adding, and clearing conversation memories with timestamps and LLM identification.
- [JamesANZ/cross-llm-mcp](https://github.com/JamesANZ/cross-llm-mcp) 📇 🏠 - An MCP server that enables cross-LLM communication and memory sharing, allowing different AI models to collaborate and share context across conversations.
+- [AI Counsel](https://github.com/harrison/ai-counsel) - 🐍 🏠 🍎 🪟 🐧 - Deliberative consensus engine enabling multi-round debate between AI models with structured voting, convergence detection, and persistent decision graph memory.
### 🗺️ Location Services
From 351d275ffb99ae8fc158a97a6d4ab0aedc7b801a Mon Sep 17 00:00:00 2001
From: matt ferrante
Date: Wed, 22 Oct 2025 16:22:18 -0600
Subject: [PATCH 273/504] added alkemi-mcp
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 7c754420..b329942a 100644
--- a/README.md
+++ b/README.md
@@ -458,6 +458,7 @@ Data Platforms for data integration, transformation and pipeline orchestration.
- [keboola/keboola-mcp-server](https://github.com/keboola/keboola-mcp-server) 🐍 - interact with Keboola Connection Data Platform. This server provides tools for listing and accessing data from Keboola Storage API.
- [mattijsdp/dbt-docs-mcp](https://github.com/mattijsdp/dbt-docs-mcp) 🐍 🏠 - MCP server for dbt-core (OSS) users as the official dbt MCP only supports dbt Cloud. Supports project metadata, model and column-level lineage and dbt documentation.
- [yashshingvi/databricks-genie-MCP](https://github.com/yashshingvi/databricks-genie-MCP) 🐍 ☁️ - A server that connects to the Databricks Genie API, allowing LLMs to ask natural language questions, run SQL queries, and interact with Databricks conversational agents.
+- [alkemiai/alkemi-mcp](https://github.com/alkemi-ai/alkemi-mcp) 📇 ☁️ - MCP Server for natural language querying of Snowflake, Google BigQuery, and DataBricks Data Products through Alkemi.ai.
### 💻 Developer Tools
From f4d90c98c42f9152bee69e3d912c6bc3a02a6a9b Mon Sep 17 00:00:00 2001
From: Nihal Kumar <121309701+nihalxkumar@users.noreply.github.com>
Date: Sat, 25 Oct 2025 01:42:43 +0530
Subject: [PATCH 274/504] Add Arch Linux MCP Server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 7c754420..559534b2 100644
--- a/README.md
+++ b/README.md
@@ -300,6 +300,7 @@ Run commands, capture output and otherwise interact with shells and command line
- [tufantunc/ssh-mcp](https://github.com/tufantunc/ssh-mcp) 📇 🏠 🐧 🪟 - MCP server exposing SSH control for Linux and Windows servers via Model Context Protocol. Securely execute remote shell commands with password or SSH key authentication.
- [tumf/mcp-shell-server](https://github.com/tumf/mcp-shell-server) - A secure shell command execution server implementing the Model Context Protocol (MCP)
- [wonderwhy-er/DesktopCommanderMCP](https://github.com/wonderwhy-er/DesktopCommanderMCP) 📇 🏠 🍎 🪟 🐧 - A swiss-army-knife that can manage/execute programs and read/write/search/edit code and text files.
+- [nihalxkumar/arch-mcp](https://github.com/nihalxkumar/arch-mcp) 🐍 🏠 🐧 - Arch Linux MCP Server to the Arch Linux ecosystem of the Arch Wiki, AUR, and official repositories for AI-assisted Arch Linux usage on Arch and non-Arch systems. Features include searching Arch Wiki and AUR, getting package info, checking for updates, installing packages securely, and analyzing PKGBUILDs.
### 💬 Communication
From 8d58d599b59610e38b2db213cbefda44fa765b1c Mon Sep 17 00:00:00 2001
From: Taylor Leese
Date: Sat, 25 Oct 2025 01:04:30 -0700
Subject: [PATCH 275/504] Add MCP Toolz to Knowledge & Memory section
MCP Toolz provides context management, todo persistence, and multi-AI perspectives for Claude Code. Users can save and restore contexts, code snippets, and todo lists across sessions, and get feedback from ChatGPT, Claude, Gemini, and DeepSeek.
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 7c754420..cf2dd3ff 100644
--- a/README.md
+++ b/README.md
@@ -798,6 +798,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to
- [kaliaboi/mcp-zotero](https://github.com/kaliaboi/mcp-zotero) 📇 ☁️ - A connector for LLMs to work with collections and sources on your Zotero Cloud
- [mem0ai/mem0-mcp](https://github.com/mem0ai/mem0-mcp) 🐍 🏠 - A Model Context Protocol server for Mem0 that helps manage coding preferences and patterns, providing tools for storing, retrieving and semantically handling code implementations, best practices and technical documentation in IDEs like Cursor and Windsurf
- [modelcontextprotocol/server-memory](https://github.com/modelcontextprotocol/servers/tree/main/src/memory) 📇 🏠 - Knowledge graph-based persistent memory system for maintaining context
+- [taylorleese/mcp-toolz](https://github.com/taylorleese/mcp-toolz) 🐍 🏠 - Context management, todo persistence, and multi-AI perspectives for Claude Code. Save and restore contexts, code snippets, and todo lists across sessions. Get feedback from ChatGPT, Claude, Gemini, and DeepSeek.
- [MWGMorningwood/Central-Memory-MCP](https://github.com/MWGMorningwood/Central-Memory-MCP) 📇 ☁️ - An Azure PaaS-hostable MCP server that provides a workspace-grounded knowledge graph for multiple developers using Azure Functions MCP triggers and Table storage.
- [pi22by7/In-Memoria](https://github.com/pi22by7/In-Memoria) 📇 🦀 🏠 🍎 🐧 🪟 - Persistent intelligence infrastructure for agentic development that gives AI coding assistants cumulative memory and pattern learning. Hybrid TypeScript/Rust implementation with local-first storage using SQLite + SurrealDB for semantic analysis and incremental codebase understanding.
- [pinecone-io/assistant-mcp](https://github.com/pinecone-io/assistant-mcp) 🎖️ 🦀 ☁️ - Connects to your Pinecone Assistant and gives the agent context from its knowledge engine.
From 2810d06af93f6623c820c377afca051e25879381 Mon Sep 17 00:00:00 2001
From: Rohit Mistry
Date: Sat, 25 Oct 2025 23:46:56 -0400
Subject: [PATCH 276/504] Add tilt-mcp server to Cloud Platforms section
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
Added rrmistry/tilt-mcp to the awesome-mcp-servers list under the Cloud Platforms category.
Tilt MCP is a Model Context Protocol server that integrates with Tilt to provide programmatic access to Tilt resources, logs, and management operations for Kubernetes development environments.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 7c754420..333be9ef 100644
--- a/README.md
+++ b/README.md
@@ -241,6 +241,7 @@ Cloud platform service integration. Enables management and interaction with clou
- [redis/mcp-redis-cloud](https://github.com/redis/mcp-redis-cloud) 📇 ☁️ - Manage your Redis Cloud resources effortlessly using natural language. Create databases, monitor subscriptions, and configure cloud deployments with simple commands.
- [reza-gholizade/k8s-mcp-server](https://github.com/reza-gholizade/k8s-mcp-server) 🏎️ ☁️/🏠 - A Kubernetes Model Context Protocol (MCP) server that provides tools for interacting with Kubernetes clusters through a standardized interface, including API resource discovery, resource management, pod logs, metrics, and events.
- [rohitg00/kubectl-mcp-server](https://github.com/rohitg00/kubectl-mcp-server) 🐍 ☁️/🏠 - A Model Context Protocol (MCP) server for Kubernetes that enables AI assistants like Claude, Cursor, and others to interact with Kubernetes clusters through natural language.
+- [rrmistry/tilt-mcp](https://github.com/rrmistry/tilt-mcp) 🐍 🏠 🍎 🪟 🐧 - A Model Context Protocol server that integrates with Tilt to provide programmatic access to Tilt resources, logs, and management operations for Kubernetes development environments.
- [silenceper/mcp-k8s](https://github.com/silenceper/mcp-k8s) 🏎️ ☁️/🏠 - MCP-K8S is an AI-driven Kubernetes resource management tool that allows users to operate any resources in Kubernetes clusters through natural language interaction, including native resources (like Deployment, Service) and custom resources (CRD). No need to memorize complex commands - just describe your needs, and AI will accurately execute the corresponding cluster operations, greatly enhancing the usability of Kubernetes.
- [StacklokLabs/mkp](https://github.com/StacklokLabs/mkp) 🏎️ ☁️ - MKP is a Model Context Protocol (MCP) server for Kubernetes that allows LLM-powered applications to interact with Kubernetes clusters. It provides tools for listing and applying Kubernetes resources through the MCP protocol.
- [StacklokLabs/ocireg-mcp](https://github.com/StacklokLabs/ocireg-mcp) 🏎️ ☁️ - An SSE-based MCP server that allows LLM-powered applications to interact with OCI registries. It provides tools for retrieving information about container images, listing tags, and more.
From 79162b14e16cc36f9a79ae01e531c13912b58d12 Mon Sep 17 00:00:00 2001
From: Rohit Mistry
Date: Sat, 25 Oct 2025 23:57:48 -0400
Subject: [PATCH 277/504] Add tilt-mcp to all language versions
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
Added tilt-mcp server entry to all language-specific README files:
- README-ja.md (Japanese)
- README-ko.md (Korean)
- README-pt_BR.md (Brazilian Portuguese)
- README-th.md (Thai)
- README-zh.md (Chinese Simplified)
- README-zh_TW.md (Chinese Traditional)
Each entry includes appropriate translations and maintains alphabetical ordering within the Cloud Platforms section.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude
---
README-ja.md | 1 +
README-ko.md | 1 +
README-pt_BR.md | 1 +
README-th.md | 1 +
README-zh.md | 1 +
README-zh_TW.md | 1 +
6 files changed, 6 insertions(+)
diff --git a/README-ja.md b/README-ja.md
index b71b064f..b6337cc3 100644
--- a/README-ja.md
+++ b/README-ja.md
@@ -177,6 +177,7 @@
- [nwiizo/tfmcp](https://github.com/nwiizo/tfmcp) 🦀 🏠 - AIアシスタントがTerraform環境を管理および操作できるようにするTerraform MCPサーバー。設定の読み取り、プランの分析、設定の適用、Terraformステートの管理を可能にします。
- [pulumi/mcp-server](https://github.com/pulumi/mcp-server) 🎖️ 📇 🏠 - Pulumi Automation APIとPulumi Cloud APIを使用してPulumiと対話するためのMCPサーバー。MCPクライアントがパッケージ情報の取得、変更のプレビュー、更新のデプロイ、スタック出力の取得などのPulumi操作をプログラムで実行できるようにします。
- [rohitg00/kubectl-mcp-server](https://github.com/rohitg00/kubectl-mcp-server) 🐍 ☁️🏠 - Claude、Cursor、その他のAIアシスタントが自然言語を通じてKubernetesクラスターと対話できるようにするKubernetes用Model Context Protocol（MCP）サーバー。
+- [rrmistry/tilt-mcp](https://github.com/rrmistry/tilt-mcp) 🐍 🏠 🍎 🪟 🐧 - Tiltと統合し、Kubernetes開発環境のためのTiltリソース、ログ、管理操作へのプログラマティックアクセスを提供するModel Context Protocolサーバー。
- [strowk/mcp-k8s-go](https://github.com/strowk/mcp-k8s-go) 🏎️ ☁️🏠 - MCPを通じたKubernetesクラスター操作
- [thunderboltsid/mcp-nutanix](https://github.com/thunderboltsid/mcp-nutanix) 🏎️ 🏠☁️ - Nutanix Prism CentralリソースとインターフェースするためのGoベースのMCPサーバー。
- [trilogy-group/aws-pricing-mcp](https://github.com/trilogy-group/aws-pricing-mcp) 🏎️ ☁️🏠 - 一回の呼び出しで最新のEC2価格情報を取得。高速。事前解析済みのAWS価格カタログを使用。
diff --git a/README-ko.md b/README-ko.md
index 976583d0..8572937b 100644
--- a/README-ko.md
+++ b/README-ko.md
@@ -158,6 +158,7 @@
- [wenhuwang/mcp-k8s-eye](https://github.com/wenhuwang/mcp-k8s-eye) 🏎️ ☁️/🏠 쿠버네티스 관리 및 클러스터, 애플리케이션 상태 분석을 위한 MCP 서버
- [johnneerdael/netskope-mcp](https://github.com/johnneerdael/netskope-mcp) 🔒 ☁️ - Netskope Private Access 환경 내의 모든 Netskope Private Access 구성 요소에 대한 접근을 제공하는 MCP. 자세한 설정 정보와 사용법에 대한 LLM 예제 포함.
- [nwiizo/tfmcp](https://github.com/nwiizo/tfmcp) - 🦀 🏠 - AI 어시스턴트가 Terraform 환경을 관리하고 운영할 수 있게 하는 Terraform MCP 서버. 구성 읽기, 계획 분석, 구성 적용 및 Terraform 상태 관리를 가능하게 합니다.
+- [rrmistry/tilt-mcp](https://github.com/rrmistry/tilt-mcp) 🐍 🏠 🍎 🪟 🐧 - Tilt와 통합되어 Kubernetes 개발 환경을 위한 Tilt 리소스, 로그 및 관리 작업에 대한 프로그래밍 방식 액세스를 제공하는 Model Context Protocol 서버.
- [silenceper/mcp-k8s](https://github.com/silenceper/mcp-k8s) 🏎️ ☁️/🏠 MCP-K8S는 AI 기반 Kubernetes 리소스 관리 도구로, 자연어 상호작용을 통해 사용자가 Kubernetes 클러스터의 모든 리소스(네이티브 리소스(예: Deployment, Service) 및 사용자 정의 리소스(CRD) 포함)를 운영할 수 있게 합니다. 복잡한 명령어를 외울 필요 없이 요구사항만 설명하면 AI가 해당 클러스터 작업을 정확하게 실행하여 Kubernetes의 사용성을 크게 향상시킵니다.
### 🖥️ 커맨드 라인
diff --git a/README-pt_BR.md b/README-pt_BR.md
index fbc4e1b8..f3304f28 100644
--- a/README-pt_BR.md
+++ b/README-pt_BR.md
@@ -183,6 +183,7 @@ Integração de serviços de plataforma em nuvem. Permite o gerenciamento e inte
- [jdubois/azure-cli-mcp](https://github.com/jdubois/azure-cli-mcp) - Um wrapper em torno da linha de comando Azure CLI que permite conversar diretamente com o Azure
- [johnneerdael/netskope-mcp](https://github.com/johnneerdael/netskope-mcp) 🔒 ☁️ - Um MCP para dar acesso a todos os componentes do Netskope Private Access dentro de ambientes Netskope Private Access, incluindo informações detalhadas de configuração e exemplos de LLM sobre uso.
- [portainer/portainer-mcp](https://github.com/portainer/portainer-mcp) 🏎️ ☁️/🏠 - Um poderoso servidor MCP que permite que assistentes de IA interajam de forma integrada com instâncias do Portainer, fornecendo acesso em linguagem natural ao gerenciamento de contêineres, operações de implantação e recursos de monitoramento de infraestrutura.
+- [rrmistry/tilt-mcp](https://github.com/rrmistry/tilt-mcp) 🐍 🏠 🍎 🪟 🐧 - Um servidor de Protocolo de Contexto de Modelo que se integra com o Tilt para fornecer acesso programático a recursos, logs e operações de gerenciamento do Tilt para ambientes de desenvolvimento Kubernetes.
- [trilogy-group/aws-pricing-mcp](https://github.com/trilogy-group/aws-pricing-mcp) 🏎️ ☁️/🏠 - Obtenha informações de preços atualizadas do EC2 com uma única chamada. Rápido. Alimentado por um catálogo de preços da AWS pré-analisado.
### 👨💻 Execução de Código
diff --git a/README-th.md b/README-th.md
index 0f60749b..f7e8c48f 100644
--- a/README-th.md
+++ b/README-th.md
@@ -152,6 +152,7 @@
- [alexei-led/k8s-mcp-server](https://github.com/alexei-led/k8s-mcp-server) 🐍 - เซิร์ฟเวอร์ที่มีน้ำหนักเบาแต่แข็งแกร่งที่ช่วยให้ผู้ช่วย AI สามารถเรียกใช้คำสั่ง CLI ของ Kubernetes (`kubectl`, `helm`, `istioctl` และ `argocd`) โดยใช้ท่อ Unix ในสภาพแวดล้อม Docker ที่ปลอดภัยพร้อมการสนับสนุนหลายสถาปัตยกรรม
- [aliyun/alibaba-cloud-ops-mcp-server](https://github.com/aliyun/alibaba-cloud-ops-mcp-server) 🎖️ 🐍 ☁️ - เซิร์ฟเวอร์ MCP ที่ช่วยให้ผู้ช่วย AI สามารถจัดการและดูแลทรัพยากรบน Alibaba Cloud ได้ โดยรองรับ ECS, การตรวจสอบคลาวด์, OOS และผลิตภัณฑ์คลาวด์อื่นๆ ที่มีการใช้งานอย่างแพร่หลาย
- [silenceper/mcp-k8s](https://github.com/silenceper/mcp-k8s) 🏎️ ☁️/🏠 - MCP-K8S เป็นเครื่องมือจัดการทรัพยากร Kubernetes ขับเคลื่อนด้วย AI ที่ช่วยให้ผู้ใช้สามารถดำเนินการกับทรัพยากรใดๆ ในคลัสเตอร์ Kubernetes ผ่านการโต้ตอบด้วยภาษาธรรมชาติ รวมถึงทรัพยากรดั้งเดิม (เช่น Deployment, Service) และทรัพยากรที่กำหนดเอง (CRD) ไม่จำเป็นต้องจำคำสั่งที่ซับซ้อน เพียงอธิบายความต้องการ และ AI จะดำเนินการในคลัสเตอร์ที่เกี่ยวข้องได้อย่างแม่นยำ ช่วยเพิ่มความสะดวกในการใช้งาน Kubernetes อย่างมาก
+- [rrmistry/tilt-mcp](https://github.com/rrmistry/tilt-mcp) 🐍 🏠 🍎 🪟 🐧 - เซิร์ฟเวอร์ Model Context Protocol ที่ผสานการทำงานกับ Tilt เพื่อให้สามารถเข้าถึงทรัพยากร, ล็อก และการดำเนินการจัดการของ Tilt สำหรับสภาพแวดล้อมการพัฒนา Kubernetes ผ่านโปรแกรม
- [trilogy-group/aws-pricing-mcp](https://github.com/trilogy-group/aws-pricing-mcp) 🏎️ ☁️/🏠 - รับข้อมูลราคา EC2 ล่าสุดด้วยการเรียกเพียงครั้งเดียว รวดเร็ว ขับเคลื่อนโดยแคตตาล็อกราคา AWS ที่แยกวิเคราะห์ไว้ล่วงหน้า
### 👨💻 การเรียกใช้โค้ด
diff --git a/README-zh.md b/README-zh.md
index 53bdd9fb..bc27e2b9 100644
--- a/README-zh.md
+++ b/README-zh.md
@@ -168,6 +168,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
- [wenhuwang/mcp-k8s-eye](https://github.com/wenhuwang/mcp-k8s-eye) 🏎️ ☁️/🏠 提供 Kubernetes 集群资源管理, 深度分析集群和应用的健康状态
- [johnneerdael/netskope-mcp](https://github.com/johnneerdael/netskope-mcp) 🔒 ☁️ - 提供对 Netskope Private Access 环境中所有组件的访问权限，包含详细的设置信息和 LLM 使用示例。
- [weibaohui/k8m](https://github.com/weibaohui/k8m) - 🏎️ ☁️/🏠 提供MCP多集群k8s管理操作，提供管理界面、日志，内置近50种工具，覆盖常见运维开发场景，支持常规资源、CRD资源。
+- [rrmistry/tilt-mcp](https://github.com/rrmistry/tilt-mcp) 🐍 🏠 🍎 🪟 🐧 - 一个与 Tilt 集成的 Model Context Protocol 服务器，为 Kubernetes 开发环境提供对 Tilt 资源、日志和管理操作的程序化访问。
- [silenceper/mcp-k8s](https://github.com/silenceper/mcp-k8s) 🏎️ ☁️/🏠 MCP-K8S 是一个 AI 驱动的 Kubernetes 资源管理工具，通过自然语言交互方式，让用户能够轻松操作 Kubernetes 集群中的任意资源，包括原生资源（如 Deployment、Service）和自定义资源（CRD）。无需记忆复杂命令，只需描述需求，AI 就能准确执行对应的集群操作，大大提升了 Kubernetes 的易用性。
- [portainer/portainer-mcp](https://github.com/portainer/mcp-server) 🏎️ ☁️/🏠 - 一个用于管理 Portainer 容器管理平台的 MCP 服务器，支持通过自然语言交互来管理容器、镜像、网络和卷等资源。
diff --git a/README-zh_TW.md b/README-zh_TW.md
index d52389b3..b340e275 100644
--- a/README-zh_TW.md
+++ b/README-zh_TW.md
@@ -148,6 +148,7 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和
- [johnneerdael/netskope-mcp](https://github.com/johnneerdael/netskope-mcp) 🔒 ☁️ - 提供對 Netskope Private Access 環境中所有組件的訪問權限，包含詳細的設置資訊和 LLM 使用範例。
- [weibaohui/k8m](https://github.com/weibaohui/k8m) - 🏎️ ☁️/🏠 提供MCP多集群k8s管理操作，提供管理界面、日誌，內建近50種工具，覆蓋常見運維開發場景，支援常規資源、CRD資源。
- [weibaohui/kom](https://github.com/weibaohui/kom) - 🏎️ ☁️/🏠 提供MCP多集群k8s管理操作，可作為SDK集成到您自己的項目中，內建近50種工具，覆蓋常見運維開發場景，支援常規資源、CRD資源。
+- [rrmistry/tilt-mcp](https://github.com/rrmistry/tilt-mcp) 🐍 🏠 🍎 🪟 🐧 - 一個與 Tilt 整合的 Model Context Protocol 伺服器，為 Kubernetes 開發環境提供對 Tilt 資源、日誌和管理操作的程式化存取。
- [silenceper/mcp-k8s](https://github.com/silenceper/mcp-k8s) 🏎️ ☁️/🏠 MCP-K8S 是一個 AI 驅動的 Kubernetes 資源管理工具，通過自然語言交互方式，讓用戶能夠輕鬆操作 Kubernetes 集群中的任意資源，包括原生資源（如 Deployment、Service）和自定義資源（CRD）。無需記憶複雜命令，只需描述需求，AI 就能準確執行對應的集群操作，大大提升了 Kubernetes 的易用性。
### 🖥️ Command Line
From 26b08e2134edac3dbacdb32984b7702106e00129 Mon Sep 17 00:00:00 2001
From: Eyal Levy
Date: Sun, 26 Oct 2025 08:25:03 +0200
Subject: [PATCH 278/504] Add DevOps-MCP-webui
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 7c754420..5c6de011 100644
--- a/README.md
+++ b/README.md
@@ -251,6 +251,7 @@ Cloud platform service integration. Enables management and interaction with clou
- [weibaohui/k8m](https://github.com/weibaohui/k8m) 🏎️ ☁️/🏠 - Provides MCP multi-cluster Kubernetes management and operations, featuring a management interface, logging, and nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources.
- [weibaohui/kom](https://github.com/weibaohui/kom) 🏎️ ☁️/🏠 - Provides MCP multi-cluster Kubernetes management and operations. It can be integrated as an SDK into your own project and includes nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources.
- [wenhuwang/mcp-k8s-eye](https://github.com/wenhuwang/mcp-k8s-eye) 🏎️ ☁️/🏠 - MCP Server for kubernetes management, and analyze your cluster, application health
+- [elevy99927/devops-mcp-webui](https://github.com/elevy99927/devops-mcp-webui) 🐍 ☁️/🏠 - MCP Server for Kubernetes integrated with Open-WebUI, bridging the gap between DevOps and non-technical teams. Supports `kubectl` and `helm` operations through natural-language commands.
### 👨💻 Code Execution
From dffd3f7dc1699f562bfaed3dc3cbc001250cd1fa Mon Sep 17 00:00:00 2001
From: kukapay
Date: Mon, 27 Oct 2025 20:25:54 +0800
Subject: [PATCH 279/504] Add stargate-bridge-mcp
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 6aae0cd1..d5aac5f7 100644
--- a/README.md
+++ b/README.md
@@ -727,6 +727,7 @@ Provides direct access to local file systems with configurable permissions. Enab
- [kukapay/pumpswap-mcp](https://github.com/kukapay/pumpswap-mcp) 🐍 ☁️ - Enabling AI agents to interact with PumpSwap for real-time token swaps and automated on-chain trading.
- [kukapay/raydium-launchlab-mcp](https://github.com/kukapay/raydium-launchlab-mcp) 🐍 ☁️ - An MCP server that enables AI agents to launch, buy, and sell tokens on the Raydium Launchpad(aka LaunchLab).
- [kukapay/rug-check-mcp](https://github.com/kukapay/rug-check-mcp) 🐍 ☁️ - An MCP server that detects potential risks in Solana meme tokens.
+- [kukapay/stargate-bridge-mcp](https://github.com/kukapay/stargate-bridge-mcp) 📇 ☁️ - An MCP server that enables cross-chain token transfers via the Stargate protocol.
- [kukapay/sui-trader-mcp](https://github.com/kukapay/sui-trader-mcp) 📇 ☁️ - An MCP server designed for AI agents to perform optimal token swaps on the Sui blockchain.
- [kukapay/thegraph-mcp](https://github.com/kukapay/thegraph-mcp) 🐍 ☁️ - An MCP server that powers AI agents with indexed blockchain data from The Graph.
- [kukapay/token-minter-mcp](https://github.com/kukapay/token-minter-mcp) 🐍 ☁️ - An MCP server providing tools for AI agents to mint ERC-20 tokens across multiple blockchains.
From f4f38ec3a65167f717540af168944ec66317dc60 Mon Sep 17 00:00:00 2001
From: Wolfe-Jam
Date: Wed, 29 Oct 2025 00:59:29 -0400
Subject: [PATCH 280/504] Add claude-faf-mcp - persistent project context MCP
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index b1d83f76..3f228b2d 100644
--- a/README.md
+++ b/README.md
@@ -486,6 +486,7 @@ Tools and integrations that enhance the development workflow and environment man
- [buildkite/buildkite-mcp-server](https://github.com/buildkite/buildkite-mcp-server) 🎖️ 🏎️ 🏠 ☁️ 🍎 🪟 🐧 - Official MCP server for Buildkite. Create new pipelines, diagnose and fix failures, trigger builds, monitor job queues, and more.
- [Chunkydotdev/bldbl-mcp](https://github.com/chunkydotdev/bldbl-mcp) 📇 ☁️ 🍎 🪟 🐧 - Official MCP server for Buildable AI-powered development platform [bldbl.dev](https://bldbl.dev). Enables AI assistants to manage tasks, track progress, get project context, and collaborate with humans on software projects.
- [CircleCI/mcp-server-circleci](https://github.com/CircleCI-Public/mcp-server-circleci) 📇 ☁️ Enable AI Agents to fix build failures from CircleCI.
+- [Wolfe-Jam/claude-faf-mcp](https://github.com/Wolfe-Jam/claude-faf-mcp) 📇 🏠 - First & only persistent project context MCP. Provides .faf (Foundational AI-context Format) Project DNA with 33+ tools, Podium scoring (0-100%), and format-driven architecture. Official Anthropic Registry. 10k+ npm downloads.
- [cjo4m06/mcp-shrimp-task-manager](https://github.com/cjo4m06/mcp-shrimp-task-manager) 📇 ☁️ 🏠 – A programming-focused task management system that boosts coding agents like Cursor AI with advanced task memory, self-reflection, and dependency management. [ShrimpTaskManager](https://cjo4m06.github.io/mcp-shrimp-task-manager)
- [ckanthony/gin-mcp](https://github.com/ckanthony/gin-mcp) 🏎️ ☁️ 📟 🪟 🐧 🍎 - A zero-configuration Go library to automatically expose existing Gin web framework APIs as MCP tools.
- [ckreiling/mcp-server-docker](https://github.com/ckreiling/mcp-server-docker) 🐍 🏠 - Integrate with Docker to manage containers, images, volumes, and networks.
From d449a7a3da05cd5a6b1be03f917e8b40412ab8b9 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=ED=95=9C=EC=A3=BC?=
<143303520+agent-hanju@users.noreply.github.com>
Date: Thu, 30 Oct 2025 20:11:34 +0900
Subject: [PATCH 281/504] Add char-index-mcp to Developer Tools
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index b1d83f76..2a4bdac9 100644
--- a/README.md
+++ b/README.md
@@ -472,6 +472,7 @@ Tools and integrations that enhance the development workflow and environment man
- [aashari/mcp-server-atlassian-jira](https://github.com/aashari/mcp-server-atlassian-jira) 📇 ☁️ - Atlassian Jira Cloud integration. Enables AI systems to interact with Jira projects, issues, comments, and related development information in real time.
- [abrinsmead/mindpilot-mcp](https://github.com/abrinsmead/mindpilot-mcp) 📇 🏠 - Visualizes code, architecture and other concepts as mermaid diagrams in a locally hosted web app. Just ask your agent to "show me this in a diagram".
- [admica/FileScopeMCP](https://github.com/admica/FileScopeMCP) 🐍 📇 🦀 - Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores, helping AI assistants understand the codebase.
+- [agent-hanju/char-index-mcp](https://github.com/agent-hanju/char-index-mcp) 🐍 🏠 ☁️ 🍎 🪟 🐧 - Precise character-level string indexing for LLMs. Provides tools for finding, extracting, and manipulating text by exact character position to solve position-based operations.
- [akramIOT/MCP_AI_SOC_Sher](https://github.com/akramIOT/MCP_AI_SOC_Sher) 🐍 ☁️ 📇 - MCP Server to do dynamic AI SOC Security Threat analysis for a Text2SQL AI Agent.
- [alimo7amed93/webhook-tester-mcp](https://github.com/alimo7amed93/webhook-tester-mcp) 🐍 ☁️ – A FastMCP-based server for interacting with webhook-test.com. Enables users to create, retrieve, and delete webhooks locally using Claude.
- [ambar/simctl-mcp](https://github.com/ambar/simctl-mcp) 📇 🏠 🍎 A MCP server implementation for iOS Simulator control.
From 63b41fa7dcae2c13c3a6386e35dea461c4737e1d Mon Sep 17 00:00:00 2001
From: narasimharao-ponnada
Date: Fri, 31 Oct 2025 15:35:44 +0400
Subject: [PATCH 282/504] Add Mermaid MCP Server under new Architecture &
Design category
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
- Added new 📐 Architecture & Design category between Art & Culture and Biology
- Added Mermaid MCP Server with comprehensive description
- Features: 22+ diagram types, 50+ templates, SVG/PNG/PDF exports
- Works with GitHub Copilot, Claude, and all MCP-compatible clients
- Available on NPM: @narasimhaponnada/mermaid-mcp-server
---
README.md | 8 ++++++++
1 file changed, 8 insertions(+)
diff --git a/README.md b/README.md
index b1d83f76..3a436015 100644
--- a/README.md
+++ b/README.md
@@ -76,6 +76,7 @@ Checkout [awesome-mcp-clients](https://github.com/punkpeye/awesome-mcp-clients/)
* 🔗 - [Aggregators](#aggregators)
* 🎨 - [Art & Culture](#art-and-culture)
+* 📐 - [Architecture & Design](#architecture-and-design)
* 📂 - [Browser Automation](#browser-automation)
* 🧬 - [Biology Medicine and Bioinformatics](#bio)
* ☁️ - [Cloud Platforms](#cloud-platforms)
@@ -163,6 +164,13 @@ Access and explore art collections, cultural heritage, and museum databases. Ena
- [samuelgursky/davinci-resolve-mcp](https://github.com/samuelgursky/davinci-resolve-mcp) 🐍 - MCP server integration for DaVinci Resolve providing powerful tools for video editing, color grading, media management, and project control
- [yuna0x0/anilist-mcp](https://github.com/yuna0x0/anilist-mcp) 📇 ☁️ - A MCP server integrating AniList API for anime and manga information
+
+### 📐 Architecture & Design
+
+Design and visualize software architecture, system diagrams, and technical documentation. Enables AI models to generate professional diagrams and architectural documentation.
+
+- [Narasimhaponnada/mermaid-mcp](https://github.com/Narasimhaponnada/mermaid-mcp) 📇 ☁️ 🍎 🪟 🐧 - AI-powered Mermaid diagram generation with 22+ diagram types including flowcharts, sequence diagrams, class diagrams, ER diagrams, architecture diagrams, state machines, and more. Features 50+ pre-built templates, advanced layout engines, SVG/PNG/PDF exports, and seamless integration with GitHub Copilot, Claude, and any MCP-compatible client. Install via NPM: `npm install -g @narasimhaponnada/mermaid-mcp-server`
+
### Biology, Medicine and Bioinformatics
- [genomoncology/biomcp](https://github.com/genomoncology/biomcp) 🐍 ☁️ - Biomedical research MCP server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info.
From e26e919b96ba9d743949daea8691207db78cc353 Mon Sep 17 00:00:00 2001
From: wende
Date: Fri, 31 Oct 2025 17:58:10 +0100
Subject: [PATCH 283/504] Add wende/cicada - Code Intelligence for Elixir
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index b1d83f76..cf2536c6 100644
--- a/README.md
+++ b/README.md
@@ -438,6 +438,7 @@ Secure database access with schema inspection capabilities. Enables querying and
- [tuannvm/mcp-trino](https://github.com/tuannvm/mcp-trino) 🏎️ ☁️ - A Go implementation of a Model Context Protocol (MCP) server for Trino
- [VictoriaMetrics-Community/mcp-victorialogs](https://github.com/VictoriaMetrics-Community/mcp-victorialogs) 🎖️ 🏎️ 🏠 - Provides comprehensive integration with your [VictoriaLogs instance APIs](https://docs.victoriametrics.com/victorialogs/querying/#http-api) and [documentation](https://docs.victoriametrics.com/victorialogs/) for working with logs, investigating and debugging tasks related to your VictoriaLogs instances.
- [weaviate/mcp-server-weaviate](https://github.com/weaviate/mcp-server-weaviate) 🐍 📇 ☁️ - An MCP Server to connect to your Weaviate collections as a knowledge base as well as using Weaviate as a chat memory store.
+- [wende/cicada](https://github.com/wende/cicada) 🐍 🏠 🍎 🪟 🐧 - Code Intelligence for Elixir: module search, function tracking, and PR attribution through tree-sitter AST parsing
- [wenb1n-dev/mysql_mcp_server_pro](https://github.com/wenb1n-dev/mysql_mcp_server_pro) 🐍 🏠 - Supports SSE, STDIO; not only limited to MySQL's CRUD functionality; also includes database exception analysis capabilities; controls database permissions based on roles; and makes it easy for developers to extend tools with customization
- [xexr/mcp-libsql](https://github.com/Xexr/mcp-libsql) 📇 🏠 ☁️ - Production-ready MCP server for libSQL databases with comprehensive security and management tools.
- [XGenerationLab/xiyan_mcp_server](https://github.com/XGenerationLab/xiyan_mcp_server) 📇 ☁️ — An MCP server that supports fetching data from a database using natural language queries, powered by XiyanSQL as the text-to-SQL LLM.
From ab3cd40ebd7adfd1b810d3ee82be2d24fa752acd Mon Sep 17 00:00:00 2001
From: Krzysztof Wende
Date: Fri, 31 Oct 2025 18:27:39 +0100
Subject: [PATCH 284/504] Update README.md
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index cf2536c6..eef95165 100644
--- a/README.md
+++ b/README.md
@@ -438,7 +438,6 @@ Secure database access with schema inspection capabilities. Enables querying and
- [tuannvm/mcp-trino](https://github.com/tuannvm/mcp-trino) 🏎️ ☁️ - A Go implementation of a Model Context Protocol (MCP) server for Trino
- [VictoriaMetrics-Community/mcp-victorialogs](https://github.com/VictoriaMetrics-Community/mcp-victorialogs) 🎖️ 🏎️ 🏠 - Provides comprehensive integration with your [VictoriaLogs instance APIs](https://docs.victoriametrics.com/victorialogs/querying/#http-api) and [documentation](https://docs.victoriametrics.com/victorialogs/) for working with logs, investigating and debugging tasks related to your VictoriaLogs instances.
- [weaviate/mcp-server-weaviate](https://github.com/weaviate/mcp-server-weaviate) 🐍 📇 ☁️ - An MCP Server to connect to your Weaviate collections as a knowledge base as well as using Weaviate as a chat memory store.
-- [wende/cicada](https://github.com/wende/cicada) 🐍 🏠 🍎 🪟 🐧 - Code Intelligence for Elixir: module search, function tracking, and PR attribution through tree-sitter AST parsing
- [wenb1n-dev/mysql_mcp_server_pro](https://github.com/wenb1n-dev/mysql_mcp_server_pro) 🐍 🏠 - Supports SSE, STDIO; not only limited to MySQL's CRUD functionality; also includes database exception analysis capabilities; controls database permissions based on roles; and makes it easy for developers to extend tools with customization
- [xexr/mcp-libsql](https://github.com/Xexr/mcp-libsql) 📇 🏠 ☁️ - Production-ready MCP server for libSQL databases with comprehensive security and management tools.
- [XGenerationLab/xiyan_mcp_server](https://github.com/XGenerationLab/xiyan_mcp_server) 📇 ☁️ — An MCP server that supports fetching data from a database using natural language queries, powered by XiyanSQL as the text-to-SQL LLM.
@@ -588,6 +587,7 @@ Tools and integrations that enhance the development workflow and environment man
- [vivekvells/mcp-pandoc](https://github.com/vivekVells/mcp-pandoc) 🗄️ 🚀 - MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more.
- [VSCode Devtools](https://github.com/biegehydra/BifrostMCP) 📇 - Connect to VSCode ide and use semantic tools like `find_usages`
- [Webvizio/mcp](https://github.com/Webvizio/mcp) 🎖️ 📇 - Automatically converts feedback and bug reports from websites and web apps into actionable, context-enriched developer tasks. Delivered straight to your AI coding tools, the Webvizio MCP Server ensures your AI agent has all the data it needs to solve tasks with speed and accuracy.
+- [wende/cicada](https://github.com/wende/cicada) 🐍 🏠 🍎 🪟 🐧 - Code Intelligence for Elixir: module search, function tracking, and PR attribution through tree-sitter AST parsing
- [WiseVision/mcp_server_ros_2](https://github.com/wise-vision/mcp_server_ros_2) 🐍 🤖 - MCP server for ROS2 enabling AI-driven robotics applications and services.
- [Wooonster/hocr_mcp_server](https://github.com/Wooonster/hocr_mcp_server) 🐍 🏠 – A fastAPI-based FastMCP server with a Vue frontend that sends uploaded images to VLM via the MCP to quickly extract handwritten mathematical formulas as clean LaTeX code.
- [xcodebuild](https://github.com/ShenghaiWang/xcodebuild) 🍎 Build iOS Xcode workspace/project and feed back errors to llm.
From f375839c153655ffdf95037715001370af7d0f4c Mon Sep 17 00:00:00 2001
From: Krzysztof Wende
Date: Fri, 31 Oct 2025 18:30:22 +0100
Subject: [PATCH 285/504] Add 'wende/cicada' project to README
Added a new project entry for 'wende/cicada' in the README.
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index eef95165..6192b199 100644
--- a/README.md
+++ b/README.md
@@ -284,6 +284,7 @@ Full coding agents that enable LLMs to read, edit, and execute code and solve ge
- [tiianhk/MaxMSP-MCP-Server](https://github.com/tiianhk/MaxMSP-MCP-Server) 🐍 🏠 🎵 🎥 - A coding agent for Max (Max/MSP/Jitter), which is a visual programming language for music and multimedia.
- [nesquikm/mcp-rubber-duck](https://github.com/nesquikm/mcp-rubber-duck) 📇 🏠 ☁️ - An MCP server that bridges to multiple OpenAI-compatible LLMs - your AI rubber duck debugging panel for explaining problems to various AI "ducks" and getting different perspectives
- [VertexStudio/developer](https://github.com/VertexStudio/developer) 🦀 🏠 🍎 🪟 🐧 - Comprehensive developer tools for file editing, shell command execution, and screen capture capabilities
+- [wende/cicada](https://github.com/wende/cicada) 🐍 🏠 🍎 🪟 🐧 - Code Intelligence for Elixir: module search, function tracking, and PR attribution through tree-sitter AST parsing
### 🖥️ Command Line
@@ -587,7 +588,6 @@ Tools and integrations that enhance the development workflow and environment man
- [vivekvells/mcp-pandoc](https://github.com/vivekVells/mcp-pandoc) 🗄️ 🚀 - MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more.
- [VSCode Devtools](https://github.com/biegehydra/BifrostMCP) 📇 - Connect to VSCode ide and use semantic tools like `find_usages`
- [Webvizio/mcp](https://github.com/Webvizio/mcp) 🎖️ 📇 - Automatically converts feedback and bug reports from websites and web apps into actionable, context-enriched developer tasks. Delivered straight to your AI coding tools, the Webvizio MCP Server ensures your AI agent has all the data it needs to solve tasks with speed and accuracy.
-- [wende/cicada](https://github.com/wende/cicada) 🐍 🏠 🍎 🪟 🐧 - Code Intelligence for Elixir: module search, function tracking, and PR attribution through tree-sitter AST parsing
- [WiseVision/mcp_server_ros_2](https://github.com/wise-vision/mcp_server_ros_2) 🐍 🤖 - MCP server for ROS2 enabling AI-driven robotics applications and services.
- [Wooonster/hocr_mcp_server](https://github.com/Wooonster/hocr_mcp_server) 🐍 🏠 – A fastAPI-based FastMCP server with a Vue frontend that sends uploaded images to VLM via the MCP to quickly extract handwritten mathematical formulas as clean LaTeX code.
- [xcodebuild](https://github.com/ShenghaiWang/xcodebuild) 🍎 Build iOS Xcode workspace/project and feed back errors to llm.
From d65eac4ef9d91ada41bab794d173dc15a1399462 Mon Sep 17 00:00:00 2001
From: shinpr
Date: Sun, 2 Nov 2025 12:09:36 +0900
Subject: [PATCH 286/504] Add shinpr/mcp-local-rag
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index f5b075d7..58d4a96e 100644
--- a/README.md
+++ b/README.md
@@ -813,6 +813,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to
- [pi22by7/In-Memoria](https://github.com/pi22by7/In-Memoria) 📇 🦀 🏠 🍎 🐧 🪟 - Persistent intelligence infrastructure for agentic development that gives AI coding assistants cumulative memory and pattern learning. Hybrid TypeScript/Rust implementation with local-first storage using SQLite + SurrealDB for semantic analysis and incremental codebase understanding.
- [pinecone-io/assistant-mcp](https://github.com/pinecone-io/assistant-mcp) 🎖️ 🦀 ☁️ - Connects to your Pinecone Assistant and gives the agent context from its knowledge engine.
- [ragieai/mcp-server](https://github.com/ragieai/ragie-mcp-server) 📇 ☁️ - Retrieve context from your [Ragie](https://www.ragie.ai) (RAG) knowledge base connected to integrations like Google Drive, Notion, JIRA and more.
+- [shinpr/mcp-local-rag](https://github.com/shinpr/mcp-local-rag) 📇 🏠 - Privacy-first document search server running entirely locally. Supports semantic search over PDFs, DOCX, TXT, and Markdown files with LanceDB vector storage and local embeddings - no API keys or cloud services required.
- [TechDocsStudio/biel-mcp](https://github.com/TechDocsStudio/biel-mcp) 📇 ☁️ - Let AI tools like Cursor, VS Code, or Claude Desktop answer questions using your product docs. Biel.ai provides the RAG system and MCP server.
- [topoteretes/cognee](https://github.com/topoteretes/cognee/tree/dev/cognee-mcp) 📇 🏠 - Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources
- [unibaseio/membase-mcp](https://github.com/unibaseio/membase-mcp) 📇 ☁️ - Save and query your agent memory in distributed way by Membase
From f67f46f34733fde67e2e2ae5ec3ab449c85b81e9 Mon Sep 17 00:00:00 2001
From: Blake Rouse
Date: Mon, 3 Nov 2025 18:35:35 -0500
Subject: [PATCH 287/504] Add blakerouse/ssh-mcp
---
README.md | 3 +++
1 file changed, 3 insertions(+)
diff --git a/README.md b/README.md
index 58d4a96e..fc088f8f 100644
--- a/README.md
+++ b/README.md
@@ -300,6 +300,9 @@ Run commands, capture output and otherwise interact with shells and command line
- [automateyournetwork/pyATS_MCP](https://github.com/automateyournetwork/pyATS_MCP) - Cisco pyATS server enabling structured, model-driven interaction with network devices.
- [aymericzip/intlayer](https://github.com/aymericzip/intlayer) 📇 ☁️ 🏠 - A MCP Server that enhance your IDE with AI-powered assistance for Intlayer i18n / CMS tool: smart CLI access, access to the docs.
+- [blakerouse/ssh-mcp](https://github.com/blakerouse/ssh-mcp) 🏎️ 🏠 🍎 🪟 🐧 - MCP server exposing SSH control for Linux and Windows servers via Model Context Protocol. Allows long running commands and the ability to perform commands
+onn multiple hosts at the same time. Executes remote shell commands with password or SSH key authentication, including
+known host verification.
- [ferrislucas/iterm-mcp](https://github.com/ferrislucas/iterm-mcp) 🖥️ 🛠️ 💬 - A Model Context Protocol server that provides access to iTerm. You can run commands and ask questions about what you see in the iTerm terminal.
- [g0t4/mcp-server-commands](https://github.com/g0t4/mcp-server-commands) 📇 🏠 - Run any command with `run_command` and `run_script` tools.
- [maxim-saplin/mcp_safe_local_python_executor](https://github.com/maxim-saplin/mcp_safe_local_python_executor) - Safe Python interpreter based on HF Smolagents `LocalPythonExecutor`
From 6b9ff5905aefb9c32eea38fd1b4f9c778e2578a9 Mon Sep 17 00:00:00 2001
From: bitcoinwarrior1
Date: Tue, 4 Nov 2025 14:02:38 +1100
Subject: [PATCH 288/504] add us-legal-mcp to list
---
README-ja.md | 7 +++++++
README-ko.md | 7 +++++++
README-pt_BR.md | 7 +++++++
README-th.md | 7 +++++++
README-zh.md | 7 +++++++
README-zh_TW.md | 7 +++++++
README.md | 7 +++++++
7 files changed, 49 insertions(+)
diff --git a/README-ja.md b/README-ja.md
index b6337cc3..ac308c33 100644
--- a/README-ja.md
+++ b/README-ja.md
@@ -91,6 +91,7 @@
* 💰 - [金融・フィンテック](#finance--fintech)
* 🎮 - [ゲーミング](#gaming)
* 🧠 - [知識と記憶](#knowledge--memory)
+* ⚖️ - [法律](#legal)
* 🗺️ - [位置情報サービス](#location-services)
* 🎯 - [マーケティング](#marketing)
* 📊 - [監視](#monitoring)
@@ -430,6 +431,12 @@ aliyun/alibabacloud-tablestore-mcp-server ☕ 🐍 ☁️ - 阿里云表格存
- [JamesANZ/memory-mcp](https://github.com/JamesANZ/memory-mcp) 📇 🏠 - MongoDBを使用して複数のLLMからのメモリを保存・取得するMCPサーバー。タイムスタンプとLLM識別を含む会話メモリの保存、取得、追加、クリアのためのツールを提供します。
- [JamesANZ/cross-llm-mcp](https://github.com/JamesANZ/cross-llm-mcp) 📇 🏠 - 異なるAIモデルが協力し、会話間でコンテキストを共有できるようにするクロスLLM通信とメモリ共有を可能にするMCPサーバー。
+### ⚖️ 法律
+
+法的情報、法令、および法律データベースへのアクセス。AIモデルが法的文書や規制情報を検索・分析できるようにします。
+
+- [JamesANZ/us-legal-mcp](https://github.com/JamesANZ/us-legal-mcp) 📇 ☁️ - 包括的な米国法令を提供するMCPサーバー。
+
### 🗺️ 位置情報サービス
地理および位置ベースのサービス統合。地図データ、方向、および場所情報へのアクセスを提供します。
diff --git a/README-ko.md b/README-ko.md
index 8572937b..69e57580 100644
--- a/README-ko.md
+++ b/README-ko.md
@@ -84,6 +84,7 @@
* 💰 - [금융 및 핀테크](#finance--fintech)
* 🎮 - [게임](#gaming)
* 🧠 - [지식 및 메모리](#knowledge--memory)
+* ⚖️ - [법률](#legal)
* 🗺️ - [위치 서비스](#location-services)
* 🎯 - [마케팅](#marketing)
* 📊 - [모니터링](#monitoring)
@@ -392,6 +393,12 @@
- [JamesANZ/memory-mcp](https://github.com/JamesANZ/memory-mcp) 📇 🏠 - MongoDB를 사용하여 여러 LLM의 메모리를 저장하고 검색하는 MCP 서버. 타임스탬프와 LLM 식별을 포함한 대화 메모리의 저장, 검색, 추가 및 삭제를 위한 도구를 제공합니다.
- [JamesANZ/cross-llm-mcp](https://github.com/JamesANZ/cross-llm-mcp) 📇 🏠 - 다른 AI 모델이 협력하고 대화 간에 컨텍스트를 공유할 수 있게 하는 크로스 LLM 통신 및 메모리 공유를 가능하게 하는 MCP 서버.
+### ⚖️ 법률
+
+법적 정보, 법령 및 법률 데이터베이스에 대한 액세스. AI 모델이 법적 문서 및 규제 정보를 검색하고 분석할 수 있게 합니다.
+
+- [JamesANZ/us-legal-mcp](https://github.com/JamesANZ/us-legal-mcp) 📇 ☁️ - 포괄적인 미국 법령을 제공하는 MCP 서버.
+
### 🗺️ 위치 서비스
지리 및 위치 기반 서비스 통합. 지도 데이터, 길찾기 및 장소 정보에 대한 접근을 가능하게 합니다.
diff --git a/README-pt_BR.md b/README-pt_BR.md
index f3304f28..77fe5f97 100644
--- a/README-pt_BR.md
+++ b/README-pt_BR.md
@@ -91,6 +91,7 @@ Confira [awesome-mcp-clients](https://github.com/punkpeye/awesome-mcp-clients/)
* 💰 - [Finanças & Fintech](#finanças--fintech)
* 🎮 - [Jogos](#jogos)
* 🧠 - [Conhecimento & Memória](#conhecimento--memória)
+* ⚖️ - [Legal](#legal)
* 🗺️ - [Serviços de Localização](#serviços-de-localização)
* 🎯 - [Marketing](#marketing)
* 📊 - [Monitoramento](#monitoramento)
@@ -371,6 +372,12 @@ Armazenamento de memória persistente usando estruturas de grafos de conheciment
- [unibaseio/membase-mcp](https://github.com/unibaseio/membase-mcp) 📇 ☁️ - Salve e consulte a memória do seu agente de forma distribuída pelo Membase
- [entanglr/zettelkasten-mcp](https://github.com/entanglr/zettelkasten-mcp) 🐍 🏠 - Um servidor de Protocolo de Contexto de Modelo (MCP) que implementa a metodologia de gestão de conhecimento Zettelkasten, permitindo criar, vincular e pesquisar notas atômicas através de Claude e outros clientes compatíveis com MCP.
+### ⚖️ Legal
+
+Acesso a informações jurídicas, legislação e bancos de dados jurídicos. Permite que modelos de IA pesquisem e analisem documentos jurídicos e informações regulatórias.
+
+- [JamesANZ/us-legal-mcp](https://github.com/JamesANZ/us-legal-mcp) 📇 ☁️ - Um servidor MCP que fornece legislação abrangente dos EUA.
+
### 🗺️ Serviços de Localização
Serviços baseados em localização e ferramentas de mapeamento. Permite que modelos de IA trabalhem com dados geográficos, informações meteorológicas e análises baseadas em localização.
diff --git a/README-th.md b/README-th.md
index f7e8c48f..be9e799b 100644
--- a/README-th.md
+++ b/README-th.md
@@ -86,6 +86,7 @@
* 💰 - [การเงินและฟินเทค](#finance--fintech)
* 🎮 - [เกม](#gaming)
* 🧠 - [ความรู้และความจำ](#knowledge--memory)
+* ⚖️ - [กฎหมาย](#legal)
* 🗺️ - [บริการตำแหน่ง](#location-services)
* 🎯 - [การตลาด](#marketing)
* 📊 - [การตรวจสอบ](#monitoring)
@@ -435,6 +436,12 @@
- [JamesANZ/cross-llm-mcp](https://github.com/JamesANZ/cross-llm-mcp) 📇 🏠 - เซิร์ฟเวอร์ MCP ที่ช่วยให้การสื่อสารข้าม LLM และการแบ่งปันความจำ ช่วยให้โมเดล AI ที่แตกต่างกันสามารถทำงานร่วมกันและแบ่งปันบริบทระหว่างการสนทนา
- [topoteretes/cognee](https://github.com/topoteretes/cognee/tree/dev/cognee-mcp) 📇 🏠 - ตัวจัดการหน่วยความจำสำหรับแอป AI และตัวแทนโดยใช้กราฟและที่เก็บเวกเตอร์ต่างๆ และอนุญาตการนำเข้าจากแหล่งข้อมูลมากกว่า 30 แหล่ง
+### ⚖️ กฎหมาย
+
+การเข้าถึงข้อมูลทางกฎหมาย กฎหมาย และฐานข้อมูลกฎหมาย ช่วยให้โมเดล AI สามารถค้นหาและวิเคราะห์เอกสารทางกฎหมายและข้อมูลด้านกฎระเบียบ
+
+- [JamesANZ/us-legal-mcp](https://github.com/JamesANZ/us-legal-mcp) 📇 ☁️ - เซิร์ฟเวอร์ MCP ที่ให้กฎหมายของสหรัฐอเมริกาอย่างครอบคลุม
+
### 🗺️ บริการตำแหน่ง
บริการตามตำแหน่งและเครื่องมือแผนที่ ช่วยให้โมเดล AI สามารถทำงานกับข้อมูลทางภูมิศาสตร์ ข้อมูลสภาพอากาศ และการวิเคราะห์ตามตำแหน่ง
diff --git a/README-zh.md b/README-zh.md
index bc27e2b9..5e0b9cfe 100644
--- a/README-zh.md
+++ b/README-zh.md
@@ -87,6 +87,7 @@
* 💰 - [金融与金融科技](#finance--fintech)
* 🎮 - [游戏](#gaming)
* 🧠 - [知识与记忆](#knowledge--memory)
+* ⚖️ - [法律](#legal)
* 🗺️ - [位置服务](#location-services)
* 🎯 - [营销](#marketing)
* 📊 - [监测](#monitoring)
@@ -425,6 +426,12 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
- [JamesANZ/memory-mcp](https://github.com/JamesANZ/memory-mcp) 📇 🏠 - 一个MCP服务器，使用MongoDB存储和检索来自多个LLM的记忆。提供保存、检索、添加和清除带有时间戳和LLM识别的对话记忆的工具。
- [JamesANZ/cross-llm-mcp](https://github.com/JamesANZ/cross-llm-mcp) 📇 🏠 - 一个MCP服务器，实现跨LLM通信和记忆共享，使不同的AI模型能够在对话间协作和共享上下文。
+### ⚖️ 法律
+
+访问法律信息、法规和法律数据库。使 AI 模型能够搜索和分析法律文件和监管信息。
+
+- [JamesANZ/us-legal-mcp](https://github.com/JamesANZ/us-legal-mcp) 📇 ☁️ - 一个提供全面美国法规的 MCP 服务器。
+
### 🗺️ 位置服务
地理和基于位置的服务集成。支持访问地图数据、方向和位置信息。
diff --git a/README-zh_TW.md b/README-zh_TW.md
index b340e275..a23b05aa 100644
--- a/README-zh_TW.md
+++ b/README-zh_TW.md
@@ -77,6 +77,7 @@
* 💰 - [Finance & Fintech](#finance--fintech)
* 🎮 - [遊戲](#gaming)
* 🧠 - [知識與記憶](#knowledge--memory)
+* ⚖️ - [法律](#legal)
* 🗺️ - [位置服務](#location-services)
* 🎯 - [行銷](#marketing)
* 📊 - [監測](#monitoring)
@@ -340,6 +341,12 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和
- [JamesANZ/memory-mcp](https://github.com/JamesANZ/memory-mcp) 📇 🏠 - 一個 MCP 伺服器，使用 MongoDB 儲存和檢索來自多個 LLM 的記憶。提供用於儲存、檢索、新增和清除帶有時間戳和 LLM 識別的對話記憶的工具。
- [JamesANZ/cross-llm-mcp](https://github.com/JamesANZ/cross-llm-mcp) 📇 🏠 - 一個 MCP 伺服器，實現跨 LLM 通訊和記憶共享，使不同的 AI 模型能夠在對話間協作和共享上下文。
+### ⚖️ 法律
+
+訪問法律資訊、法規和法律數據庫。使 AI 模型能夠搜尋和分析法律文件和監管資訊。
+
+- [JamesANZ/us-legal-mcp](https://github.com/JamesANZ/us-legal-mcp) 📇 ☁️ - 一個提供全面美國法規的 MCP 伺服器。
+
### 🗺️ 位置服務
地理和基於位置的服務集成。支援訪問地圖數據、方向和位置資訊。
diff --git a/README.md b/README.md
index 58d4a96e..2a88606c 100644
--- a/README.md
+++ b/README.md
@@ -95,6 +95,7 @@ Checkout [awesome-mcp-clients](https://github.com/punkpeye/awesome-mcp-clients/)
* 💰 - [Finance & Fintech](#finance--fintech)
* 🎮 - [Gaming](#gaming)
* 🧠 - [Knowledge & Memory](#knowledge--memory)
+* ⚖️ - [Legal](#legal)
* 🗺️ - [Location Services](#location-services)
* 🎯 - [Marketing](#marketing)
* 📊 - [Monitoring](#monitoring)
@@ -821,6 +822,12 @@ Persistent memory storage using knowledge graph structures. Enables AI models to
- [JamesANZ/memory-mcp](https://github.com/JamesANZ/memory-mcp) 📇 🏠 - An MCP server that stores and retrieves memories from multiple LLMs using MongoDB. Provides tools for saving, retrieving, adding, and clearing conversation memories with timestamps and LLM identification.
- [JamesANZ/cross-llm-mcp](https://github.com/JamesANZ/cross-llm-mcp) 📇 🏠 - An MCP server that enables cross-LLM communication and memory sharing, allowing different AI models to collaborate and share context across conversations.
+### ⚖️ Legal
+
+Access to legal information, legislation, and legal databases. Enables AI models to search and analyze legal documents and regulatory information.
+
+- [JamesANZ/us-legal-mcp](https://github.com/JamesANZ/us-legal-mcp) 📇 ☁️ - An MCP server that provides comprehensive US legislation.
+
### 🗺️ Location Services
Location-based services and mapping tools. Enables AI models to work with geographic data, weather information, and location-based analytics.
From 045da481202b35ba235e304597b9d39b042f6f1e Mon Sep 17 00:00:00 2001
From: "DESKTOP-V9B4GET\\curioustore"
Date: Tue, 4 Nov 2025 12:44:42 +0900
Subject: [PATCH 289/504] Add VARGG MCP server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index f15bb330..3c57accc 100644
--- a/README.md
+++ b/README.md
@@ -593,6 +593,7 @@ Tools and integrations that enhance the development workflow and environment man
- [tipdotmd/tip-md-x402-mcp-server](https://github.com/tipdotmd/tip-md-x402-mcp-server) 📇 ☁️ - MCP server for cryptocurrency tipping through AI interfaces using x402 payment protocol and CDP Wallet.
- [tumf/mcp-text-editor](https://github.com/tumf/mcp-text-editor) 🐍 🏠 - A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.
- [utensils/mcp-nixos](https://github.com/utensils/mcp-nixos) 🐍 🏠 - MCP server providing accurate information about NixOS packages, system options, Home Manager configurations, and nix-darwin macOS settings to prevent AI hallucinations.
+- [var-gg/mcp](https://github.com/var-gg/mcp) 📇 ☁️ - Enforces team naming consistency for AI-generated code via Cursor MCP integration. [Guide ↗](https://var.gg)
- [vasayxtx/mcp-prompt-engine](https://github.com/vasayxtx/mcp-prompt-engine) 🏎️ 🏠 🪟️ 🐧 🍎 - MCP server for managing and serving dynamic prompt templates using elegant and powerful text template engine.
- [vivekvells/mcp-pandoc](https://github.com/vivekVells/mcp-pandoc) 🗄️ 🚀 - MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more.
- [VSCode Devtools](https://github.com/biegehydra/BifrostMCP) 📇 - Connect to VSCode ide and use semantic tools like `find_usages`
From 371883193cf56dd810582977c8723bc793ebb7bf Mon Sep 17 00:00:00 2001
From: Blake Rouse
Date: Tue, 4 Nov 2025 09:58:07 -0500
Subject: [PATCH 290/504] Simplify SSH MCP description in README
Removed redundant details about SSH control capabilities and improved clarity.
---
README.md | 5 ++---
1 file changed, 2 insertions(+), 3 deletions(-)
diff --git a/README.md b/README.md
index fc088f8f..b95c4250 100644
--- a/README.md
+++ b/README.md
@@ -300,9 +300,8 @@ Run commands, capture output and otherwise interact with shells and command line
- [automateyournetwork/pyATS_MCP](https://github.com/automateyournetwork/pyATS_MCP) - Cisco pyATS server enabling structured, model-driven interaction with network devices.
- [aymericzip/intlayer](https://github.com/aymericzip/intlayer) 📇 ☁️ 🏠 - A MCP Server that enhance your IDE with AI-powered assistance for Intlayer i18n / CMS tool: smart CLI access, access to the docs.
-- [blakerouse/ssh-mcp](https://github.com/blakerouse/ssh-mcp) 🏎️ 🏠 🍎 🪟 🐧 - MCP server exposing SSH control for Linux and Windows servers via Model Context Protocol. Allows long running commands and the ability to perform commands
-onn multiple hosts at the same time. Executes remote shell commands with password or SSH key authentication, including
-known host verification.
+- [blakerouse/ssh-mcp](https://github.com/blakerouse/ssh-mcp) 🏎️ 🏠 🍎 🪟 🐧 - MCP server exposing SSH control for Linux and Windows servers. Allows long running commands and the ability to perform commands
+on multiple hosts at the same time.
- [ferrislucas/iterm-mcp](https://github.com/ferrislucas/iterm-mcp) 🖥️ 🛠️ 💬 - A Model Context Protocol server that provides access to iTerm. You can run commands and ask questions about what you see in the iTerm terminal.
- [g0t4/mcp-server-commands](https://github.com/g0t4/mcp-server-commands) 📇 🏠 - Run any command with `run_command` and `run_script` tools.
- [maxim-saplin/mcp_safe_local_python_executor](https://github.com/maxim-saplin/mcp_safe_local_python_executor) - Safe Python interpreter based on HF Smolagents `LocalPythonExecutor`
From 15408c7da8dd800d459d05acb724e45199bdcb17 Mon Sep 17 00:00:00 2001
From: Blake Rouse
Date: Tue, 4 Nov 2025 09:58:51 -0500
Subject: [PATCH 291/504] Remove newline entry in blakerouse/ssh-mcp in README
---
README.md | 3 +--
1 file changed, 1 insertion(+), 2 deletions(-)
diff --git a/README.md b/README.md
index b95c4250..97d5aa66 100644
--- a/README.md
+++ b/README.md
@@ -300,8 +300,7 @@ Run commands, capture output and otherwise interact with shells and command line
- [automateyournetwork/pyATS_MCP](https://github.com/automateyournetwork/pyATS_MCP) - Cisco pyATS server enabling structured, model-driven interaction with network devices.
- [aymericzip/intlayer](https://github.com/aymericzip/intlayer) 📇 ☁️ 🏠 - A MCP Server that enhance your IDE with AI-powered assistance for Intlayer i18n / CMS tool: smart CLI access, access to the docs.
-- [blakerouse/ssh-mcp](https://github.com/blakerouse/ssh-mcp) 🏎️ 🏠 🍎 🪟 🐧 - MCP server exposing SSH control for Linux and Windows servers. Allows long running commands and the ability to perform commands
-on multiple hosts at the same time.
+- [blakerouse/ssh-mcp](https://github.com/blakerouse/ssh-mcp) 🏎️ 🏠 🍎 🪟 🐧 - MCP server exposing SSH control for Linux and Windows servers. Allows long running commands and the ability to perform commands on multiple hosts at the same time.
- [ferrislucas/iterm-mcp](https://github.com/ferrislucas/iterm-mcp) 🖥️ 🛠️ 💬 - A Model Context Protocol server that provides access to iTerm. You can run commands and ask questions about what you see in the iTerm terminal.
- [g0t4/mcp-server-commands](https://github.com/g0t4/mcp-server-commands) 📇 🏠 - Run any command with `run_command` and `run_script` tools.
- [maxim-saplin/mcp_safe_local_python_executor](https://github.com/maxim-saplin/mcp_safe_local_python_executor) - Safe Python interpreter based on HF Smolagents `LocalPythonExecutor`
From 53e1a29124eb11632f7a466e991f1b7b5106c7da Mon Sep 17 00:00:00 2001
From: Jake Goldsborough
Date: Wed, 5 Nov 2025 14:41:17 -0800
Subject: [PATCH 292/504] Add discourse-mcp to Communication section
Added official Discourse MCP server with Ruby, cloud/local, and
cross-platform support badges.
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index f15bb330..dca1ab73 100644
--- a/README.md
+++ b/README.md
@@ -326,6 +326,7 @@ Integration with communication platforms for message management and channel oper
- [chaindead/telegram-mcp](https://github.com/chaindead/telegram-mcp) 🏎️ 🏠 - Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, and handling read status
- [chigwell/telegram-mcp](https://github.com/chigwell/telegram-mcp) 🐍 🏠 - Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, sending messages and handling read status.
- [Danielpeter-99/calcom-mcp](https://github.com/Danielpeter-99/calcom-mcp) 🐍 🏠 - MCP server for Calcom. Manage event types, create bookings, and access Cal.com scheduling data through LLMs.
+- [discourse/discourse-mcp](https://github.com/discourse/discourse-mcp) 🎖️ 💎 ☁️ 🏠 💬 🍎 🪟 🐧 - Official Discourse MCP server for forum integration. Search topics, read posts, manage categories and tags, discover users, and interact with Discourse communities.
- [elie222/inbox-zero](https://github.com/elie222/inbox-zero/tree/main/apps/mcp-server) 🐍 ☁️ - An MCP server for Inbox Zero. Adds functionality on top of Gmail like finding out which emails you need to reply to or need to follow up on.
- [gerkensm/callcenter.js-mcp](https://github.com/gerkensm/callcenter.js-mcp) 📇 ☁️ - An MCP server to make phone calls using VoIP/SIP and OpenAI's Realtime API and observe the transcript.
- [gitmotion/ntfy-me-mcp](https://github.com/gitmotion/ntfy-me-mcp) 📇 ☁️ 🏠 - An ntfy MCP server for sending/fetching ntfy notifications to your self-hosted ntfy server from AI Agents 📤 (supports secure token auth & more - use with npx or docker!)
From 26750cc0e89ae132e613a45149c76a99433be5a0 Mon Sep 17 00:00:00 2001
From: Du'An Lightfoot <29664932+labeveryday@users.noreply.github.com>
Date: Wed, 5 Nov 2025 23:24:29 -0500
Subject: [PATCH 293/504] Add NBA MCP server entry to README
Added a new entry for the NBA MCP server with details on accessing live and historical NBA statistics.
---
README.md | 2 ++
1 file changed, 2 insertions(+)
diff --git a/README.md b/README.md
index f15bb330..0e3f4bb7 100644
--- a/README.md
+++ b/README.md
@@ -1050,6 +1050,8 @@ Tools for accessing sports-related data, results, and statistics.
- [RobSpectre/mvf1](https://github.com/RobSpectre/mvf1) 🐍 ☁️ - MCP server that controls [MultiViewer](https://multiviewer.app), an app for watching motorsports like Formula 1, World Endurance Championship, IndyCar and others.
- [willvelida/mcp-afl-server](https://github.com/willvelida/mcp-afl-server) ☁️ - MCP server that integrates with the Squiggle API to provide information on Australian Football League teams, ladder standings, results, tips, and power rankings.
- [cloudbet/sports-mcp-server](https://github.com/cloudbet/sports-mcp-server) 🏎️ ☁️ – Access structured sports data via the Cloudbet API. Query upcoming events, live odds, stake limits, and market info across soccer, basketball, tennis, esports, and more.
+- [labeveryday/nba_mcp_server](https://github.com/labeveryday/nba_mcp_server) 🐍 🏠 - Access live and historical NBA statistics including
+ player stats, game scores, team data, and advanced analytics via Model Context Protocol
### 🎧 Support & Service Management
From 2376c0fcbfb7b1754a5a929c5b3835f0a2d7f9fa Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Szabolcs=20Gelencse=CC=81r?=
Date: Thu, 6 Nov 2025 13:30:50 +0100
Subject: [PATCH 294/504] add bitrise mcp server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index f15bb330..de3ed6b4 100644
--- a/README.md
+++ b/README.md
@@ -493,6 +493,7 @@ Tools and integrations that enhance the development workflow and environment man
- [automation-ai-labs/mcp-link](https://github.com/automation-ai-labs/mcp-link) 🏎️ 🏠 - Seamlessly Integrate Any API with AI Agents (with OpenAPI Schema)
- [axliupore/mcp-code-runner](https://github.com/axliupore/mcp-code-runner) 📇 🏠 - An MCP server for running code locally via Docker and supporting multiple programming languages.
- [azer/react-analyzer-mcp](https://github.com/azer/react-analyzer-mcp) 📇 🏠 - Analyze React code locally, generate docs / llm.txt for whole project at once
+- [bitrise-io/bitrise-mcp](https://github.com/bitrise-io/bitrise-mcp) 🎖️ 🏎️ 🏠 ☁️ 🍎 🪟 🐧 - Official MCP server for Bitrise. Chat with your builds, CI, and [more](https://bitrise.io/blog/post/chat-with-your-builds-ci-and-more-introducing-the-bitrise-mcp-server).
- [buildkite/buildkite-mcp-server](https://github.com/buildkite/buildkite-mcp-server) 🎖️ 🏎️ 🏠 ☁️ 🍎 🪟 🐧 - Official MCP server for Buildkite. Create new pipelines, diagnose and fix failures, trigger builds, monitor job queues, and more.
- [Chunkydotdev/bldbl-mcp](https://github.com/chunkydotdev/bldbl-mcp) 📇 ☁️ 🍎 🪟 🐧 - Official MCP server for Buildable AI-powered development platform [bldbl.dev](https://bldbl.dev). Enables AI assistants to manage tasks, track progress, get project context, and collaborate with humans on software projects.
- [CircleCI/mcp-server-circleci](https://github.com/CircleCI-Public/mcp-server-circleci) 📇 ☁️ Enable AI Agents to fix build failures from CircleCI.
From 4b43b3470b4337198f191b563d8bdfac418b1ed8 Mon Sep 17 00:00:00 2001
From: martin-kokos <4807476+martin-kokos@users.noreply.github.com>
Date: Fri, 7 Nov 2025 18:31:49 +0100
Subject: [PATCH 295/504] Remove MCPDiscovery from README.md
Removed the MCPDiscovery project from the list of MCP tools.
---
README.md | 1 -
1 file changed, 1 deletion(-)
diff --git a/README.md b/README.md
index f15bb330..93ff6376 100644
--- a/README.md
+++ b/README.md
@@ -123,7 +123,6 @@ Servers for accessing many apps and tools through a single MCP server.
- [julien040/anyquery](https://github.com/julien040/anyquery) 🏎️ 🏠 ☁️ - Query more than 40 apps with one binary using SQL. It can also connect to your PostgreSQL, MySQL, or SQLite compatible database. Local-first and private by design.
- [metatool-ai/metatool-app](https://github.com/metatool-ai/metatool-app) 📇 ☁️ 🏠 🍎 🪟 🐧 - MetaMCP is the one unified middleware MCP server that manages your MCP connections with GUI.
- [mindsdb/mindsdb](https://github.com/mindsdb/mindsdb) - Connect and unify data across various platforms and databases with [MindsDB as a single MCP server](https://docs.mindsdb.com/mcp/overview).
-- [particlefuture/MCPDiscovery](https://github.com/particlefuture/MCPDiscovery) - MCP of MCPs. A central hub for MCP servers. Helps you discover available MCP servers and learn how to install and use them.
- [PipedreamHQ/pipedream](https://github.com/PipedreamHQ/pipedream/tree/master/modelcontextprotocol) ☁️ 🏠 - Connect with 2,500 APIs with 8,000+ prebuilt tools, and manage servers for your users, in your own app.
- [sitbon/magg](https://github.com/sitbon/magg) 🍎 🪟 🐧 ☁️ 🏠 🐍 - Magg: A meta-MCP server that acts as a universal hub, allowing LLMs to autonomously discover, install, and orchestrate multiple MCP servers - essentially giving AI assistants the power to extend their own capabilities on-demand.
- [SureScaleAI/openai-gpt-image-mcp](https://github.com/SureScaleAI/openai-gpt-image-mcp) 📇 ☁️ - OpenAI GPT image generation/editing MCP server.
From 56cd756b831724be974ade694bd21ec989e9a572 Mon Sep 17 00:00:00 2001
From: Devroop Saha
Date: Sun, 9 Nov 2025 12:23:03 +0530
Subject: [PATCH 296/504] Add new TexMCP server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index f15bb330..c5f703ba 100644
--- a/README.md
+++ b/README.md
@@ -1114,6 +1114,7 @@ Interact with Git repositories and version control platforms. Enables repository
### 🏢 Workplace & Productivity
- [bivex/kanboard-mcp](https://github.com/bivex/kanboard-mcp) 🏎️ ☁️ 🏠 - A Model Context Protocol (MCP) server written in Go that empowers AI agents and Large Language Models (LLMs) to seamlessly interact with Kanboard. It transforms natural language commands into Kanboard API calls, enabling intelligent automation of project, task, and user management, streamlining workflows, and enhancing productivity.
+- [devroopsaha744/TexMCP](https://github.com/devroopsaha744/TexMCP) 🐍 🏠 - An MCP server that converts LaTeX into high-quality PDF documents. It provides tools for rendering both raw LaTeX input and customizable templates, producing shareable, production-ready artifacts such as reports, resumes, and research papers.
- [giuseppe-coco/Google-Workspace-MCP-Server](https://github.com/giuseppe-coco/Google-Workspace-MCP-Server) 🐍 ☁️ 🍎 🪟 🐧 - MCP server that seamlessly interacts with your Google Calendar, Gmail, Drive and so on.
- [MarkusPfundstein/mcp-gsuite](https://github.com/MarkusPfundstein/mcp-gsuite) 🐍 ☁️ - Integration with gmail and Google Calendar.
- [takumi0706/google-calendar-mcp](https://github.com/takumi0706/google-calendar-mcp) 📇 ☁️ - An MCP server to interface with the Google Calendar API. Based on TypeScript.
From c6abab4838b983c68d7923b6d769563bc36fc912 Mon Sep 17 00:00:00 2001
From: samvas-codes <110348148+samvas-codes@users.noreply.github.com>
Date: Sun, 9 Nov 2025 21:54:45 -0800
Subject: [PATCH 297/504] Add new dawshund_mcp server
Added new MCP server to help with AWS IAM effective permissions analysis
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 818fae23..9f0b0528 100644
--- a/README.md
+++ b/README.md
@@ -1013,6 +1013,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [rad-security/mcp-server](https://github.com/rad-security/mcp-server) 📇 ☁️ - MCP server for RAD Security, providing AI-powered security insights for Kubernetes and cloud environments. This server provides tools for querying the Rad Security API and retrieving security findings, reports, runtime data and many more.
- [roadwy/cve-search_mcp](https://github.com/roadwy/cve-search_mcp) 🐍 🏠 - A Model Context Protocol (MCP) server for querying the CVE-Search API. This server provides comprehensive access to CVE-Search, browse vendor and product、get CVE per CVE-ID、get the last updated CVEs.
- [safedep/vet](https://github.com/safedep/vet/blob/main/docs/mcp.md) 🎖️ 🏎️ ☁️ 🍎 🪟 🐧 - vet-mcp checks open source packages—like those suggested by AI coding tools—for vulnerabilities and malicious code. It supports npm and PyPI, and runs locally via Docker or as a standalone binary for fast, automated vetting.
+- [samvas-codes/dawshund_mcp] (https://github.com/samvas-codes/dawshund_mcp) ☁️ 🏠 - An MCP server based on dAWShund to enumerate AWS IAM data, analyze effective permissions, and visualize access relationships across users, roles, and resources. Built for cloud security engineers who want fast, easy and effective insights into AWS identity risk.
- [sanyambassi/ciphertrust-manager-mcp-server](https://github.com/sanyambassi/ciphertrust-manager-mcp-server) 🐍 ☁️ 🏠 🐧 🪟 - MCP server for Thales CipherTrust Manager integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants.
- [sanyambassi/thales-cdsp-cakm-mcp-server](https://github.com/sanyambassi/thales-cdsp-cakm-mcp-server) 🐍 ☁️ 🏠 🐧 🪟 - MCP server for Thales CDSP CAKM integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants for Ms SQL and Oracle Databases.
- [sanyambassi/thales-cdsp-crdp-mcp-server](https://github.com/sanyambassi/thales-cdsp-crdp-mcp-server) 📇 ☁️ 🏠 🐧 🪟 - MCP server for Thales CipherTrust Manager RestFul Data Protection service.
From c2a460ce011b050f6b56717c223891c60d6b3bd4 Mon Sep 17 00:00:00 2001
From: Mohamed Ben
Date: Mon, 10 Nov 2025 16:34:22 +0100
Subject: [PATCH 298/504] add Tomba MCP server
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 818fae23..b3e654ca 100644
--- a/README.md
+++ b/README.md
@@ -858,7 +858,7 @@ Tools for creating and editing marketing content, working with web meta data, pr
- [pipeboard-co/meta-ads-mcp](https://github.com/pipeboard-co/meta-ads-mcp) 🐍 ☁️ 🏠 - Meta Ads automation that just works. Trusted by 10,000+ businesses to analyze performance, test creatives, optimize spend, and scale results — simply and reliably.
- [stape-io/stape-mcp-server](https://github.com/stape-io/stape-mcp-server) 📇 ☁️ – This project implements an MCP (Model Context Protocol) server for the Stape platform. It allows interaction with the Stape API using AI assistants like Claude or AI-powered IDEs like Cursor.
- [stape-io/google-tag-manager-mcp-server](https://github.com/stape-io/google-tag-manager-mcp-server) 📇 ☁️ – This server supports remote MCP connections, includes built-in Google OAuth, and provide an interface to the Google Tag Manager API.
-
+- [tomba-io/tomba-mcp-server](https://github.com/tomba-io/tomba-mcp-server) 📇 ☁️ - Email discovery, verification, and enrichment tools. Find email addresses, verify deliverability, enrich contact data, discover authors and LinkedIn profiles, validate phone numbers, and analyze technology stacks.
### 📊 Monitoring
From 929f1b0e82372ab483a8e17f4c7b73d8bf47d626 Mon Sep 17 00:00:00 2001
From: hkaanengin
Date: Tue, 11 Nov 2025 01:15:11 +0300
Subject: [PATCH 299/504] Add OpenDota MCP Server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 818fae23..9f677b49 100644
--- a/README.md
+++ b/README.md
@@ -781,6 +781,7 @@ Integration with gaming related data, game engines, and services
- [CoderGamester/mcp-unity](https://github.com/CoderGamester/mcp-unity) #️⃣ 🏠 - MCP Server for Unity3d Game Engine integration for game development
- [Coding-Solo/godot-mcp](https://github.com/Coding-Solo/godot-mcp) 📇 🏠 - A MCP server for interacting with the Godot game engine, providing tools for editing, running, debugging, and managing scenes in Godot projects.
- [ddsky/gamebrain-api-clients](https://github.com/ddsky/gamebrain-api-clients) ☁️ - Search and discover hundreds of thousands of video games on any platform through the [GameBrain API](https://gamebrain.co/api).
+- [hkaanengin/opendota-mcp-server](https://github.com/hkaanengin/opendota-mcp-server) 🐍 🏠 ☁️ - MCP server providing AI assistants with access to Dota 2 statistics via OpenDota API. 20+ tools for player stats, hero data, and match analysis with natural language support.
- [IvanMurzak/Unity-MCP](https://github.com/IvanMurzak/Unity-MCP) #️⃣ 🏠 🍎 🪟 🐧 - MCP Server for Unity Editor and for a game made with Unity
- [jiayao/mcp-chess](https://github.com/jiayao/mcp-chess) 🐍 🏠 - A MCP server playing chess against LLMs.
- [kkjdaniel/bgg-mcp](https://github.com/kkjdaniel/bgg-mcp) 🏎️ ☁️ - An MCP server that enables interaction with board game related data via the BoardGameGeek API (XML API2).
From aa6967c37ca44e8fb7ba4c48a57c902f821699e7 Mon Sep 17 00:00:00 2001
From: willian-nullisland
Date: Mon, 10 Nov 2025 23:59:04 -0300
Subject: [PATCH 300/504] Add Large File MCP to awesome list
Large File MCP provides intelligent file handling with:
- Smart chunking with automatic size detection
- Intelligent navigation and search
- Memory-efficient streaming
- Built-in LRU caching
- 91.8% test coverage
- Production ready
npm: @willianpinho/large-file-mcp
Docs: https://willianpinho.github.io/large-file-mcp/
GitHub: https://github.com/willianpinho/large-file-mcp
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 818fae23..fe33ed81 100644
--- a/README.md
+++ b/README.md
@@ -660,6 +660,7 @@ Provides direct access to local file systems with configurable permissions. Enab
- [hmk/box-mcp-server](https://github.com/hmk/box-mcp-server) 📇 ☁️ - Box integration for listing, reading and searching files
- [isaacphi/mcp-gdrive](https://github.com/isaacphi/mcp-gdrive) 📇 ☁️ - Model Context Protocol (MCP) Server for reading from Google Drive and editing Google Sheets.
- [jeannier/homebrew-mcp](https://github.com/jeannier/homebrew-mcp) 🐍 🏠 🍎 - Control your macOS Homebrew setup using natural language via this MCP server. Simply manage your packages, or ask for suggestions, troubleshoot brew issues etc.
+- [willianpinho/large-file-mcp](https://github.com/willianpinho/large-file-mcp) 📇 🏠 🍎 🪟 🐧 - Production-ready MCP server for intelligent handling of large files with smart chunking, navigation, streaming capabilities, regex search, and built-in LRU caching.
- [mamertofabian/mcp-everything-search](https://github.com/mamertofabian/mcp-everything-search) 🐍 🏠 🪟 - Fast Windows file search using Everything SDK
- [mark3labs/mcp-filesystem-server](https://github.com/mark3labs/mcp-filesystem-server) 🏎️ 🏠 - Golang implementation for local file system access.
- [mickaelkerjean/filestash](https://github.com/mickael-kerjean/filestash/tree/master/server/plugin/plg_handler_mcp) 🏎️ ☁️ - Remote Storage Access: SFTP, S3, FTP, SMB, NFS, WebDAV, GIT, FTPS, gcloud, azure blob, sharepoint, etc.
From 8b13e471502587442cb58df278825f46d5bdaca3 Mon Sep 17 00:00:00 2001
From: BB-fat <1056871944@qq.com>
Date: Tue, 11 Nov 2025 14:31:19 +0800
Subject: [PATCH 301/504] Add new BB-fat/browser-use-rs server
---
README-ja.md | 1 +
README-ko.md | 1 +
README-pt_BR.md | 1 +
README-th.md | 1 +
README-zh.md | 1 +
README-zh_TW.md | 1 +
README.md | 1 +
7 files changed, 7 insertions(+)
diff --git a/README-ja.md b/README-ja.md
index b6337cc3..691a882a 100644
--- a/README-ja.md
+++ b/README-ja.md
@@ -667,6 +667,7 @@ https://modelcontextprotocol.io/llms-full.txt
Webコンテンツのアクセスと自動化機能。AIに優しい形式でWebコンテンツを検索、スクレイピング、処理することができます。
+- [BB-fat/browser-use-rs](https://github.com/BB-fat/browser-use-rs) 🦀 - Rust製で依存関係ゼロの軽量ブラウザ自動化 MCP サーバー。
- [xspadex/bilibili-mcp](https://github.com/xspadex/bilibili-mcp.git) 📇 🏠 - FastMCPベースのツールで、Bilibiliのトレンド動画を取得し、標準MCPインターフェースを通じて公開
- [34892002/bilibili-mcp-js](https://github.com/34892002/bilibili-mcp-js) 📇 🏠 - Bilibiliコンテンツの検索をサポートするMCPサーバー。LangChain連携のサンプルとテストスクリプトを提供
- [automatalabs/mcp-server-playwright](https://github.com/Automata-Labs-team/MCP-Server-Playwright) 🐍 - Playwrightを使用したブラウザ自動化のためのMCPサーバー
diff --git a/README-ko.md b/README-ko.md
index 8572937b..43de63b5 100644
--- a/README-ko.md
+++ b/README-ko.md
@@ -110,6 +110,7 @@
### 📂 브라우저 자동화
웹 콘텐츠 접근 및 자동화 기능. AI 친화적인 형식으로 웹 콘텐츠 검색, 스크래핑 및 처리를 가능하게 합니다.
+- [BB-fat/browser-use-rs](https://github.com/BB-fat/browser-use-rs) 🦀 - Rust로 작성된 의존성 없는 경량 브라우저 자동화 MCP 서버.
- [@blackwhite084/playwright-plus-python-mcp](https://github.com/blackwhite084/playwright-plus-python-mcp) 🌐 - Playwright를 사용한 브라우저 자동화를 위한 MCP 파이썬 서버, llm에 더 적합
- [@executeautomation/playwright-mcp-server](https://github.com/executeautomation/mcp-playwright) 🌐⚡️ - 브라우저 자동화 및 웹 스크래핑을 위해 Playwright를 사용하는 MCP 서버
- [@automatalabs/mcp-server-playwright](https://github.com/Automata-Labs-team/MCP-Server-Playwright) 🌐 🖱️ - Playwright를 사용한 브라우저 자동화를 위한 MCP 서버
diff --git a/README-pt_BR.md b/README-pt_BR.md
index f3304f28..549e99bd 100644
--- a/README-pt_BR.md
+++ b/README-pt_BR.md
@@ -145,6 +145,7 @@ Acesse e explore coleções de arte, patrimônio cultural e bancos de dados de m
Acesso e recursos de automação de conteúdo web. Permite pesquisar, extrair e processar conteúdo web em formatos amigáveis para IA.
+- [BB-fat/browser-use-rs](https://github.com/BB-fat/browser-use-rs) 🦀 - Servidor MCP leve de automação de navegador em Rust, sem dependências externas.
- [34892002/bilibili-mcp-js](https://github.com/34892002/bilibili-mcp-js) 📇 🏠 - Um servidor MCP que suporta a pesquisa de conteúdo do Bilibili. Fornece exemplos de integração com LangChain e scripts de teste.
- [automatalabs/mcp-server-playwright](https://github.com/Automata-Labs-team/MCP-Server-Playwright) 🐍 - Um servidor MCP para automação de navegador usando Playwright
- [blackwhite084/playwright-plus-python-mcp](https://github.com/blackwhite084/playwright-plus-python-mcp) 🐍 - Um servidor MCP em python usando Playwright para automação de navegador, mais adequado para LLM
diff --git a/README-th.md b/README-th.md
index f7e8c48f..91e0efe9 100644
--- a/README-th.md
+++ b/README-th.md
@@ -133,6 +133,7 @@
ความสามารถในการเข้าถึงและทำงานอัตโนมัติกับเว็บ ช่วยให้สามารถค้นหา ดึงข้อมูล และประมวลผลเนื้อหาเว็บในรูปแบบที่เป็นมิตรกับ AI
+- [BB-fat/browser-use-rs](https://github.com/BB-fat/browser-use-rs) 🦀 - เซิร์ฟเวอร์ MCP สำหรับการทำงานอัตโนมัติของเบราว์เซอร์ที่มีน้ำหนักเบา เขียนด้วย Rust และไม่มีการพึ่งพาภายนอก.
- [34892002/bilibili-mcp-js](https://github.com/34892002/bilibili-mcp-js) 📇 🏠 - เซิร์ฟเวอร์ MCP ที่สนับสนุนการค้นหาเนื้อหา Bilibili พร้อมตัวอย่างการผสานรวม LangChain และสคริปต์ทดสอบ
- [automatalabs/mcp-server-playwright](https://github.com/Automata-Labs-team/MCP-Server-Playwright) 🐍 - เซิร์ฟเวอร์ MCP สำหรับการทำงานอัตโนมัติของเบราว์เซอร์โดยใช้ Playwright
- [blackwhite084/playwright-plus-python-mcp](https://github.com/blackwhite084/playwright-plus-python-mcp) 🐍 - เซิร์ฟเวอร์ MCP Python ที่ใช้ Playwright สำหรับการทำงานอัตโนมัติของเบราว์เซอร์ เหมาะสำหรับ llm มากขึ้น
diff --git a/README-zh.md b/README-zh.md
index bc27e2b9..79d9cf8a 100644
--- a/README-zh.md
+++ b/README-zh.md
@@ -113,6 +113,7 @@
### 📂 浏览器自动化
Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和处理 Web 内容。
+- [BB-fat/browser-use-rs](https://github.com/BB-fat/browser-use-rs) 🦀 - 使用 Rust 构建的轻量级浏览器自动化 MCP 服务器，无任何外部依赖。
- [@blackwhite084/playwright-plus-python-mcp](https://github.com/blackwhite084/playwright-plus-python-mcp) 🌐 - 使用 Playwright 进行浏览器自动化的 MCP 服务器，更适合llm
* [eat-pray-ai/yutu](https://github.com/eat-pray-ai/yutu) 🏎️ 🏠 🍎 🐧 🪟 - 全功能 YouTube MCP 服务器和命令行工具，自动化 YouTube 运营
- [@executeautomation/playwright-mcp-server](https://github.com/executeautomation/mcp-playwright) 🌐⚡️ - 使用 Playwright 进行浏览器自动化和网页抓取的 MCP 服务器
diff --git a/README-zh_TW.md b/README-zh_TW.md
index b340e275..f20c05c6 100644
--- a/README-zh_TW.md
+++ b/README-zh_TW.md
@@ -102,6 +102,7 @@
### 📂 瀏覽器自動化
Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和處理 Web 內容。
+- [BB-fat/browser-use-rs](https://github.com/BB-fat/browser-use-rs) 🦀 - 由 Rust 打造的輕量級瀏覽器自動化 MCP 伺服器，無需任何外部相依。
- [@blackwhite084/playwright-plus-python-mcp](https://github.com/blackwhite084/playwright-plus-python-mcp) 🌐 - 使用 Playwright 進行瀏覽器自動化的 MCP 伺服器，更適合llm
* [eat-pray-ai/yutu](https://github.com/eat-pray-ai/yutu) 🏎️ 🏠 🍎 🐧 🪟 - 全功能 YouTube MCP 伺服器和命令行工具，自動化 YouTube 營運
- [@executeautomation/playwright-mcp-server](https://github.com/executeautomation/mcp-playwright) 🌐⚡️ - 使用 Playwright 進行瀏覽器自動化和網頁抓取的 MCP 伺服器
diff --git a/README.md b/README.md
index 818fae23..28e3e958 100644
--- a/README.md
+++ b/README.md
@@ -187,6 +187,7 @@ Design and visualize software architecture, system diagrams, and technical docum
Web content access and automation capabilities. Enables searching, scraping, and processing web content in AI-friendly formats.
+- [BB-fat/browser-use-rs](https://github.com/BB-fat/browser-use-rs) 🦀 Lightweight browser automation MCP server in Rust with zero dependencies.
- [34892002/bilibili-mcp-js](https://github.com/34892002/bilibili-mcp-js) 📇 🏠 - A MCP server that supports searching for Bilibili content. Provides LangChain integration examples and test scripts.
- [agent-infra/mcp-server-browser](https://github.com/bytedance/UI-TARS-desktop/tree/main/packages/agent-infra/mcp-servers/browser) 📇 🏠 - Browser automation capabilities using Puppeteer, both support local and remote browser connection.
- [automatalabs/mcp-server-playwright](https://github.com/Automata-Labs-team/MCP-Server-Playwright) 🐍 - An MCP server for browser automation using Playwright
From 80adc3f24243bed493ad6f621bfa5cc4011c917f Mon Sep 17 00:00:00 2001
From: bitcoinwarrior1
Date: Wed, 12 Nov 2025 13:05:29 +1100
Subject: [PATCH 302/504] add system-prompts-mcp-server
---
README-ja.md | 1 +
README-ko.md | 1 +
README-pt_BR.md | 1 +
README-th.md | 1 +
README-zh.md | 1 +
README-zh_TW.md | 1 +
README.md | 1 +
7 files changed, 7 insertions(+)
diff --git a/README-ja.md b/README-ja.md
index b6337cc3..4a0f1e33 100644
--- a/README-ja.md
+++ b/README-ja.md
@@ -298,6 +298,7 @@ aliyun/alibabacloud-tablestore-mcp-server ☕ 🐍 ☁️ - 阿里云表格存
開発ワークフローと環境管理を強化するツールと統合。
+- [JamesANZ/system-prompts-mcp-server](https://github.com/JamesANZ/system-prompts-mcp-server) 📇 🏠 🍎 🪟 🐧 - 多数のコーディングアシスタント向けシステムプロンプトを MCP ツールとして公開し、モデル感知のレコメンドとペルソナ切り替えで Cursor や Devin などを再現できます。
- [Hypersequent/qasphere-mcp](https://github.com/Hypersequent/qasphere-mcp) 🎖️ 📇 ☁️ - [QA Sphere](https://qasphere.com/)テスト管理システムとの統合。LLMがテストケースを発見、要約、操作できるようにし、AI搭載IDEから直接アクセス可能
- [QuantGeekDev/docker-mcp](https://github.com/QuantGeekDev/docker-mcp) 🏎️ 🏠 - MCPを通じたDockerコンテナの管理と操作
- [zcaceres/fetch-mcp](https://github.com/zcaceres/fetch-mcp) 📇 🏠 - JSON、テキスト、HTMLデータを柔軟に取得するためのMCPサーバー
diff --git a/README-ko.md b/README-ko.md
index 8572937b..33e6db4d 100644
--- a/README-ko.md
+++ b/README-ko.md
@@ -272,6 +272,7 @@
개발 워크플로우 및 환경 관리를 향상시키는 도구 및 통합.
+- [JamesANZ/system-prompts-mcp-server](https://github.com/JamesANZ/system-prompts-mcp-server) 📇 🏠 🍎 🪟 🐧 - 수많은 코딩 어시스턴트용 시스템 프롬프트를 MCP 도구로 제공하며, 모델 인식 추천과 페르소나 전환으로 Cursor와 Devin 같은 에이전트를 재현합니다.
- [21st-dev/Magic-MCP](https://github.com/21st-dev/magic-mcp) - 최고의 21st.dev 디자인 엔지니어에게서 영감을 받은 맞춤형 UI 컴포넌트 생성.
- [Hypersequent/qasphere-mcp](https://github.com/Hypersequent/qasphere-mcp) 🎖️ 📇 ☁️ - [QA Sphere](https://qasphere.com/) 테스트 관리 시스템과의 통합. LLM이 테스트 케이스를 발견, 요약, 상호작용할 수 있도록 하며 AI 기반 IDE에서 직접 접근 가능
- [Coment-ML/Opik-MCP](https://github.com/comet-ml/opik-mcp) 🎖️ 📇 ☁️ 🏠 - Opik이 캡처한 LLM 관찰 가능성, 추적 및 모니터링 데이터와 자연어로 대화합니다.
diff --git a/README-pt_BR.md b/README-pt_BR.md
index f3304f28..220593a1 100644
--- a/README-pt_BR.md
+++ b/README-pt_BR.md
@@ -278,6 +278,7 @@ Plataformas de dados para integração, transformação e orquestração de pipe
Ferramentas e integrações que aprimoram o fluxo de trabalho de desenvolvimento e o gerenciamento de ambiente.
+- [JamesANZ/system-prompts-mcp-server](https://github.com/JamesANZ/system-prompts-mcp-server) 📇 🏠 🍎 🪟 🐧 - Publica um amplo catálogo de prompts de assistentes de código como ferramentas MCP, com recomendações sensíveis ao modelo e ativação de persona para simular agentes como Cursor ou Devin.
- [21st-dev/Magic-MCP](https://github.com/21st-dev/magic-mcp) - Crie componentes UI refinados inspirados pelos melhores engenheiros de design da 21st.dev.
- [Hypersequent/qasphere-mcp](https://github.com/Hypersequent/qasphere-mcp) 🎖️ 📇 ☁️ - Integração com o sistema de gerenciamento de testes [QA Sphere](https://qasphere.com/), permitindo que LLMs descubram, resumam e interajam com casos de teste diretamente de IDEs com IA
- [admica/FileScopeMCP](https://github.com/admica/FileScopeMCP) 🐍 📇 🦀 - Analisa sua base de código identificando arquivos importantes com base em relacionamentos de dependência. Gera diagramas e pontuações de importância, ajudando assistentes de IA a entender a base de código.
diff --git a/README-th.md b/README-th.md
index f7e8c48f..aa8aeb81 100644
--- a/README-th.md
+++ b/README-th.md
@@ -268,6 +268,7 @@
เครื่องมือและการผสานรวมที่ปรับปรุงเวิร์กโฟลว์การพัฒนาและการจัดการสภาพแวดล้อม
+- [JamesANZ/system-prompts-mcp-server](https://github.com/JamesANZ/system-prompts-mcp-server) 📇 🏠 🍎 🪟 🐧 - เปิดคลังพรอมต์ผู้ช่วยเขียนโค้ดจำนวนมากเป็นเครื่องมือ MCP พร้อมการแนะนำตามโมเดลและการสลับบุคลิก เพื่อจำลองเอเจนต์อย่าง Cursor หรือ Devin ได้ทันที
- [21st-dev/Magic-MCP](https://github.com/21st-dev/magic-mcp) - สร้างส่วนประกอบ UI ที่สร้างขึ้นอย่างประณีตซึ่งได้รับแรงบันดาลใจจากวิศวกรออกแบบที่ดีที่สุดของ 21st.dev
- [Hypersequent/qasphere-mcp](https://github.com/Hypersequent/qasphere-mcp) 🎖️ 📇 ☁️ - การรวมกับระบบจัดการทดสอบ [QA Sphere](https://qasphere.com/) ช่วยให้ LLM สามารถค้นพบ สรุป และโต้ตอบกับกรณีทดสอบได้โดยตรงจาก IDE ที่ขับเคลื่อนด้วย AI
- [admica/FileScopeMCP](https://github.com/admica/FileScopeMCP) 🐍 📇 🦀 - วิเคราะห์โค้ดเบสของคุณโดยระบุไฟล์สำคัญตามความสัมพันธ์ของการพึ่งพา สร้างไดอะแกรมและคะแนนความสำคัญ ช่วยให้ผู้ช่วย AI เข้าใจโค้ดเบส
diff --git a/README-zh.md b/README-zh.md
index bc27e2b9..419f7eb0 100644
--- a/README-zh.md
+++ b/README-zh.md
@@ -290,6 +290,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
增强开发工作流程和环境管理的工具和集成。
+- [JamesANZ/system-prompts-mcp-server](https://github.com/JamesANZ/system-prompts-mcp-server) 📇 🏠 🍎 🪟 🐧 - 将大量编码助手的系统提示提供为 MCP 工具，支持模型感知推荐与人格激活，可模拟 Cursor、Devin 等代理。
- [21st-dev/Magic-MCP](https://github.com/21st-dev/magic-mcp) - 打造受21世纪顶尖设计工程师启发的精致UI组件。
- [Hypersequent/qasphere-mcp](https://github.com/Hypersequent/qasphere-mcp) 🎖️ 📇 ☁️ - 与[QA Sphere](https://qasphere.com/)测试管理系统集成，使LLM能够发现、总结和操作测试用例，并可直接从AI驱动的IDE访问
- [Coment-ML/Opik-MCP](https://github.com/comet-ml/opik-mcp) 🎖️ 📇 ☁️ 🏠 - 使用自然语言与您的LLM可观测性、Opik捕获的追踪和监控数据进行对话。
diff --git a/README-zh_TW.md b/README-zh_TW.md
index b340e275..9d04188b 100644
--- a/README-zh_TW.md
+++ b/README-zh_TW.md
@@ -239,6 +239,7 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和
增強開發工作流程和環境管理的工具和集成。
+- [JamesANZ/system-prompts-mcp-server](https://github.com/JamesANZ/system-prompts-mcp-server) 📇 🏠 🍎 🪟 🐧 - 將大量程式開發助手的系統提示轉為 MCP 工具，具備模型感知推薦與人格啟用，可模擬 Cursor、Devin 等代理。
- [Hypersequent/qasphere-mcp](https://github.com/Hypersequent/qasphere-mcp) 🎖️ 📇 ☁️ - 與[QA Sphere](https://qasphere.com/)測試管理系統整合，使LLM能夠發現、總結和操作測試用例，並可直接從AI驅動的IDE訪問
- [QuantGeekDev/docker-mcp](https://github.com/QuantGeekDev/docker-mcp) 🏎️ 🏠 - 通過 MCP 進行 Docker 容器管理和操作
- [zcaceres/fetch-mcp](https://github.com/zcaceres/fetch-mcp) 📇 🏠 - 一個靈活獲取 JSON、文本和 HTML 數據的 MCP 伺服器
diff --git a/README.md b/README.md
index 58d4a96e..e0ee60f8 100644
--- a/README.md
+++ b/README.md
@@ -549,6 +549,7 @@ Tools and integrations that enhance the development workflow and environment man
- [kadykov/mcp-openapi-schema-explorer](https://github.com/kadykov/mcp-openapi-schema-explorer) 📇 ☁️ 🏠 - Token-efficient access to OpenAPI/Swagger specs via MCP Resources.
- [lamemind/mcp-server-multiverse](https://github.com/lamemind/mcp-server-multiverse) 📇 🏠 🛠️ - A middleware server that enables multiple isolated instances of the same MCP servers to coexist independently with unique namespaces and configurations.
- [langfuse/mcp-server-langfuse](https://github.com/langfuse/mcp-server-langfuse) 🐍 🏠 - MCP server to access and manage LLM application prompts created with [Langfuse]([https://langfuse.com/](https://langfuse.com/docs/prompts/get-started)) Prompt Management.
+- [JamesANZ/system-prompts-mcp-server](https://github.com/JamesANZ/system-prompts-mcp-server) 📇 🏠 🍎 🪟 🐧 - Exposes a large catalog of coding assistant prompts as MCP tools with model-aware suggestions and persona activation to emulate agents like Cursor or Devin.
- [linw1995/nvim-mcp](https://github.com/linw1995/nvim-mcp) 🦀 🏠 🍎 🪟 🐧 - A MCP server to interact with Neovim
- [lpigeon/ros-mcp-server](https://github.com/lpigeon/ros-mcp-server) 🐍 🏠 🍎 🪟 🐧 - The ROS MCP Server supports robot control by converting user-issued natural language commands into ROS or ROS2 control commands.
- [lpigeon/unitree-go2-mcp-server](https://github.com/lpigeon/unitree-go2-mcp-server) 🐍 🏠 🐧 - The Unitree Go2 MCP Server is a server built on the MCP that enables users to control the Unitree Go2 robot using natural language commands interpreted by a LLM.
From 3b28e7b7cd1b686ffb6f26fba84904a3131b5d47 Mon Sep 17 00:00:00 2001
From: Net-assembly
Date: Wed, 12 Nov 2025 13:27:59 +0100
Subject: [PATCH 303/504] New MCP servers
Kash.click is a business management solution including a point of sale software. This provides the possibility to record sales data in a dedicated software and get HMAC-sha256 certified accounting data that prooves inalterability of collected data
P-Link MCP is an implementation of the 402 HTTP response code, and the coinbase x402 protocol on Solana
---
README.md | 2 ++
1 file changed, 2 insertions(+)
diff --git a/README.md b/README.md
index 818fae23..efe7497a 100644
--- a/README.md
+++ b/README.md
@@ -468,6 +468,7 @@ Data Platforms for data integration, transformation and pipeline orchestration.
- [mattijsdp/dbt-docs-mcp](https://github.com/mattijsdp/dbt-docs-mcp) 🐍 🏠 - MCP server for dbt-core (OSS) users as the official dbt MCP only supports dbt Cloud. Supports project metadata, model and column-level lineage and dbt documentation.
- [yashshingvi/databricks-genie-MCP](https://github.com/yashshingvi/databricks-genie-MCP) 🐍 ☁️ - A server that connects to the Databricks Genie API, allowing LLMs to ask natural language questions, run SQL queries, and interact with Databricks conversational agents.
- [alkemiai/alkemi-mcp](https://github.com/alkemi-ai/alkemi-mcp) 📇 ☁️ - MCP Server for natural language querying of Snowflake, Google BigQuery, and DataBricks Data Products through Alkemi.ai.
+- [paracetamol951/caisse-enregistreuse-mcp-server](https://github.com/paracetamol951/caisse-enregistreuse-mcp-server) 🏠 🐧 🍎 ☁️ - Allows you to automate or monitor business operations, sales recorder, POS software, CRM.
### 💻 Developer Tools
@@ -612,6 +613,7 @@ Tools and integrations that enhance the development workflow and environment man
- [zcaceres/fetch-mcp](https://github.com/zcaceres/fetch-mcp) 📇 🏠 - An MCP server to flexibly fetch JSON, text, and HTML data
- [zenml-io/mcp-zenml](https://github.com/zenml-io/mcp-zenml) 🐍 🏠 ☁️ - An MCP server to connect with your [ZenML](https://www.zenml.io) MLOps and LLMOps pipelines
- [zillow/auto-mobile](https://github.com/zillow/auto-mobile) 📇 🏠 🐧 - Tool suite built around an MCP server for Android automation for developer workflow and testing
+- [paracetamol951/P-Link-MCP](https://github.com/paracetamol951/P-Link-MCP) 🏠 🐧 🍎 ☁️ - Implementation of HTTP 402 (payment required http code) relying on Solana
### 🔒 Delivery
From 8b2bec60647d48ec5fce421088cac86f2d76592c Mon Sep 17 00:00:00 2001
From: Henry Lydecker
Date: Thu, 13 Nov 2025 17:06:51 +1100
Subject: [PATCH 304/504] Add UCSC Genome MCP server link to README
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index efe7497a..d6244370 100644
--- a/README.md
+++ b/README.md
@@ -173,6 +173,7 @@ Design and visualize software architecture, system diagrams, and technical docum
### Biology, Medicine and Bioinformatics
- [genomoncology/biomcp](https://github.com/genomoncology/biomcp) 🐍 ☁️ - Biomedical research MCP server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info.
+- [hlydecker/ucsc-genome-mcp](https://github.com/hlydecker/ucsc-genome-mcp) 🐍 ☁️ - MCP server to interact with the UCSC Genome Browser API, letting you find genomes, chromosomes, and more.
- [longevity-genie/biothings-mcp](https://github.com/longevity-genie/biothings-mcp) 🐍 🏠 ☁️ - MCP server to interact with the BioThings API, including genes, genetic variants, drugs, and taxonomic information.
- [longevity-genie/gget-mcp](https://github.com/longevity-genie/gget-mcp) 🐍 🏠 ☁️ - MCP server providing a powerful bioinformatics toolkit for genomics queries and analysis, wrapping the popular `gget` library.
- [longevity-genie/opengenes-mcp](https://github.com/longevity-genie/opengenes-mcp) 🎖️ 🐍 🏠 ☁️ - MCP server for a queryable database for aging and longevity research from the OpenGenes project.
From 07e29b8041e9709d2bf4c29bb3f85dc4b6680f5f Mon Sep 17 00:00:00 2001
From: Anthony Zboralski
Date: Thu, 13 Nov 2025 12:36:19 +0000
Subject: [PATCH 305/504] Add ida-headless-mcp server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index efe7497a..58c65762 100644
--- a/README.md
+++ b/README.md
@@ -1007,6 +1007,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [jyjune/mcp_vms](https://github.com/jyjune/mcp_vms) 🐍 🏠 🪟 - A Model Context Protocol (MCP) server designed to connect to a CCTV recording program (VMS) to retrieve recorded and live video streams. It also provides tools to control the VMS software, such as showing live or playback dialogs for specific channels at specified times.
- [LaurieWired/GhidraMCP](https://github.com/LaurieWired/GhidraMCP) ☕ 🏠 - A Model Context Protocol server for Ghidra that enables LLMs to autonomously reverse engineer applications. Provides tools for decompiling binaries, renaming methods and data, and listing methods, classes, imports, and exports.
- [mobb-dev/mobb-vibe-shield-mcp](https://github.com/mobb-dev/bugsy?tab=readme-ov-file#model-context-protocol-mcp-server) 🎖️ 📇 ☁️ 🍎 🪟 🐧 - [Mobb Vibe Shield](https://vibe.mobb.ai/) identifies and remediates vulnerabilities in both human and AI-written code, ensuring your applications remain secure without slowing development.
+- [zboralski/ida-headless-mcp](https://github.com/zboralski/ida-headless-mcp) 🏎️ 🐍 🏠 🍎 🪟 🐧 - Headless IDA Pro binary analysis via MCP. Multi-session concurrency with Go orchestration and Python workers. Supports Il2CppDumper and Blutter metadata import for Unity and Flutter reverse engineering.
- [mrexodia/ida-pro-mcp](https://github.com/mrexodia/ida-pro-mcp) 🐍 🏠 - MCP server for IDA Pro, allowing you to perform binary analysis with AI assistants. This plugin implement decompilation, disassembly and allows you to generate malware analysis reports automatically.
- [nickpending/mcp-recon](https://github.com/nickpending/mcp-recon) 🏎️ 🏠 - Conversational recon interface and MCP server powered by httpx and asnmap. Supports various reconnaissance levels for domain analysis, security header inspection, certificate analysis, and ASN lookup.
- [panther-labs/mcp-panther](https://github.com/panther-labs/mcp-panther) 🎖️ 🐍 ☁️ 🍎 - MCP server that enables security professionals to interact with Panther's SIEM platform using natural language for writing detections, querying logs, and managing alerts.
From 07568f4762c7496cf30dde89e137f450c4729440 Mon Sep 17 00:00:00 2001
From: Avinash Sangle
Date: Fri, 14 Nov 2025 10:15:08 +0530
Subject: [PATCH 306/504] Add Jenkins MCP server to Developer Tools
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index e2b3507b..6b93ce78 100644
--- a/README.md
+++ b/README.md
@@ -468,6 +468,7 @@ Tools and integrations that enhance the development workflow and environment man
- [wyattjoh/jsr-mcp](https://github.com/wyattjoh/jsr-mcp) 📇 ☁️ - Model Context Protocol server for the JSR (JavaScript Registry)
- [augmnt/augments-mcp-server](https://github.com/augmnt/augments-mcp-server) 📇 ☁️ 🏠 - Transform Claude Code with intelligent, real-time access to 90+ framework documentation sources. Get accurate, up-to-date code generation that follows current best practices for React, Next.js, Laravel, FastAPI, Tailwind CSS, and more.
- [automation-ai-labs/mcp-link](https://github.com/automation-ai-labs/mcp-link) 🏎️ 🏠 - Seamlessly Integrate Any API with AI Agents (with OpenAPI Schema)
+- [avisangle/jenkins-mcp-server](https://github.com/avisangle/jenkins-mcp-server) 🐍 🏠 🍎 🪟 🐧 - Enterprise-grade Jenkins CI/CD integration with multi-tier caching, pipeline monitoring, artifact management, and batch operations. Features 21 MCP tools for job management, build status tracking, and queue management with CSRF protection and 2FA support.
- [axliupore/mcp-code-runner](https://github.com/axliupore/mcp-code-runner) 📇 🏠 - An MCP server for running code locally via Docker and supporting multiple programming languages.
- [azer/react-analyzer-mcp](https://github.com/azer/react-analyzer-mcp) 📇 🏠 - Analyze React code locally, generate docs / llm.txt for whole project at once
- [bucketco/bucket-javascript-sdk#cli](https://github.com/bucketco/bucket-javascript-sdk/tree/main/packages/cli#model-context-protocol) 🎖️ 📇 ☁️ - Flag features directly from chat in your IDE with [Bucket](https://bucket.co).
From 244df22e0096c7a59d9d9d247ade71e5d460ea15 Mon Sep 17 00:00:00 2001
From: bardiamaleki
Date: Sat, 15 Nov 2025 01:21:37 +0330
Subject: [PATCH 307/504] README-fa-ir
---
README-fa-ir.md | 1285 +++++++++++++++++++++++++++++++++++++++++++++++
1 file changed, 1285 insertions(+)
create mode 100644 README-fa-ir.md
diff --git a/README-fa-ir.md b/README-fa-ir.md
new file mode 100644
index 00000000..21efc184
--- /dev/null
+++ b/README-fa-ir.md
@@ -0,0 +1,1285 @@
+--- شروع فایل README.md ---
+
+# سرورهای MCP عالی [](https://awesome.re)
+
+[](README-th.md)
+[](README.md)
+[](README-zh_TW.md)
+[](README-zh.md)
+[](README-ja.md)
+[](README-ko.md)
+[](README-pt_BR.md)
+[](https://glama.ai/mcp/discord)
+[](https://www.reddit.com/r/mcp/)
+
+یک لیست منتخب از سرورهای عالی Model Context Protocol (MCP).
+
+* [MCP چیست؟](#what-is-mcp)
+* [کلاینتها](#clients)
+* [آموزشها](#tutorials)
+* [جامعه](#community)
+* [راهنما](#legend)
+* [پیادهسازیهای سرور](#server-implementations)
+* [چارچوبها](#frameworks)
+* [نکات و ترفندها](#tips-and-tricks)
+
+## MCP چیست؟
+
+[MCP](https://modelcontextprotocol.io/) یک پروتکل باز است که به مدلهای هوش مصنوعی امکان تعامل امن با منابع محلی و راه دور را از طریق پیادهسازیهای سرور استاندارد شده میدهد. این لیست بر روی سرورهای MCP آماده برای تولید و آزمایشی تمرکز دارد که قابلیتهای هوش مصنوعی را از طریق دسترسی به فایل، اتصالات پایگاه داده، یکپارچهسازی API و سایر خدمات متنی گسترش میدهند.
+
+## کلاینتها
+
+[awesome-mcp-clients](https://github.com/punkpeye/awesome-mcp-clients/) و [glama.ai/mcp/clients](https://glama.ai/mcp/clients) را بررسی کنید.
+
+> [!TIP]
+> [Glama Chat](https://glama.ai/chat) یک کلاینت هوش مصنوعی چندوجهی با پشتیبانی از MCP و [دروازه هوش مصنوعی](https://glama.ai/gateway) است.
+
+## آموزشها
+
+* [شروع سریع پروتکل زمینه مدل (MCP)](https://glama.ai/blog/2024-11-25-model-context-protocol-quickstart)
+* [تنظیم برنامه دسکتاپ Claude برای استفاده از پایگاه داده SQLite](https://youtu.be/wxCCzo9dGj0)
+
+## جامعه
+
+* [r/mcp Reddit](https://www.reddit.com/r/mcp)
+* [سرور دیسکورد](https://glama.ai/mcp/discord)
+
+## راهنما
+
+* 🎖️ – پیادهسازی رسمی
+* زبان برنامهنویسی
+ * 🐍 – کدبیس Python
+ * 📇 – کدبیس TypeScript (یا JavaScript)
+ * 🏎️ – کدبیس Go
+ * 🦀 – کدبیس Rust
+ * #️⃣ - کدبیس C#
+ * ☕ - کدبیس Java
+ * 🌊 – کدبیس C/C++
+ * 💎 - کدبیس Ruby
+
+* دامنه
+ * ☁️ - سرویس ابری
+ * 🏠 - سرویس محلی
+ * 📟 - سیستمهای تعبیهشده
+* سیستم عامل
+ * 🍎 – برای macOS
+ * 🪟 – برای Windows
+ * 🐧 - برای Linux
+
+> [!NOTE]
+> در مورد محلی 🏠 در مقابل ابری ☁️ گیج شدهاید؟
+> * از محلی استفاده کنید زمانی که سرور MCP با یک نرمافزار نصب شده محلی صحبت میکند، به عنوان مثال کنترل مرورگر Chrome را به دست میگیرد.
+> * از ابری استفاده کنید زمانی که سرور MCP با APIهای راه دور صحبت میکند، به عنوان مثال API هواشناسی.
+
+## پیادهسازیهای سرور
+
+> [!NOTE]
+> ما اکنون یک [دایرکتوری مبتنی بر وب](https://glama.ai/mcp/servers) داریم که با مخزن همگامسازی شده است.
+
+* 🔗 - [تجمیعکنندهها](#aggregators)
+* 🎨 - [هنر و فرهنگ](#art-and-culture)
+* 📐 - [معماری و طراحی](#architecture-and-design)
+* 📂 - [اتوماسیون مرورگر](#browser-automation)
+* 🧬 - [زیستشناسی، پزشکی و بیوانفورماتیک](#bio)
+* ☁️ - [پلتفرمهای ابری](#cloud-platforms)
+* 👨💻 - [اجرای کد](#code-execution)
+* 🤖 - [عاملهای کدنویسی](#coding-agents)
+* 🖥️ - [خط فرمان](#command-line)
+* 💬 - [ارتباطات](#communication)
+* 👤 - [پلتفرمهای داده مشتری](#customer-data-platforms)
+* 🗄️ - [پایگاههای داده](#databases)
+* 📊 - [پلتفرمهای داده](#data-platforms)
+* 🚚 - [تحویل](#delivery)
+* 🛠️ - [ابزارهای توسعهدهنده](#developer-tools)
+* 🧮 - [ابزارهای علم داده](#data-science-tools)
+* 📟 - [سیستم تعبیهشده](#embedded-system)
+* 📂 - [سیستمهای فایل](#file-systems)
+* 💰 - [مالی و فینتک](#finance--fintech)
+* 🎮 - [بازی](#gaming)
+* 🧠 - [دانش و حافظه](#knowledge--memory)
+* 🗺️ - [خدمات مکانی](#location-services)
+* 🎯 - [بازاریابی](#marketing)
+* 📊 - [نظارت](#monitoring)
+* 🎥 - [پردازش چندرسانهای](#multimedia-process)
+* 🔎 - [جستجو و استخراج داده](#search)
+* 🔒 - [امنیت](#security)
+* 🌐 - [رسانههای اجتماعی](#social-media)
+* 🏃 - [ورزش](#sports)
+* 🎧 - [پشتیبانی و مدیریت خدمات](#support-and-service-management)
+* 🌎 - [خدمات ترجمه](#translation-services)
+* 🎧 - [تبدیل متن به گفتار](#text-to-speech)
+* 🚆 - [سفر و حمل و نقل](#travel-and-transportation)
+* 🔄 - [کنترل نسخه](#version-control)
+* 🏢 - [محیط کار و بهرهوری](#workplace-and-productivity)
+* 🛠️ - [سایر ابزارها و یکپارچهسازیها](#other-tools-and-integrations)
+
+
+### 🔗 تجمیعکنندهها
+
+سرورهایی برای دسترسی به بسیاری از برنامهها و ابزارها از طریق یک سرور MCP واحد.
+
+- [1mcp/agent](https://github.com/1mcp-app/agent) 📇 ☁️ 🏠 🍎 🪟 🐧 - یک پیادهسازی سرور Model Context Protocol یکپارچه که چندین سرور MCP را در یک سرور تجمیع میکند.
+- [duaraghav8/MCPJungle](https://github.com/duaraghav8/MCPJungle) 🏎️ 🏠 - رجیستری سرور MCP خودمیزبان برای عاملهای هوش مصنوعی سازمانی
+- [glenngillen/mcpmcp-server](https://github.com/glenngillen/mcpmcp-server) ☁️ 📇 🍎 🪟 🐧 - لیستی از سرورهای MCP تا بتوانید از کلاینت خود بپرسید از کدام سرورها برای بهبود گردش کار روزانه خود میتوانید استفاده کنید.
+- [hamflx/imagen3-mcp](https://github.com/hamflx/imagen3-mcp) 📇 🏠 🪟 🍎 🐧 - یک ابزار قدرتمند تولید تصویر با استفاده از API Imagen 3.0 گوگل از طریق MCP. تولید تصاویر با کیفیت بالا از طریق دستورات متنی با کنترلهای پیشرفته عکاسی، هنری و فوتورئالیستی.
+- [julien040/anyquery](https://github.com/julien040/anyquery) 🏎️ 🏠 ☁️ - بیش از ۴۰ برنامه را با یک باینری با استفاده از SQL کوئری کنید. همچنین میتواند به پایگاه داده سازگار با PostgreSQL، MySQL یا SQLite شما متصل شود. طراحی شده به صورت محلی-اول و خصوصی.
+- [metatool-ai/metatool-app](https://github.com/metatool-ai/metatool-app) 📇 ☁️ 🏠 🍎 🪟 🐧 - MetaMCP یک سرور میانافزار MCP یکپارچه است که اتصالات MCP شما را با رابط کاربری گرافیکی مدیریت میکند.
+- [mindsdb/mindsdb](https://github.com/mindsdb/mindsdb) - دادهها را در پلتفرمها و پایگاههای داده مختلف با [MindsDB به عنوان یک سرور MCP واحد](https://docs.mindsdb.com/mcp/overview) متصل و یکپارچه کنید.
+- [PipedreamHQ/pipedream](https://github.com/PipedreamHQ/pipedream/tree/master/modelcontextprotocol) ☁️ 🏠 - با ۲۵۰۰ API با بیش از ۸۰۰۰ ابزار از پیش ساخته شده متصل شوید و سرورها را برای کاربران خود، در برنامه خودتان مدیریت کنید.
+- [sitbon/magg](https://github.com/sitbon/magg) 🍎 🪟 🐧 ☁️ 🏠 🐍 - Magg: یک سرور متا-MCP که به عنوان یک هاب جهانی عمل میکند و به LLMها اجازه میدهد تا به طور خودکار چندین سرور MCP را کشف، نصب و هماهنگ کنند - اساساً به دستیاران هوش مصنوعی این قدرت را میدهد که قابلیتهای خود را در صورت تقاضا گسترش دهند.
+- [SureScaleAI/openai-gpt-image-mcp](https://github.com/SureScaleAI/openai-gpt-image-mcp) 📇 ☁️ - سرور MCP تولید/ویرایش تصویر OpenAI GPT.
+- [sxhxliang/mcp-access-point](https://github.com/sxhxliang/mcp-access-point) 📇 ☁️ 🏠 🍎 🪟 🐧 - یک سرویس وب را با یک کلیک و بدون هیچ گونه تغییر در کد، به یک سرور MCP تبدیل کنید.
+- [TheLunarCompany/lunar#mcpx](https://github.com/TheLunarCompany/lunar/tree/main/mcpx) 📇 🏠 ☁️ 🍎 🪟 🐧 - MCPX یک دروازه منبع باز و آماده برای تولید است تا سرورهای MCP را در مقیاس بزرگ مدیریت کند—کشف ابزار، کنترلهای دسترسی، اولویتبندی تماس و ردیابی استفاده را برای سادهسازی گردش کار عاملها متمرکز کنید.
+- [tigranbs/mcgravity](https://github.com/tigranbs/mcgravity) 📇 🏠 - یک ابزار پروکسی برای ترکیب چندین سرور MCP در یک نقطه پایانی یکپارچه. ابزارهای هوش مصنوعی خود را با توزیع بار درخواستها در چندین سرور MCP، مشابه نحوه کار Nginx برای سرورهای وب، مقیاسبندی کنید.
+- [VeriTeknik/pluggedin-mcp-proxy](https://github.com/VeriTeknik/pluggedin-mcp-proxy) 📇 🏠 - یک سرور پروکسی جامع که چندین سرور MCP را در یک رابط واحد با ویژگیهای دید گسترده ترکیب میکند. این سرور کشف و مدیریت ابزارها، پرامپتها، منابع و قالبها را در سرورهای مختلف، به علاوه یک محیط آزمایشی برای اشکالزدایی هنگام ساخت سرورهای MCP فراهم میکند.
+- [WayStation-ai/mcp](https://github.com/waystation-ai/mcp) ☁️ 🍎 🪟 - Claude Desktop و دیگر میزبانهای MCP را به طور یکپارچه و امن به برنامههای مورد علاقه خود (Notion، Slack، Monday، Airtable، و غیره) متصل کنید. کمتر از ۹۰ ثانیه طول میکشد.
+- [wegotdocs/open-mcp](https://github.com/wegotdocs/open-mcp) 📇 🏠 🍎 🪟 🐧 - یک API وب را در ۱۰ ثانیه به یک سرور MCP تبدیل کنید و آن را به رجیستری منبع باز اضافه کنید: https://open-mcp.org
+- [Data-Everything/mcp-server-templates](https://github.com/Data-Everything/mcp-server-templates) 📇 🏠 🍎 🪟 🐧 - یک سرور. همه ابزارها. یک پلتفرم MCP یکپارچه که بسیاری از برنامهها، ابزارها و خدمات را پشت یک رابط قدرتمند متصل میکند—ایدهآل برای توسعهدهندگان محلی یا عاملهای تولید.
+- [YangLiangwei/PersonalizationMCP](https://github.com/YangLiangwei/PersonalizationMCP) 🐍 ☁️ 🏠 🍎 🪟 🐧 - سرور MCP جامع تجمیع دادههای شخصی با یکپارچهسازی پلتفرمهای Steam، YouTube، Bilibili، Spotify، Reddit و دیگر پلتفرمها. دارای احراز هویت OAuth2، مدیریت خودکار توکن، و بیش از ۹۰ ابزار برای دسترسی به دادههای بازی، موسیقی، ویدیو و پلتفرمهای اجتماعی است.
+
+### 🚀 هوافضا و اخترپویایی
+
+- [IO-Aerospace-software-community/mcp-server](https://github.com/IO-Aerospace-software-engineering/mcp-server) #️⃣ ☁️/🏠 🐧 - سرور MCP هوافضا IO: یک سرور MCP مبتنی بر NET. برای هوافضا و اخترپویایی — افمریس، تبدیلهای مداری، ابزارهای DSS، تبدیلهای زمانی، و ابزارهای واحد/ریاضی. از انتقالهای STDIO و SSE پشتیبانی میکند؛ استقرار Docker و .NET بومی مستند شده است.
+
+### 🎨 هنر و فرهنگ
+
+دسترسی و کاوش در مجموعههای هنری، میراث فرهنگی و پایگاههای داده موزهها. به مدلهای هوش مصنوعی امکان جستجو و تحلیل محتوای هنری و فرهنگی را میدهد.
+
+- [drakonkat/wizzy-mcp-tmdb](https://github.com/drakonkat/wizzy-mcp-tmdb) 📇 ☁️ - یک سرور MCP برای API پایگاه داده فیلم که به دستیاران هوش مصنوعی امکان جستجو و بازیابی اطلاعات فیلم، سریال تلویزیونی و افراد را میدهد.
+- [8enSmith/mcp-open-library](https://github.com/8enSmith/mcp-open-library) 📇 ☁️ - یک سرور MCP برای API کتابخانه باز که به دستیاران هوش مصنوعی امکان جستجوی اطلاعات کتاب را میدهد.
+- [abhiemj/manim-mcp-server](https://github.com/abhiemj/manim-mcp-server) 🐍 🏠 🪟 🐧 - یک سرور MCP محلی که با استفاده از Manim انیمیشن تولید میکند.
+- [ahujasid/blender-mcp](https://github.com/ahujasid/blender-mcp) 🐍 - سرور MCP برای کار با Blender
+- [burningion/video-editing-mcp](https://github.com/burningion/video-editing-mcp) 🐍 - اضافه کردن، تحلیل، جستجو و تولید ویرایشهای ویدیویی از مجموعه Video Jungle شما
+- [cantian-ai/bazi-mcp](https://github.com/cantian-ai/bazi-mcp) 📇 🏠 ☁️ 🍎 🪟 - نمودار و تحلیل جامع و دقیق Bazi (طالعبینی چینی) را ارائه میدهد
+- [cswkim/discogs-mcp-server](https://github.com/cswkim/discogs-mcp-server) 📇 ☁️ - سرور MCP برای تعامل با API Discogs
+- [diivi/aseprite-mcp](https://github.com/diivi/aseprite-mcp) 🐍 🏠 - سرور MCP با استفاده از API Aseprite برای ایجاد هنر پیکسلی
+- [djalal/quran-mcp-server](https://github.com/djalal/quran-mcp-server) 📇 ☁️ سرور MCP برای تعامل با مجموعه متون Quran.com از طریق API رسمی REST v4.
+- [raveenb/fal-mcp-server](https://github.com/raveenb/fal-mcp-server) 🐍 ☁️ - تولید تصاویر، ویدیوها و موسیقی هوش مصنوعی با استفاده از مدلهای Fal.ai (FLUX، Stable Diffusion، MusicGen) مستقیماً در Claude Desktop
+- [mikechao/metmuseum-mcp](https://github.com/mikechao/metmuseum-mcp) 📇 ☁️ - یکپارچهسازی با API مجموعه موزه هنر متروپولیتن برای جستجو و نمایش آثار هنری در مجموعه.
+- [OctoEverywhere/mcp](https://github.com/OctoEverywhere/mcp) #️⃣ ☁️ - یک سرور MCP چاپگر سه بعدی که امکان دریافت وضعیت زنده چاپگر، عکسهای وبکم و کنترل چاپگر را فراهم میکند.
+- [omni-mcp/isaac-sim-mcp](https://github.com/omni-mcp/isaac-sim-mcp) 📇 ☁️ - یک سرور MCP و یک افزونه که کنترل زبان طبیعی NVIDIA Isaac Sim، Lab، OpenUSD و غیره را امکانپذیر میسازد.
+- [PatrickPalmer/MayaMCP](https://github.com/PatrickPalmer/MayaMCP) 🐍 🏠 - سرور MCP برای Autodesk Maya
+- [peek-travel/mcp-intro](https://github.com/peek-travel/mcp-intro) ☁️ 🍎 🪟 🐧 - سرور MCP راه دور برای کشف و برنامهریزی تجربیات، در خانه و در تعطیلات
+- [r-huijts/oorlogsbronnen-mcp](https://github.com/r-huijts/oorlogsbronnen-mcp) 📇 ☁️ - یکپارچهسازی با API Oorlogsbronnen (منابع جنگ) برای دسترسی به سوابق تاریخی جنگ جهانی دوم، عکسها و اسناد از هلند (۱۹۴۰-۱۹۴۵)
+- [r-huijts/rijksmuseum-mcp](https://github.com/r-huijts/rijksmuseum-mcp) 📇 ☁️ - یکپارچهسازی با API Rijksmuseum برای جستجوی آثار هنری، جزئیات و مجموعهها
+- [samuelgursky/davinci-resolve-mcp](https://github.com/samuelgursky/davinci-resolve-mcp) 🐍 - یکپارچهسازی سرور MCP برای DaVinci Resolve که ابزارهای قدرتمندی برای ویرایش ویدیو، درجهبندی رنگ، مدیریت رسانه و کنترل پروژه فراهم میکند
+- [yuna0x0/anilist-mcp](https://github.com/yuna0x0/anilist-mcp) 📇 ☁️ - یک سرور MCP که API AniList را برای اطلاعات انیمه و مانگا یکپارچه میکند
+
+
+### 📐 معماری و طراحی
+
+طراحی و تجسم معماری نرمافزار، نمودارهای سیستم و مستندات فنی. به مدلهای هوش مصنوعی امکان تولید نمودارهای حرفهای و مستندات معماری را میدهد.
+
+- [Narasimhaponnada/mermaid-mcp](https://github.com/Narasimhaponnada/mermaid-mcp) 📇 ☁️ 🍎 🪟 🐧 - تولید نمودار Mermaid با قدرت هوش مصنوعی با بیش از ۲۲ نوع نمودار شامل فلوچارتها، نمودارهای توالی، نمودارهای کلاس، نمودارهای ER، نمودارهای معماری، ماشینهای حالت و موارد دیگر. دارای بیش از ۵۰ قالب از پیش ساخته شده، موتورهای چیدمان پیشرفته، خروجیهای SVG/PNG/PDF، و یکپارچهسازی یکپارچه با GitHub Copilot، Claude، و هر کلاینت سازگار با MCP. نصب از طریق NPM: `npm install -g @narasimhaponnada/mermaid-mcp-server`
+
+### زیستشناسی، پزشکی و بیوانفورماتیک
+
+- [genomoncology/biomcp](https://github.com/genomoncology/biomcp) 🐍 ☁️ - سرور MCP تحقیقات زیستپزشکی که دسترسی به PubMed، ClinicalTrials.gov و MyVariant.info را فراهم میکند.
+- [longevity-genie/biothings-mcp](https://github.com/longevity-genie/biothings-mcp) 🐍 🏠 ☁️ - سرور MCP برای تعامل با API BioThings، شامل ژنها، واریانتهای ژنتیکی، داروها و اطلاعات طبقهبندی.
+- [longevity-genie/gget-mcp](https://github.com/longevity-genie/gget-mcp) 🐍 🏠 ☁️ - سرور MCP که یک جعبه ابزار قدرتمند بیوانفورماتیک برای کوئریها و تحلیلهای ژنومیک فراهم میکند و کتابخانه محبوب `gget` را پوشش میدهد.
+- [longevity-genie/opengenes-mcp](https://github.com/longevity-genie/opengenes-mcp) 🎖️ 🐍 🏠 ☁️ - سرور MCP برای یک پایگاه داده قابل کوئری برای تحقیقات پیری و طول عمر از پروژه OpenGenes.
+- [longevity-genie/synergy-age-mcp](https://github.com/longevity-genie/synergy-age-mcp) 🎖️ 🐍 🏠 ☁️ - سرور MCP برای پایگاه داده SynergyAge از تعاملات ژنتیکی سینرژیک و آنتاگونیستی در طول عمر.
+- [the-momentum/fhir-mcp-server](https://github.com/the-momentum/fhir-mcp-server) 🐍 🏠 ☁️ - سرور MCP که عاملهای هوش مصنوعی را به سرورهای FHIR متصل میکند. یک مورد استفاده نمونه، کوئری تاریخچه بیمار به زبان طبیعی است.
+- [wso2/fhir-mcp-server](https://github.com/wso2/fhir-mcp-server) 🐍 🏠 ☁️ - سرور Model Context Protocol برای APIهای Fast Healthcare Interoperability Resources (FHIR). یکپارچهسازی یکپارچه با سرورهای FHIR را فراهم میکند و به دستیاران هوش مصنوعی امکان جستجو، بازیابی، ایجاد، بهروزرسانی و تحلیل دادههای بالینی مراقبتهای بهداشتی با پشتیبانی از احراز هویت SMART-on-FHIR را میدهد.
+- [JamesANZ/medical-mcp](https://github.com/JamesANZ/medical-mcp) 📇 🏠 - یک سرور MCP که دسترسی به اطلاعات پزشکی، پایگاههای داده دارویی و منابع مراقبتهای بهداشتی را فراهم میکند. به دستیاران هوش مصنوعی امکان کوئری دادههای پزشکی، تداخلات دارویی و دستورالعملهای بالینی را میدهد.
+- [the-momentum/apple-health-mcp-server](https://github.com/the-momentum/apple-health-mcp-server) 🐍 🏠 🍎 🪟 🐧 - یک سرور MCP که دسترسی به دادههای صادر شده از Apple Health را فراهم میکند. تحلیل دادهها نیز شامل میشود.
+- [OHNLP/omop_mcp](https://github.com/OHNLP/omop_mcp) 🐍 🏠 ☁️ - نگاشت ترمینولوژی بالینی به مفاهیم OMOP با استفاده از LLMها برای استانداردسازی و قابلیت همکاری دادههای مراقبتهای بهداشتی.
+
+### 📂 اتوماسیون مرورگر
+
+قابلیتهای دسترسی و اتوماسیون محتوای وب. امکان جستجو، استخراج و پردازش محتوای وب در فرمتهای سازگار با هوش مصنوعی را فراهم میکند.
+
+- [34892002/bilibili-mcp-js](https://github.com/34892002/bilibili-mcp-js) 📇 🏠 - یک سرور MCP که از جستجوی محتوای Bilibili پشتیبانی میکند. نمونههای یکپارچهسازی با LangChain و اسکریپتهای تست را ارائه میدهد.
+- [agent-infra/mcp-server-browser](https://github.com/bytedance/UI-TARS-desktop/tree/main/packages/agent-infra/mcp-servers/browser) 📇 🏠 - قابلیتهای اتوماسیون مرورگر با استفاده از Puppeteer، که هم از اتصال مرورگر محلی و هم از راه دور پشتیبانی میکند.
+- [automatalabs/mcp-server-playwright](https://github.com/Automata-Labs-team/MCP-Server-Playwright) 🐍 - یک سرور MCP برای اتوماسیون مرورگر با استفاده از Playwright
+- [blackwhite084/playwright-plus-python-mcp](https://github.com/blackwhite084/playwright-plus-python-mcp) 🐍 - یک سرور پایتون MCP با استفاده از Playwright برای اتوماسیون مرورگر، مناسبتر برای llm
+- [browserbase/mcp-server-browserbase](https://github.com/browserbase/mcp-server-browserbase) 🎖️ 📇 - اتوماسیون تعاملات مرورگر در ابر (مانند پیمایش وب، استخراج داده، پر کردن فرم و موارد دیگر)
+- [browsermcp/mcp](https://github.com/browsermcp/mcp) 📇 🏠 - اتوماسیون مرورگر محلی Chrome شما
+- [co-browser/browser-use-mcp-server](https://github.com/co-browser/browser-use-mcp-server) 🐍 - browser-use بستهبندی شده به عنوان یک سرور MCP با انتقال SSE. شامل یک dockerfile برای اجرای chromium در docker + یک سرور vnc.
+- [eat-pray-ai/yutu](https://github.com/eat-pray-ai/yutu) 🏎️ 🏠 🍎 🐧 🪟 - یک سرور MCP و CLI کاملاً کاربردی برای YouTube برای اتوماسیون عملیات YouTube
+- [executeautomation/playwright-mcp-server](https://github.com/executeautomation/mcp-playwright) 📇 - یک سرور MCP با استفاده از Playwright برای اتوماسیون مرورگر و استخراج وب
+- [eyalzh/browser-control-mcp](https://github.com/eyalzh/browser-control-mcp) 📇 🏠 - یک سرور MCP همراه با یک افزونه مرورگر که به کلاینتهای LLM امکان کنترل مرورگر کاربر (Firefox) را میدهد.
+- [freema/firefox-devtools-mcp](https://github.com/freema/firefox-devtools-mcp) 📇 🏠 - اتوماسیون مرورگر Firefox از طریق WebDriver BiDi برای تست، استخراج داده و کنترل مرورگر. از تعاملات مبتنی بر snapshot/UID، نظارت بر شبکه، ضبط کنسول و اسکرینشات پشتیبانی میکند.
+- [fradser/mcp-server-apple-reminders](https://github.com/FradSer/mcp-server-apple-reminders) 📇 🏠 🍎 - یک سرور MCP برای تعامل با Apple Reminders در macOS
+- [getrupt/ashra-mcp](https://github.com/getrupt/ashra-mcp) 📇 🏠 - استخراج دادههای ساختاریافته از هر وبسایتی. فقط پرامپت کنید و JSON دریافت کنید.
+- [kimtaeyoon83/mcp-server-youtube-transcript](https://github.com/kimtaeyoon83/mcp-server-youtube-transcript) 📇 ☁️ - دریافت زیرنویسها و رونوشتهای YouTube برای تحلیل هوش مصنوعی
+- [kimtth/mcp-aoai-web-browsing](https://github.com/kimtth/mcp-aoai-web-browsing) 🐍 🏠 - یک پیادهسازی `حداقلی` سرور/کلاینت MCP با استفاده از Azure OpenAI و Playwright.
+- [lightpanda-io/gomcp](https://github.com/lightpanda-io/gomcp) 🏎 🏠/☁️ 🐧/🍎 - یک سرور MCP در Go برای Lightpanda، مرورگر headless فوقالعاده سریع که برای اتوماسیون وب طراحی شده است
+- [microsoft/playwright-mcp](https://github.com/microsoft/playwright-mcp) - سرور MCP رسمی Microsoft Playwright، که به LLMها امکان تعامل با صفحات وب از طریق snapshotهای دسترسی ساختاریافته را میدهد
+- [modelcontextprotocol/server-puppeteer](https://github.com/modelcontextprotocol/servers/tree/main/src/puppeteer) 📇 🏠 - اتوماسیون مرورگر برای استخراج و تعامل وب
+- [ndthanhdev/mcp-browser-kit](https://github.com/ndthanhdev/mcp-browser-kit) 📇 🏠 - یک سرور MCP که به دستیاران هوش مصنوعی امکان تعامل با مرورگرهای محلی شما را میدهد.
+- [operative_sh/web-eval-agent](https://github.com/Operative-Sh/web-eval-agent) 🐍 🏠 🍎 - یک سرور MCP که به طور خودکار برنامههای وب را با عاملهای مرورگر browser-use اشکالزدایی میکند
+- [pskill9/web-search](https://github.com/pskill9/web-search) 📇 🏠 - یک سرور MCP که جستجوی وب رایگان را با استفاده از نتایج جستجوی Google امکانپذیر میکند، بدون نیاز به کلید API.
+- [PhungXuanAnh/selenium-mcp-server](https://github.com/PhungXuanAnh/selenium-mcp-server) 🐍 🏠 🍎 🪟 🐧 - یک سرور Model Context Protocol که قابلیتهای اتوماسیون وب را از طریق Selenium WebDriver فراهم میکند
+- [recursechat/mcp-server-apple-shortcuts](https://github.com/recursechat/mcp-server-apple-shortcuts) 📇 🏠 🍎 - یکپارچهسازی سرور MCP با Apple Shortcuts
+- [xspadex/bilibili-mcp](https://github.com/xspadex/bilibili-mcp.git) 📇 🏠 - ابزاری مبتنی بر FastMCP که ویدیوهای پرطرفدار Bilibili را دریافت کرده و آنها را از طریق یک رابط MCP استاندارد در دسترس قرار میدهد.
+- [imprvhub/mcp-browser-agent](https://github.com/imprvhub/mcp-browser-agent) 📇 🏠 - یکپارچهسازی Model Context Protocol (MCP) که به Claude Desktop قابلیتهای اتوماسیون مرورگر خودکار را میدهد.
+
+### ☁️ پلتفرمهای ابری
+
+یکپارچهسازی با خدمات پلتفرم ابری. امکان مدیریت و تعامل با زیرساخت و خدمات ابری را فراهم میکند.
+
+- [4everland/4everland-hosting-mcp](https://github.com/4everland/4everland-hosting-mcp) 🎖️ 📇 🏠 🍎 🐧 - یک پیادهسازی سرور MCP برای 4EVERLAND Hosting که استقرار فوری کد تولید شده توسط هوش مصنوعی را به شبکههای ذخیرهسازی غیرمتمرکز مانند Greenfield، IPFS و Arweave امکانپذیر میکند.
+- [aashari/mcp-server-aws-sso](https://github.com/aashari/mcp-server-aws-sso) 📇 ☁️ 🏠 - یکپارچهسازی AWS Single Sign-On (SSO) که به سیستمهای هوش مصنوعی امکان تعامل امن با منابع AWS را با شروع ورود SSO، لیست کردن حسابها/نقشها و اجرای دستورات AWS CLI با استفاده از اعتبارنامههای موقت میدهد.
+- [alexbakers/mcp-ipfs](https://github.com/alexbakers/mcp-ipfs) 📇 ☁️ - آپلود و دستکاری ذخیرهسازی IPFS
+- [alexei-led/aws-mcp-server](https://github.com/alexei-led/aws-mcp-server) 🐍 ☁️ - یک سرور سبک اما قدرتمند که به دستیاران هوش مصنوعی امکان اجرای دستورات AWS CLI، استفاده از pipeهای یونیکس و اعمال قالبهای پرامپت برای وظایف رایج AWS را در یک محیط امن Docker با پشتیبانی از چند معماری میدهد
+- [alexei-led/k8s-mcp-server](https://github.com/alexei-led/k8s-mcp-server) 🐍 - یک سرور سبک و در عین حال قوی که به دستیاران هوش مصنوعی امکان اجرای امن دستورات Kubernetes CLI (`kubectl`، `helm`، `istioctl` و `argocd`) را با استفاده از pipeهای یونیکس در یک محیط امن Docker با پشتیبانی از چند معماری میدهد.
+- [aliyun/alibaba-cloud-ops-mcp-server](https://github.com/aliyun/alibaba-cloud-ops-mcp-server) 🎖️ 🐍 ☁️ - یک سرور MCP که به دستیاران هوش مصنوعی امکان عملیات روی منابع Alibaba Cloud را میدهد و از ECS، Cloud Monitor، OOS و محصولات ابری پرکاربرد پشتیبانی میکند.
+- [awslabs/mcp](https://github.com/awslabs/mcp) 🎖️ ☁️ - سرورهای MCP AWS برای یکپارچهسازی یکپارچه با خدمات و منابع AWS.
+- [bright8192/esxi-mcp-server](https://github.com/bright8192/esxi-mcp-server) 🐍 ☁️ - یک سرور مدیریت VMware ESXi/vCenter مبتنی بر MCP (Model Control Protocol) که رابطهای API REST ساده برای مدیریت ماشین مجازی فراهم میکند.
+- [cloudflare/mcp-server-cloudflare](https://github.com/cloudflare/mcp-server-cloudflare) 🎖️ 📇 ☁️ - یکپارچهسازی با خدمات Cloudflare شامل Workers، KV، R2 و D1
+- [cyclops-ui/mcp-cyclops](https://github.com/cyclops-ui/mcp-cyclops) 🎖️ 🏎️ ☁️ - یک سرور MCP که به عاملهای هوش مصنوعی اجازه میدهد منابع Kubernetes را از طریق انتزاع Cyclops مدیریت کنند
+- [elementfm/mcp](https://gitlab.com/elementfm/mcp) 🎖️ 🐍 📇 🏠 ☁️ - پلتفرم میزبانی پادکست منبع باز
+- [erikhoward/adls-mcp-server](https://github.com/erikhoward/adls-mcp-server) 🐍 ☁️/🏠 - سرور MCP برای Azure Data Lake Storage. میتواند عملیات مدیریت کانتینرها، خواندن/نوشتن/آپلود/دانلود روی فایلهای کانتینر و مدیریت متادیتای فایل را انجام دهد.
+- [espressif/esp-rainmaker-mcp](https://github.com/espressif/esp-rainmaker-mcp) 🎖️ 🐍 🏠 ☁️ 📟 - سرور MCP رسمی Espressif برای مدیریت و کنترل دستگاههای ESP RainMaker.
+- [flux159/mcp-server-kubernetes](https://github.com/Flux159/mcp-server-kubernetes) 📇 ☁️/🏠 - پیادهسازی Typescript عملیات کلاستر Kubernetes برای podها، deploymentها، serviceها.
+- [hardik-id/azure-resource-graph-mcp-server](https://github.com/hardik-id/azure-resource-graph-mcp-server) 📇 ☁️/🏠 - یک سرور Model Context Protocol برای کوئری و تحلیل منابع Azure در مقیاس بزرگ با استفاده از Azure Resource Graph، که به دستیاران هوش مصنوعی امکان کاوش و نظارت بر زیرساخت Azure را میدهد.
+- [jdubois/azure-cli-mcp](https://github.com/jdubois/azure-cli-mcp) - یک پوشش دور خط فرمان Azure CLI که به شما امکان میدهد مستقیماً با Azure صحبت کنید
+- [johnneerdael/netskope-mcp](https://github.com/johnneerdael/netskope-mcp) 🔒 ☁️ - یک MCP برای دسترسی به تمام اجزای Netskope Private Access در محیطهای Netskope Private Access شامل اطلاعات دقیق راهاندازی و نمونههای LLM در مورد استفاده.
+- [kestra-io/mcp-server-python](https://github.com/kestra-io/mcp-server-python) 🐍 ☁️ - پیادهسازی سرور MCP برای پلتفرم هماهنگسازی گردش کار [Kestra](https://kestra.io).
+- [liveblocks/liveblocks-mcp-server](https://github.com/liveblocks/liveblocks-mcp-server) 🎖️ 📇 ☁️ - ایجاد، تغییر و حذف جنبههای مختلف [Liveblocks](https://liveblocks.io) مانند اتاقها، رشتهها، نظرات، اعلانها و موارد دیگر. علاوه بر این، دسترسی خواندن به Storage و Yjs را دارد.
+- [manusa/Kubernetes MCP Server](https://github.com/manusa/kubernetes-mcp-server) 🏎️ 🏠 A - سرور قدرتمند Kubernetes MCP با پشتیبانی اضافی برای OpenShift. علاوه بر ارائه عملیات CRUD برای **هر** منبع Kubernetes، این سرور ابزارهای تخصصی برای تعامل با کلاستر شما فراهم میکند.
+- [Nebula-Block-Data/nebulablock-mcp-server](https://github.com/Nebula-Block-Data/nebulablock-mcp-server) 📇 🏠 - با کتابخانه fastmcp یکپارچه میشود تا طیف کاملی از قابلیتهای NebulaBlock API را به عنوان ابزارهای قابل دسترس در معرض دید قرار دهد
+- [nwiizo/tfmcp](https://github.com/nwiizo/tfmcp) - 🦀 🏠 - یک سرور Terraform MCP که به دستیاران هوش مصنوعی امکان مدیریت و عملیات محیطهای Terraform را میدهد و خواندن پیکربندیها، تحلیل planها، اعمال پیکربندیها و مدیریت state Terraform را امکانپذیر میکند.
+- [openstack-kr/python-openstackmcp-server](https://github.com/openstack-kr/python-openstackmcp-server) 🐍 ☁️ - سرور MCP OpenStack برای مدیریت زیرساخت ابری مبتنی بر openstacksdk.
+- [pibblokto/cert-manager-mcp-server](https://github.com/pibblokto/cert-manager-mcp-server) 🐍 🍎/🐧 ☁️ - سرور mcp برای مدیریت و عیبیابی [cert-manager](https://github.com/cert-manager/cert-manager)
+- [portainer/portainer-mcp](https://github.com/portainer/portainer-mcp) 🏎️ ☁️/🏠 - یک سرور MCP قدرتمند که به دستیاران هوش مصنوعی امکان تعامل یکپارچه با نمونههای Portainer را میدهد و دسترسی به زبان طبیعی به مدیریت کانتینر، عملیات استقرار و قابلیتهای نظارت بر زیرساخت را فراهم میکند.
+- [pulumi/mcp-server](https://github.com/pulumi/mcp-server) 🎖️ 📇 🏠 - سرور MCP برای تعامل با Pulumi با استفاده از Pulumi Automation API و Pulumi Cloud API. به کلاینتهای MCP امکان انجام عملیات Pulumi مانند بازیابی اطلاعات بسته، پیشنمایش تغییرات، استقرار بهروزرسانیها و بازیابی خروجیهای stack را به صورت برنامهریزی شده میدهد.
+- [pythonanywhere/pythonanywhere-mcp-server](https://github.com/pythonanywhere/pythonanywhere-mcp-server) 🐍 🏠 - پیادهسازی سرور MCP برای پلتفرم ابری PythonAnywhere.
+- [qiniu/qiniu-mcp-server](https://github.com/qiniu/qiniu-mcp-server) 🐍 ☁️ - یک MCP ساخته شده بر روی محصولات Qiniu Cloud، که از دسترسی به Qiniu Cloud Storage، خدمات پردازش رسانه و غیره پشتیبانی میکند.
+- [redis/mcp-redis-cloud](https://github.com/redis/mcp-redis-cloud) 📇 ☁️ - منابع Redis Cloud خود را به راحتی با استفاده از زبان طبیعی مدیریت کنید. پایگاههای داده ایجاد کنید، اشتراکها را نظارت کنید و استقرارهای ابری را با دستورات ساده پیکربندی کنید.
+- [reza-gholizade/k8s-mcp-server](https://github.com/reza-gholizade/k8s-mcp-server) 🏎️ ☁️/🏠 - یک سرور Kubernetes Model Context Protocol (MCP) که ابزارهایی برای تعامل با کلاسترهای Kubernetes از طریق یک رابط استاندارد، شامل کشف منابع API، مدیریت منابع، لاگهای pod، معیارها و رویدادها فراهم میکند.
+- [rohitg00/kubectl-mcp-server](https://github.com/rohitg00/kubectl-mcp-server) 🐍 ☁️/🏠 - یک سرور Model Context Protocol (MCP) برای Kubernetes که به دستیاران هوش مصنوعی مانند Claude، Cursor و دیگران امکان تعامل با کلاسترهای Kubernetes از طریق زبان طبیعی را میدهد.
+- [rrmistry/tilt-mcp](https://github.com/rrmistry/tilt-mcp) 🐍 🏠 🍎 🪟 🐧 - یک سرور Model Context Protocol که با Tilt یکپارچه میشود تا دسترسی برنامهریزی شده به منابع، لاگها و عملیات مدیریتی Tilt را برای محیطهای توسعه Kubernetes فراهم کند.
+- [silenceper/mcp-k8s](https://github.com/silenceper/mcp-k8s) 🏎️ ☁️/🏠 - MCP-K8S یک ابزار مدیریت منابع Kubernetes مبتنی بر هوش مصنوعی است که به کاربران امکان میدهد هر منبعی را در کلاسترهای Kubernetes از طریق تعامل زبان طبیعی، از جمله منابع بومی (مانند Deployment، Service) و منابع سفارشی (CRD) مدیریت کنند. نیازی به به خاطر سپردن دستورات پیچیده نیست - فقط نیازهای خود را توصیف کنید و هوش مصنوعی عملیات مربوطه کلاستر را به دقت اجرا خواهد کرد و قابلیت استفاده از Kubernetes را به شدت افزایش میدهد.
+- [StacklokLabs/mkp](https://github.com/StacklokLabs/mkp) 🏎️ ☁️ - MKP یک سرور Model Context Protocol (MCP) برای Kubernetes است که به برنامههای مبتنی بر LLM امکان تعامل با کلاسترهای Kubernetes را میدهد. این سرور ابزارهایی برای لیست کردن و اعمال منابع Kubernetes از طریق پروتکل MCP فراهم میکند.
+- [StacklokLabs/ocireg-mcp](https://github.com/StacklokLabs/ocireg-mcp) 🏎️ ☁️ - یک سرور MCP مبتنی بر SSE که به برنامههای مبتنی بر LLM امکان تعامل با رجیستریهای OCI را میدهد. این سرور ابزارهایی برای بازیابی اطلاعات در مورد تصاویر کانتینر، لیست کردن تگها و موارد دیگر فراهم میکند.
+- [strowk/mcp-k8s-go](https://github.com/strowk/mcp-k8s-go) 🏎️ ☁️/🏠 - عملیات کلاستر Kubernetes از طریق MCP
+- [thunderboltsid/mcp-nutanix](https://github.com/thunderboltsid/mcp-nutanix) 🏎️ 🏠/☁️ - سرور MCP مبتنی بر Go برای ارتباط با منابع Nutanix Prism Central.
+- [trilogy-group/aws-pricing-mcp](https://github.com/trilogy-group/aws-pricing-mcp) 🏎️ ☁️/🏠 - اطلاعات بهروز قیمتگذاری EC2 را با یک تماس دریافت کنید. سریع. با استفاده از یک کاتالوگ قیمتگذاری AWS از پیش تجزیه شده.
+- [VmLia/books-mcp-server](https://github.com/VmLia/books-mcp-server) 📇 ☁️ - این یک سرور MCP است که برای کوئری کتابها استفاده میشود و میتواند در کلاینتهای رایج MCP مانند Cherry Studio اعمال شود.
+- [weibaohui/k8m](https://github.com/weibaohui/k8m) 🏎️ ☁️/🏠 - مدیریت و عملیات چند کلاستر Kubernetes MCP را فراهم میکند و دارای یک رابط مدیریتی، لاگگیری و نزدیک به ۵۰ ابزار داخلی برای سناریوهای رایج DevOps و توسعه است. از منابع استاندارد و CRD پشتیبانی میکند.
+- [weibaohui/kom](https://github.com/weibaohui/kom) 🏎️ ☁️/🏠 - مدیریت و عملیات چند کلاستر Kubernetes MCP را فراهم میکند. میتواند به عنوان یک SDK در پروژه شما یکپارچه شود و شامل نزدیک به ۵۰ ابزار داخلی برای سناریوهای رایج DevOps و توسعه است. از منابع استاندارد و CRD پشتیبانی میکند.
+- [wenhuwang/mcp-k8s-eye](https://github.com/wenhuwang/mcp-k8s-eye) 🏎️ ☁️/🏠 - سرور MCP برای مدیریت kubernetes و تحلیل کلاستر و سلامت برنامه شما
+
+### 👨💻 اجرای کد
+
+سرورهای اجرای کد. به LLMها اجازه میدهد کد را در یک محیط امن اجرا کنند، به عنوان مثال برای عاملهای کدنویسی.
+
+- [alfonsograziano/node-code-sandbox-mcp](https://github.com/alfonsograziano/node-code-sandbox-mcp) 📇 🏠 – یک سرور MCP Node.js که sandboxهای ایزوله مبتنی بر Docker را برای اجرای قطعه کدهای JavaScript با نصب وابستگیهای npm در لحظه و تخریب تمیز راهاندازی میکند
+- [ckanthony/openapi-mcp](https://github.com/ckanthony/openapi-mcp) 🏎️ ☁️ - OpenAPI-MCP: سرور MCP داکرایز شده برای اجازه دادن به عامل هوش مصنوعی شما برای دسترسی به هر API با مستندات api موجود.
+- [gwbischof/outsource-mcp](https://github.com/gwbischof/outsource-mcp) 🐍 ☁️ - به دستیار هوش مصنوعی خود، دستیاران هوش مصنوعی خودش را بدهید. برای مثال: "میتوانی از openai بخواهی تصویری از یک سگ تولید کند؟"
+- [hileamlakB/PRIMS](https://github.com/hileamlakB/PRIMS) 🐍 🏠 – یک سرور MCP مفسر زمان اجرای Python که کد ارسالی کاربر را در یک محیط ایزوله اجرا میکند.
+- [ouvreboite/openapi-to-mcp](https://github.com/ouvreboite/openapi-to-mcp) #️⃣ ☁️ - سرور MCP سبک برای دسترسی به هر API با استفاده از مشخصات OpenAPI آن. از OAuth2 و پارامترهای کامل JSON schema و بدنه درخواست پشتیبانی میکند.
+- [pydantic/pydantic-ai/mcp-run-python](https://github.com/pydantic/pydantic-ai/tree/main/mcp-run-python) 🐍 🏠 - اجرای کد Python در یک sandbox امن از طریق فراخوانی ابزار MCP
+- [r33drichards/mcp-js](https://github.com/r33drichards/mcp-js) 🦀 🏠 🐧 🍎 - یک sandbox اجرای کد Javascript که از v8 برای ایزوله کردن کد برای اجرای javascript تولید شده توسط هوش مصنوعی به صورت محلی و بدون ترس استفاده میکند. از snapshot گرفتن از heap برای جلسات پایدار پشتیبانی میکند.
+- [yepcode/mcp-server-js](https://github.com/yepcode/mcp-server-js) 🎖️ 📇 ☁️ - اجرای هر کد تولید شده توسط LLM در یک محیط sandbox امن و مقیاسپذیر و ایجاد ابزارهای MCP خود با استفاده از JavaScript یا Python، با پشتیبانی کامل از بستههای NPM و PyPI
+- [dagger/container-use](https://github.com/dagger/container-use) 🏎️ 🏠 🐧 🍎 🪟 - محیطهای کانتینری برای عاملهای کدنویسی. چندین عامل میتوانند به طور مستقل کار کنند، در کانتینرها و شاخههای git تازه ایزوله شدهاند. بدون تداخل، آزمایشهای فراوان. تاریخچه کامل اجرا، دسترسی به ترمینال به محیطهای عامل، گردش کار git. هر پشته عامل/مدل/زیرساخت.
+
+### 🤖 عاملهای کدنویسی
+
+عاملهای کدنویسی کامل که به LLMها امکان خواندن، ویرایش و اجرای کد و حل وظایف برنامهنویسی عمومی را به طور کاملاً خودکار میدهند.
+
+- [doggybee/mcp-server-leetcode](https://github.com/doggybee/mcp-server-leetcode) 📇 ☁️ - یک سرور MCP که به مدلهای هوش مصنوعی امکان جستجو، بازیابی و حل مسائل LeetCode را میدهد. از فیلتر کردن متادیتا، پروفایلهای کاربری، ارسالها و دسترسی به دادههای مسابقه پشتیبانی میکند.
+- [ezyang/codemcp](https://github.com/ezyang/codemcp) 🐍 🏠 - عامل کدنویسی با ابزارهای پایه خواندن، نوشتن و خط فرمان.
+- [gabrielmaialva33/winx-code-agent](https://github.com/gabrielmaialva33/winx-code-agent) 🦀 🏠 - یک پیادهسازی مجدد Rust با کارایی بالا از WCGW برای عاملهای کد، که اجرای shell و قابلیتهای پیشرفته مدیریت فایل را برای LLMها از طریق MCP فراهم میکند.
+- [jinzcdev/leetcode-mcp-server](https://github.com/jinzcdev/leetcode-mcp-server) 📇 ☁️ - سرور MCP که دسترسی خودکار به مسائل برنامهنویسی، راهحلها، ارسالها و دادههای عمومی **LeetCode** را با احراز هویت اختیاری برای ویژگیهای خاص کاربر (مانند یادداشتها) امکانپذیر میکند و از سایتهای `leetcode.com` (جهانی) و `leetcode.cn` (چین) پشتیبانی میکند.
+- [juehang/vscode-mcp-server](https://github.com/juehang/vscode-mcp-server) 📇 🏠 - یک سرور MCP که به هوش مصنوعی مانند Claude اجازه میدهد از ساختار دایرکتوری در یک فضای کاری VS Code بخواند، مشکلاتی که توسط linter(s) و سرور زبان شناسایی شدهاند را ببیند، فایلهای کد را بخواند و ویرایش کند.
+- [micl2e2/code-to-tree](https://github.com/micl2e2/code-to-tree) 🌊 🏠 📟 🐧 🪟 🍎 - یک سرور MCP تک-باینری که کد منبع را بدون توجه به زبان به AST تبدیل میکند.
+- [oraios/serena](https://github.com/oraios/serena) 🐍 🏠 - یک عامل کدنویسی کاملاً مجهز که با استفاده از سرورهای زبان به عملیات کد نمادین متکی است.
+- [pdavis68/RepoMapper](https://github.com.mcas.ms/pdavis68/RepoMapper) 🐧 🪟 🍎 - یک سرور MCP (و ابزار خط فرمان) برای ارائه یک نقشه پویا از فایلهای مرتبط با چت از مخزن با پروتوتایپهای تابع آنها و فایلهای مرتبط به ترتیب اهمیت. بر اساس عملکرد "Repo Map" در Aider.chat
+- [rinadelph/Agent-MCP](https://github.com/rinadelph/Agent-MCP) 🐍 🏠 - چارچوبی برای ایجاد سیستمهای چند-عاملی با استفاده از MCP برای همکاری هماهنگ هوش مصنوعی، با مدیریت وظایف، زمینه مشترک و قابلیتهای RAG.
+- [stippi/code-assistant](https://github.com/stippi/code-assistant) 🦀 🏠 - عامل کدنویسی با ابزارهای پایه list، read، replace_in_file، write، execute_command و جستجوی وب. از چندین پروژه به طور همزمان پشتیبانی میکند.
+- [tiianhk/MaxMSP-MCP-Server](https://github.com/tiianhk/MaxMSP-MCP-Server) 🐍 🏠 🎵 🎥 - یک عامل کدنویسی برای Max (Max/MSP/Jitter)، که یک زبان برنامهنویسی بصری برای موسیقی و چندرسانهای است.
+- [nesquikm/mcp-rubber-duck](https://github.com/nesquikm/mcp-rubber-duck) 📇 🏠 ☁️ - یک سرور MCP که به چندین LLM سازگار با OpenAI متصل میشود - پنل اشکالزدایی rubber duck هوش مصنوعی شما برای توضیح مشکلات به "duck"های مختلف هوش مصنوعی و دریافت دیدگاههای متفاوت
+- [VertexStudio/developer](https://github.com/VertexStudio/developer) 🦀 🏠 🍎 🪟 🐧 - ابزارهای جامع توسعهدهنده برای ویرایش فایل، اجرای دستورات shell و قابلیتهای ضبط صفحه
+- [wende/cicada](https://github.com/wende/cicada) 🐍 🏠 🍎 🪟 🐧 - هوش کد برای Elixir: جستجوی ماژول، ردیابی تابع و انتساب PR از طریق تجزیه AST tree-sitter
+
+### 🖥️ خط فرمان
+
+اجرای دستورات، گرفتن خروجی و تعامل با shellها و ابزارهای خط فرمان.
+
+- [automateyournetwork/pyATS_MCP](https://github.com/automateyournetwork/pyATS_MCP) - سرور Cisco pyATS که تعامل ساختاریافته و مبتنی بر مدل با دستگاههای شبکه را امکانپذیر میکند.
+- [aymericzip/intlayer](https://github.com/aymericzip/intlayer) 📇 ☁️ 🏠 - یک سرور MCP که IDE شما را با کمکهای مبتنی بر هوش مصنوعی برای ابزار Intlayer i18n / CMS تقویت میکند: دسترسی هوشمند به CLI، دسترسی به مستندات.
+- [ferrislucas/iterm-mcp](https://github.com/ferrislucas/iterm-mcp) 🖥️ 🛠️ 💬 - یک سرور Model Context Protocol که دسترسی به iTerm را فراهم میکند. میتوانید دستورات را اجرا کنید و در مورد آنچه در ترمینال iTerm میبینید سؤال بپرسید.
+- [g0t4/mcp-server-commands](https://github.com/g0t4/mcp-server-commands) 📇 🏠 - اجرای هر دستوری با ابزارهای `run_command` و `run_script`.
+- [maxim-saplin/mcp_safe_local_python_executor](https://github.com/maxim-saplin/mcp_safe_local_python_executor) - مفسر Python امن مبتنی بر `LocalPythonExecutor` از HF Smolagents
+- [misiektoja/kill-process-mcp](https://github.com/misiektoja/kill-process-mcp) 🐍 🏠 🍎 🪟 🐧 - لیست کردن و خاتمه دادن به فرآیندهای سیستم عامل از طریق کوئریهای زبان طبیعی
+- [MladenSU/cli-mcp-server](https://github.com/MladenSU/cli-mcp-server) 🐍 🏠 - رابط خط فرمان با اجرای امن و سیاستهای امنیتی قابل تنظیم
+- [OthmaneBlial/term_mcp_deepseek](https://github.com/OthmaneBlial/term_mcp_deepseek) 🐍 🏠 - یک سرور شبیه MCP DeepSeek برای ترمینال
+- [sonirico/mcp-shell](https://github.com/sonirico/mcp-shell) - 🏎️ 🏠 🍎 🪟 🐧 به هوش مصنوعی دست بدهید. سرور MCP برای اجرای امن، قابل حسابرسی و بر حسب تقاضای دستورات shell در محیطهای ایزوله مانند docker.
+- [tufantunc/ssh-mcp](https://github.com/tufantunc/ssh-mcp) 📇 🏠 🐧 🪟 - سرور MCP که کنترل SSH برای سرورهای Linux و Windows را از طریق Model Context Protocol در معرض دید قرار میدهد. اجرای امن دستورات shell راه دور با احراز هویت رمز عبور یا کلید SSH.
+- [tumf/mcp-shell-server](https://github.com/tumf/mcp-shell-server) - یک سرور اجرای دستور shell امن که Model Context Protocol (MCP) را پیادهسازی میکند
+- [wonderwhy-er/DesktopCommanderMCP](https://github.com/wonderwhy-er/DesktopCommanderMCP) 📇 🏠 🍎 🪟 🐧 - یک چاقوی سوئیسی که میتواند برنامهها را مدیریت/اجرا کند و فایلهای کد و متنی را بخواند/بنویسد/جستجو/ویرایش کند.
+
+### 💬 ارتباطات
+
+یکپارچهسازی با پلتفرمهای ارتباطی برای مدیریت پیام و عملیات کانال. به مدلهای هوش مصنوعی امکان تعامل با ابزارهای ارتباطی تیمی را میدهد.
+
+- [AbdelStark/nostr-mcp](https://github.com/AbdelStark/nostr-mcp) ☁️ - یک سرور MCP Nostr که امکان تعامل با Nostr، ارسال یادداشت و موارد دیگر را میدهد.
+- [adhikasp/mcp-twikit](https://github.com/adhikasp/mcp-twikit) 🐍 ☁️ - تعامل با جستجو و تایملاین توییتر
+- [agentmail-toolkit/mcp](https://github.com/agentmail-to/agentmail-toolkit/tree/main/mcp) 🐍 💬 - یک سرور MCP برای ایجاد صندوقهای ورودی در لحظه برای ارسال، دریافت و انجام اقدامات روی ایمیل. ما عاملهای هوش مصنوعی برای ایمیل نیستیم، بلکه ایمیل برای عاملهای هوش مصنوعی هستیم.
+- [areweai/tsgram-mcp](https://github.com/areweai/tsgram-mcp) - TSgram: تلگرام + Claude با دسترسی به فضای کاری محلی روی گوشی شما در typescript. در حین حرکت کد بخوانید، بنویسید و لذت ببرید!
+- [arpitbatra123/mcp-googletasks](https://github.com/arpitbatra123/mcp-googletasks) 📇 ☁️ - یک سرور MCP برای ارتباط با Google Tasks API
+- [Cactusinhand/mcp_server_notify](https://github.com/Cactusinhand/mcp_server_notify) 🐍 🏠 - یک سرور MCP که هنگام تکمیل وظایف عامل، اعلانهای دسکتاپ را با جلوه صوتی ارسال میکند.
+- [PhononX/cv-mcp-server](https://github.com/PhononX/cv-mcp-server) 🎖️ 📇 🏠 ☁️ 🍎 🪟 🐧 - سرور MCP که عاملهای هوش مصنوعی را به [Carbon Voice](https://getcarbon.app) متصل میکند. ایجاد، مدیریت و تعامل با پیامهای صوتی، مکالمات، پیامهای مستقیم، پوشهها، یادداشتهای صوتی، اقدامات هوش مصنوعی و موارد دیگر در [Carbon Voice](https://getcarbon.app).
+- [carterlasalle/mac_messages_mcp](https://github.com/carterlasalle/mac_messages_mcp) 🏠 🍎 🚀 - یک سرور MCP که به طور امن با پایگاه داده iMessage شما از طریق Model Context Protocol (MCP) ارتباط برقرار میکند و به LLMها امکان کوئری و تحلیل مکالمات iMessage را میدهد. این سرور شامل اعتبارسنجی قوی شماره تلفن، پردازش پیوست، مدیریت مخاطبین، مدیریت چت گروهی و پشتیبانی کامل از ارسال و دریافت پیام است.
+- [chaindead/telegram-mcp](https://github.com/chaindead/telegram-mcp) 🏎️ 🏠 - یکپارچهسازی با Telegram API برای دسترسی به دادههای کاربر، مدیریت گفتگوها (چتها، کانالها، گروهها)، بازیابی پیامها و مدیریت وضعیت خوانده شدن
+- [chigwell/telegram-mcp](https://github.com/chigwell/telegram-mcp) 🐍 🏠 - یکپارچهسازی با Telegram API برای دسترسی به دادههای کاربر، مدیریت گفتگوها (چتها، کانالها، گروهها)، بازیابی پیامها، ارسال پیامها و مدیریت وضعیت خوانده شدن.
+- [Danielpeter-99/calcom-mcp](https://github.com/Danielpeter-99/calcom-mcp) 🐍 🏠 - سرور MCP برای Calcom. مدیریت انواع رویدادها، ایجاد رزروها و دسترسی به دادههای زمانبندی Cal.com از طریق LLMها.
+- [elie222/inbox-zero](https://github.com/elie222/inbox-zero/tree/main/apps/mcp-server) 🐍 ☁️ - یک سرور MCP برای Inbox Zero. عملکردهایی را به Gmail اضافه میکند مانند پیدا کردن ایمیلهایی که باید به آنها پاسخ دهید یا باید آنها را پیگیری کنید.
+- [gerkensm/callcenter.js-mcp](https://github.com/gerkensm/callcenter.js-mcp) 📇 ☁️ - یک سرور MCP برای برقراری تماسهای تلفنی با استفاده از VoIP/SIP و Realtime API OpenAI و مشاهده رونوشت.
+- [gitmotion/ntfy-me-mcp](https://github.com/gitmotion/ntfy-me-mcp) 📇 ☁️ 🏠 - یک سرور MCP ntfy برای ارسال/دریافت اعلانهای ntfy به سرور ntfy خودمیزبان شما از عاملهای هوش مصنوعی 📤 (پشتیبانی از احراز هویت توکن امن و موارد دیگر - با npx یا docker استفاده کنید!)
+- [gotoolkits/wecombot](https://github.com/gotoolkits/mcp-wecombot-server.git) 🚀 ☁️ - یک برنامه سرور MCP که انواع مختلف پیامها را به ربات گروه WeCom ارسال میکند.
+- [hannesrudolph/imessage-query-fastmcp-mcp-server](https://github.com/hannesrudolph/imessage-query-fastmcp-mcp-server) 🐍 🏠 🍎 - یک سرور MCP که دسترسی ایمن به پایگاه داده iMessage شما را از طریق Model Context Protocol (MCP) فراهم میکند و به LLMها امکان کوئری و تحلیل مکالمات iMessage با اعتبارسنجی صحیح شماره تلفن و مدیریت پیوست را میدهد
+- [i-am-bee/acp-mcp](https://github.com/i-am-bee/acp-mcp) 🐍 💬 - یک سرور MCP که به عنوان یک آداپتور به اکوسیستم [ACP](https://agentcommunicationprotocol.dev) عمل میکند. به طور یکپارچه عاملهای ACP را به کلاینتهای MCP در معرض دید قرار میدهد و شکاف ارتباطی بین دو پروتکل را پر میکند.
+- [InditexTech/mcp-teams-server](https://github.com/InditexTech/mcp-teams-server) 🐍 ☁️ - سرور MCP که پیامرسانی Microsoft Teams را یکپارچه میکند (خواندن، ارسال، منشن کردن، لیست کردن اعضا و رشتهها)
+- [Infobip/mcp](https://github.com/infobip/mcp) 🎖️ ☁️ - سرور MCP رسمی Infobip برای یکپارچهسازی پلتفرم ارتباطی ابری جهانی Infobip. این سرور عاملهای هوش مصنوعی را به ابرقدرتهای ارتباطی مجهز میکند و به آنها اجازه میدهد پیامهای SMS و RCS ارسال و دریافت کنند، با WhatsApp و Viber تعامل داشته باشند، گردشهای کاری ارتباطی را خودکار کنند و دادههای مشتری را مدیریت کنند، همه در یک محیط آماده برای تولید.
+- [jagan-shanmugam/mattermost-mcp-host](https://github.com/jagan-shanmugam/mattermost-mcp-host) 🐍 🏠 - یک سرور MCP همراه با میزبان MCP که دسترسی به تیمها، کانالها و پیامهای Mattermost را فراهم میکند. میزبان MCP به عنوان یک ربات در Mattermost با دسترسی به سرورهای MCP که میتوانند پیکربندی شوند، یکپارچه شده است.
+- [jaipandya/producthunt-mcp-server](https://github.com/jaipandya/producthunt-mcp-server) 🐍 🏠 - سرور MCP برای Product Hunt. تعامل با پستهای پرطرفدار، نظرات، مجموعهها، کاربران و موارد دیگر.
+- [joinly-ai/joinly](https://github.com/joinly-ai/joinly) 🐍☁️ - سرور MCP برای تعامل با پلتفرمهای جلسات مبتنی بر مرورگر (Zoom، Teams، Google Meet). به عاملهای هوش مصنوعی امکان ارسال رباتها به جلسات آنلاین، جمعآوری رونوشتهای زنده، صحبت کردن متن و ارسال پیام در چت جلسه را میدهد.
+- [keturiosakys/bluesky-context-server](https://github.com/keturiosakys/bluesky-context-server) 📇 ☁️ - یکپارچهسازی با نمونه Bluesky برای کوئری و تعامل
+- [khan2a/telephony-mcp-server](https://github.com/khan2a/telephony-mcp-server) 🐍 💬 - سرور تلفنی MCP برای اتوماسیون تماسهای صوتی با تبدیل گفتار به متن و تشخیص گفتار برای خلاصهسازی مکالمات تماس. ارسال و دریافت SMS، تشخیص پست صوتی و یکپارچهسازی با APIهای Vonage برای گردشهای کاری تلفنی پیشرفته.
+- [korotovsky/slack-mcp-server](https://github.com/korotovsky/slack-mcp-server) 📇 ☁️ - قدرتمندترین سرور MCP برای فضاهای کاری Slack.
+- [lharries/whatsapp-mcp](https://github.com/lharries/whatsapp-mcp) 🐍 🏎️ - یک سرور MCP برای جستجوی پیامهای شخصی WhatsApp، مخاطبین و ارسال پیام به افراد یا گروهها
+- [line/line-bot-mcp-server](https://github.com/line/line-bot-mcp-server) 🎖 📇 ☁️ - سرور MCP برای یکپارچهسازی حساب رسمی LINE
+- [OverQuotaAI/chatterboxio-mcp-server](https://github.com/OverQuotaAI/chatterboxio-mcp-server) 📇 ☁️ - پیادهسازی سرور MCP برای ChatterBox.io، که به عاملهای هوش مصنوعی امکان ارسال رباتها به جلسات آنلاین (Zoom، Google Meet) و به دست آوردن رونوشتها و ضبطها را میدهد.
+- [wyattjoh/imessage-mcp](https://github.com/wyattjoh/imessage-mcp) 📇 🏠 🍎 - یک سرور Model Context Protocol برای خواندن دادههای iMessage از macOS.
+- [sawa-zen/vrchat-mcp](https://github.com/sawa-zen/vrchat-mcp) - 📇 🏠 این یک سرور MCP برای تعامل با VRChat API است. میتوانید اطلاعات مربوط به دوستان، دنیاها، آواتارها و موارد دیگر را در VRChat بازیابی کنید.
+- [softeria/ms-365-mcp-server](https://github.com/softeria/ms-365-mcp-server) 📇 ☁️ - سرور MCP که به Microsoft Office و کل مجموعه Microsoft 365 با استفاده از Graph API (شامل Outlook، ایمیل، فایلها، Excel، تقویم) متصل میشود
+- [saseq/discord-mcp](https://github.com/SaseQ/discord-mcp) ☕ 📇 🏠 💬 - یک سرور MCP برای یکپارچهسازی با Discord. دستیاران هوش مصنوعی خود را قادر سازید تا به طور یکپارچه با Discord تعامل داشته باشند. تجربه Discord خود را با قابلیتهای اتوماسیون قدرتمند افزایش دهید.
+- [teddyzxcv/ntfy-mcp](https://github.com/teddyzxcv/ntfy-mcp) - سرور MCP که شما را با ارسال اعلان بر روی گوشی با استفاده از ntfy مطلع نگه میدارد
+- [userad/didlogic_mcp](https://github.com/UserAd/didlogic_mcp) 🐍 ☁️ - یک سرور MCP برای [DIDLogic](https://didlogic.com). عملکردهایی برای مدیریت نقاط پایانی SIP، شمارهها و مقاصد اضافه میکند.
+- [YCloud-Developers/ycloud-whatsapp-mcp-server](https://github.com/YCloud-Developers/ycloud-whatsapp-mcp-server) 📇 🏠 - سرور MCP برای پلتفرم تجاری WhatsApp توسط YCloud.
+- [zcaceres/gtasks-mcp](https://github.com/zcaceres/gtasks-mcp) 📇 ☁️ - یک سرور MCP برای مدیریت Google Tasks
+- [ztxtxwd/open-feishu-mcp-server](https://github.com/ztxtxwd/open-feishu-mcp-server) 📇 ☁️ 🏠 - یک سرور Model Context Protocol (MCP) با احراز هویت Feishu OAuth داخلی، که از اتصالات راه دور پشتیبانی میکند و ابزارهای جامع مدیریت اسناد Feishu شامل ایجاد بلوک، بهروزرسانی محتوا و ویژگیهای پیشرفته را ارائه میدهد.
+
+
+### 👤 پلتفرمهای داده مشتری
+
+دسترسی به پروفایلهای مشتری در داخل پلتفرمهای داده مشتری را فراهم میکند
+
+- [antv/mcp-server-chart](https://github.com/antvis/mcp-server-chart) 🎖️ 📇 ☁️ - یک سرور Model Context Protocol برای تولید نمودارهای بصری با استفاده از [AntV](https://github.com/antvis).
+- [hustcc/mcp-echarts](https://github.com/hustcc/mcp-echarts) 📇 🏠 - تولید نمودارهای بصری با استفاده از [Apache ECharts](https://echarts.apache.org) با AI MCP به صورت پویا.
+- [hustcc/mcp-mermaid](https://github.com/hustcc/mcp-mermaid) 📇 🏠 - تولید نمودار و چارت [mermaid](https://mermaid.js.org/) با AI MCP به صورت پویا.
+- [iaptic/mcp-server-iaptic](https://github.com/iaptic/mcp-server-iaptic) 🎖️ 📇 ☁️ - با [iaptic](https://www.iaptic.com) متصل شوید تا در مورد خریدهای مشتری، دادههای تراکنش و آمار درآمد برنامه خود سؤال کنید.
+- [OpenDataMCP/OpenDataMCP](https://github.com/OpenDataMCP/OpenDataMCP) 🐍 ☁️ - هر داده باز را به هر LLM با Model Context Protocol متصل کنید.
+- [sergehuber/inoyu-mcp-unomi-server](https://github.com/sergehuber/inoyu-mcp-unomi-server) 📇 ☁️ - یک سرور MCP برای دسترسی و بهروزرسانی پروفایلها در یک سرور Apache Unomi CDP.
+- [tinybirdco/mcp-tinybird](https://github.com/tinybirdco/mcp-tinybird) 🐍 ☁️ - یک سرور MCP برای تعامل با یک فضای کاری Tinybird از هر کلاینت MCP.
+
+### 🗄️ پایگاههای داده
+
+دسترسی امن به پایگاه داده با قابلیتهای بازرسی schema. امکان کوئری و تحلیل دادهها با کنترلهای امنیتی قابل تنظیم شامل دسترسی فقط خواندنی را فراهم میکند.
+
+- [Aiven-Open/mcp-aiven](https://github.com/Aiven-Open/mcp-aiven) - 🐍 ☁️ 🎖️ - در [پروژههای Aiven](https://go.aiven.io/mcp-server) خود پیمایش کنید و با سرویسهای PostgreSQL®، Apache Kafka®، ClickHouse® و OpenSearch® تعامل داشته باشید
+- [alexanderzuev/supabase-mcp-server](https://github.com/alexander-zuev/supabase-mcp-server) - سرور MCP Supabase با پشتیبانی از اجرای کوئری SQL و ابزارهای کاوش پایگاه داده
+- [aliyun/alibabacloud-tablestore-mcp-server](https://github.com/aliyun/alibabacloud-tablestore-mcp-server) ☕ 🐍 ☁️ - سرویس MCP برای Tablestore، ویژگیها شامل اضافه کردن اسناد، جستجوی معنایی برای اسناد بر اساس بردارها و اسکالرها، سازگار با RAG، و بدون سرور است.
+- [amineelkouhen/mcp-cockroachdb](https://github.com/amineelkouhen/mcp-cockroachdb) 🐍 ☁️ - یک سرور Model Context Protocol برای مدیریت، نظارت و کوئری دادهها در [CockroachDB](https://cockroachlabs.com).
+- [benborla29/mcp-server-mysql](https://github.com/benborla/mcp-server-mysql) ☁️ 🏠 - یکپارچهسازی پایگاه داده MySQL در NodeJS با کنترلهای دسترسی قابل تنظیم و بازرسی schema
+- [bram2w/baserow](https://github.com/bram2w/baserow) - یکپارچهسازی پایگاه داده Baserow با قابلیتهای جستجو، لیست کردن، و ایجاد، خواندن، بهروزرسانی و حذف ردیفها.
+- [c4pt0r/mcp-server-tidb](https://github.com/c4pt0r/mcp-server-tidb) 🐍 ☁️ - یکپارچهسازی پایگاه داده TiDB با قابلیتهای بازرسی schema و کوئری
+- [Canner/wren-engine](https://github.com/Canner/wren-engine) 🐍 🦀 🏠 - موتور معنایی برای کلاینتهای Model Context Protocol (MCP) و عاملهای هوش مصنوعی
+- [centralmind/gateway](https://github.com/centralmind/gateway) 🏎️ 🏠 🍎 🪟 - سرور MCP و MCP SSE که به طور خودکار API را بر اساس schema و دادههای پایگاه داده تولید میکند. از PostgreSQL، Clickhouse، MySQL، Snowflake، BigQuery، Supabase پشتیبانی میکند
+- [ChristianHinge/dicom-mcp](https://github.com/ChristianHinge/dicom-mcp) 🐍 ☁️ 🏠 - یکپارچهسازی با DICOM برای کوئری، خواندن و انتقال تصاویر و گزارشهای پزشکی از PACS و سایر سیستمهای سازگار با DICOM.
+- [chroma-core/chroma-mcp](https://github.com/chroma-core/chroma-mcp) 🎖️ 🐍 ☁️ 🏠 - سرور MCP Chroma برای دسترسی به نمونههای محلی و ابری Chroma برای قابلیتهای بازیابی
+- [ClickHouse/mcp-clickhouse](https://github.com/ClickHouse/mcp-clickhouse) 🐍 ☁️ - یکپارچهسازی پایگاه داده ClickHouse با قابلیتهای بازرسی schema و کوئری
+- [confluentinc/mcp-confluent](https://github.com/confluentinc/mcp-confluent) 🐍 ☁️ - یکپارچهسازی با Confluent برای تعامل با Confluent Kafka و APIهای REST Confluent Cloud.
+- [Couchbase-Ecosystem/mcp-server-couchbase](https://github.com/Couchbase-Ecosystem/mcp-server-couchbase) 🎖️ 🐍 ☁️ 🏠 - سرور MCP Couchbase دسترسی یکپارچه به هر دو کلاستر ابری Capella و خود-مدیریت شده را برای عملیات اسناد، کوئریهای SQL++ و تحلیل دادههای زبان طبیعی فراهم میکند.
+- [cr7258/elasticsearch-mcp-server](https://github.com/cr7258/elasticsearch-mcp-server) 🐍 🏠 - پیادهسازی سرور MCP که تعامل با Elasticsearch را فراهم میکند
+- [crystaldba/postgres-mcp](https://github.com/crystaldba/postgres-mcp) 🐍 🏠 - سرور MCP همهکاره برای توسعه و عملیات Postgres، با ابزارهایی برای تحلیل عملکرد، تنظیم و بررسی سلامت
+- [Dataring-engineering/mcp-server-trino](https://github.com/Dataring-engineering/mcp-server-trino) 🐍 ☁️ - سرور MCP Trino برای کوئری و دسترسی به دادهها از کلاسترهای Trino.
+- [davewind/mysql-mcp-server](https://github.com/dave-wind/mysql-mcp-server) 🏎️ 🏠 A – سرور mcp mysql فقط-خواندنی کاربرپسند برای cursor و n8n...
+- [designcomputer/mysql_mcp_server](https://github.com/designcomputer/mysql_mcp_server) 🐍 🏠 - یکپارچهسازی پایگاه داده MySQL با کنترلهای دسترسی قابل تنظیم، بازرسی schema و دستورالعملهای امنیتی جامع
+- [domdomegg/airtable-mcp-server](https://github.com/domdomegg/airtable-mcp-server) 📇 🏠 - یکپارچهسازی پایگاه داده Airtable با بازرسی schema، قابلیتهای خواندن و نوشتن
+- [edwinbernadus/nocodb-mcp-server](https://github.com/edwinbernadus/nocodb-mcp-server) 📇 ☁️ - یکپارچهسازی پایگاه داده Nocodb، قابلیتهای خواندن و نوشتن
+- [ergut/mcp-bigquery-server](https://github.com/ergut/mcp-bigquery-server) 📇 ☁️ - پیادهسازی سرور برای یکپارچهسازی با Google BigQuery که دسترسی مستقیم به پایگاه داده BigQuery و قابلیتهای کوئری را امکانپذیر میکند
+- [f4ww4z/mcp-mysql-server](https://github.com/f4ww4z/mcp-mysql-server) 📇 🏠 - یکپارچهسازی پایگاه داده MySQL مبتنی بر Node.js که عملیات پایگاه داده MySQL امن را فراهم میکند
+- [ferrants/memvid-mcp-server](https://github.com/ferrants/memvid-mcp-server) 🐍 🏠 - سرور HTTP قابل استریم Python که میتوانید به صورت محلی برای تعامل با ذخیرهسازی و جستجوی معنایی [memvid](https://github.com/Olow304/memvid) اجرا کنید.
+- [fireproof-storage/mcp-database-server](https://github.com/fireproof-storage/mcp-database-server) 📇 ☁️ - پایگاه داده لجر Fireproof با همگامسازی چند کاربره
+- [freema/mcp-gsheets](https://github.com/freema/mcp-gsheets) 📇 ☁️ - سرور MCP برای یکپارچهسازی با Google Sheets API با قابلیتهای جامع خواندن، نوشتن، قالببندی و مدیریت شیت.
+- [FreePeak/db-mcp-server](https://github.com/FreePeak/db-mcp-server) 🏎️ 🏠 – یک سرور MCP چند-پایگاه داده با کارایی بالا ساخته شده با Golang، که از MySQL و PostgreSQL پشتیبانی میکند (NoSQL به زودی). شامل ابزارهای داخلی برای اجرای کوئری، مدیریت تراکنش، کاوش schema، ساخت کوئری و تحلیل عملکرد، با یکپارچهسازی یکپارچه Cursor برای گردشهای کاری پیشرفته پایگاه داده.
+- [furey/mongodb-lens](https://github.com/furey/mongodb-lens) 📇 🏠 - MongoDB Lens: سرور MCP کاملاً مجهز برای پایگاههای داده MongoDB
+- [gannonh/firebase-mcp](https://github.com/gannonh/firebase-mcp) 🔥 ⛅️ - خدمات Firebase شامل Auth، Firestore و Storage.
+- [get-convex/convex-backend](https://stack.convex.dev/convex-mcp-server) 📇 ☁️ - یکپارچهسازی پایگاه داده Convex برای بازرسی جداول، توابع و اجرای کوئریهای یکباره ([منبع](https://github.com/get-convex/convex-backend/blob/main/npm-packages/convex/src/cli/mcp.ts))
+- [googleapis/genai-toolbox](https://github.com/googleapis/genai-toolbox) 🏎️ ☁️ - سرور MCP منبع باز متخصص در ابزارهای آسان، سریع و امن برای پایگاههای داده.
+- [GreptimeTeam/greptimedb-mcp-server](https://github.com/GreptimeTeam/greptimedb-mcp-server) 🐍 🏠 - سرور MCP برای کوئری GreptimeDB.
+- [hannesrudolph/sqlite-explorer-fastmcp-mcp-server](https://github.com/hannesrudolph/sqlite-explorer-fastmcp-mcp-server) 🐍 🏠 - یک سرور MCP که دسترسی ایمن و فقط-خواندنی به پایگاههای داده SQLite را از طریق Model Context Protocol (MCP) فراهم میکند. این سرور با چارچوب FastMCP ساخته شده است که به LLMها امکان کاوش و کوئری پایگاههای داده SQLite با ویژگیهای ایمنی داخلی و اعتبارسنجی کوئری را میدهد.
+- [henilcalagiya/google-sheets-mcp](https://github.com/henilcalagiya/google-sheets-mcp) 🐍 🏠 - دروازه دستیار هوش مصنوعی شما به Google Sheets! ۲۵ ابزار قدرتمند برای اتوماسیون یکپارچه Google Sheets از طریق MCP.
+- [hydrolix/mcp-hydrolix](https://github.com/hydrolix/mcp-hydrolix) 🎖️ 🐍 ☁️ - یکپارچهسازی با دریاچه داده سری زمانی Hydrolix که قابلیتهای کاوش schema و کوئری را به گردشهای کاری مبتنی بر LLM میدهد.
+- [idoru/influxdb-mcp-server](https://github.com/idoru/influxdb-mcp-server) 📇 ☁️ 🏠 - اجرای کوئریها در برابر InfluxDB OSS API v2.
+- [InfluxData/influxdb3_mcp_server](https://github.com/influxdata/influxdb3_mcp_server) 🎖️ 📇 🏠 ☁️ - سرور MCP رسمی برای InfluxDB 3 Core/Enterprise/Cloud Dedicated
+- [isaacwasserman/mcp-snowflake-server](https://github.com/isaacwasserman/mcp-snowflake-server) 🐍 ☁️ - یکپارچهسازی با Snowflake که عملیات خواندن و (اختیاری) نوشتن و همچنین ردیابی بینش را پیادهسازی میکند
+- [iunera/druid-mcp-server](https://github.com/iunera/druid-mcp-server) ☕ ☁️ 🏠 - سرور MCP جامع برای Apache Druid که ابزارها، منابع و پرامپتهای گستردهای برای مدیریت و تحلیل کلاسترهای Druid فراهم میکند.
+- [yannbrrd/simple_snowflake_mcp](https://github.com/YannBrrd/simple_snowflake_mcp) 🐍 ☁️ - سرور MCP ساده Snowflake که پشت یک پروکسی شرکتی کار میکند. عملیات خواندن و نوشتن (اختیاری)
+- [joshuarileydev/supabase-mcp-server](https://github.com/joshuarileydev/supabase) - سرور MCP Supabase برای مدیریت و ایجاد پروژهها و سازمانها در Supabase
+- [jovezhong/mcp-timeplus](https://github.com/jovezhong/mcp-timeplus) 🐍 ☁️ - سرور MCP برای Apache Kafka و Timeplus. قادر به لیست کردن تاپیکهای Kafka، polling پیامهای Kafka، ذخیره دادههای Kafka به صورت محلی و کوئری دادههای جریانی با SQL از طریق Timeplus
+- [jparkerweb/mcp-sqlite](https://github.com/jparkerweb/mcp-sqlite) 📇 🏠 - سرور Model Context Protocol (MCP) که قابلیتهای جامع تعامل با پایگاه داده SQLite را فراهم میکند.
+- [KashiwaByte/vikingdb-mcp-server](https://github.com/KashiwaByte/vikingdb-mcp-server) 🐍 ☁️ - یکپارچهسازی با VikingDB با معرفی collection و index، ذخیره بردار و قابلیتهای جستجو.
+- [kiliczsh/mcp-mongo-server](https://github.com/kiliczsh/mcp-mongo-server) 📇 🏠 - یک سرور Model Context Protocol برای MongoDB
+- [ktanaka101/mcp-server-duckdb](https://github.com/ktanaka101/mcp-server-duckdb) 🐍 🏠 - یکپارچهسازی پایگاه داده DuckDB با قابلیتهای بازرسی schema و کوئری
+- [LucasHild/mcp-server-bigquery](https://github.com/LucasHild/mcp-server-bigquery) 🐍 ☁️ - یکپارچهسازی پایگاه داده BigQuery با قابلیتهای بازرسی schema و کوئری
+- [memgraph/mcp-memgraph](https://github.com/memgraph/ai-toolkit/tree/main/integrations/mcp-memgraph) 🐍 🏠 - سرور MCP Memgraph - شامل یک ابزار برای اجرای کوئری در برابر Memgraph و یک منبع schema.
+- [modelcontextprotocol/server-postgres](https://github.com/modelcontextprotocol/servers/tree/main/src/postgres) 📇 🏠 - یکپارچهسازی پایگاه داده PostgreSQL با قابلیتهای بازرسی schema و کوئری
+- [modelcontextprotocol/server-sqlite](https://github.com/modelcontextprotocol/servers/tree/main/src/sqlite) 🐍 🏠 - عملیات پایگاه داده SQLite با ویژگیهای تحلیل داخلی
+- [neo4j-contrib/mcp-neo4j](https://github.com/neo4j-contrib/mcp-neo4j) 🐍 🏠 - Model Context Protocol با Neo4j (اجرای کوئریها، حافظه گراف دانش، مدیریت نمونههای Neo4j Aura)
+- [neondatabase/mcp-server-neon](https://github.com/neondatabase/mcp-server-neon) 📇 ☁️ — یک سرور MCP برای ایجاد و مدیریت پایگاههای داده Postgres با استفاده از Neon Serverless Postgres
+- [niledatabase/nile-mcp-server](https://github.com/niledatabase/nile-mcp-server) سرور MCP برای پلتفرم Postgres Nile - مدیریت و کوئری پایگاههای داده Postgres، مستأجران، کاربران، احراز هویت با استفاده از LLMها
+- [openlink/mcp-server-jdbc](https://github.com/OpenLinkSoftware/mcp-jdbc-server) 🐍 🏠 - یک سرور MCP برای اتصال عمومی به سیستم مدیریت پایگاه داده (DBMS) از طریق پروتکل Java Database Connectivity (JDBC)
+- [openlink/mcp-server-odbc](https://github.com/OpenLinkSoftware/mcp-odbc-server) 🐍 🏠 - یک سرور MCP برای اتصال عمومی به سیستم مدیریت پایگاه داده (DBMS) از طریق پروتکل Open Database Connectivity (ODBC)
+- [openlink/mcp-server-sqlalchemy](https://github.com/OpenLinkSoftware/mcp-sqlalchemy-server) 🐍 🏠 - یک سرور MCP برای اتصال عمومی به سیستم مدیریت پایگاه داده (DBMS) از طریق SQLAlchemy با استفاده از Python ODBC (pyodbc)
+- [pab1it0/adx-mcp-server](https://github.com/pab1it0/adx-mcp-server) 🐍 ☁️ - کوئری و تحلیل پایگاههای داده Azure Data Explorer
+- [pab1it0/prometheus-mcp-server](https://github.com/pab1it0/prometheus-mcp-server) 🐍 ☁️ - کوئری و تحلیل Prometheus، سیستم نظارت منبع باز.
+- [prisma/mcp](https://github.com/prisma/mcp) 📇 ☁️ 🏠 - به LLMها امکان مدیریت پایگاههای داده Prisma Postgres را میدهد (مثلاً راهاندازی پایگاههای داده جدید و اجرای migrationها یا کوئریها).
+- [qdrant/mcp-server-qdrant](https://github.com/qdrant/mcp-server-qdrant) 🐍 🏠 - یک سرور MCP Qdrant
+- [QuantGeekDev/mongo-mcp](https://github.com/QuantGeekDev/mongo-mcp) 📇 🏠 - یکپارچهسازی با MongoDB که به LLMها امکان تعامل مستقیم با پایگاههای داده را میدهد.
+- [quarkiverse/mcp-server-jdbc](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc) ☕ 🏠 - به هر پایگاه داده سازگار با JDBC متصل شوید و کوئری، درج، بهروزرسانی، حذف و موارد دیگر را انجام دهید.
+- [rashidazarang/airtable-mcp](https://github.com/rashidazarang/airtable-mcp) 🐍 ☁️ - ابزارهای هوش مصنوعی را مستقیماً به Airtable متصل کنید. با استفاده از زبان طبیعی رکوردها را کوئری، ایجاد، بهروزرسانی و حذف کنید. ویژگیها شامل مدیریت base، عملیات table، دستکاری schema، فیلتر کردن رکورد و انتقال داده از طریق یک رابط MCP استاندارد است.
+- [redis/mcp-redis](https://github.com/redis/mcp-redis) 🐍 🏠 - سرور MCP رسمی Redis یک رابط برای مدیریت و جستجوی دادهها در Redis ارائه میدهد.
+- [runekaagaard/mcp-alchemy](https://github.com/runekaagaard/mcp-alchemy) 🐍 🏠 - یکپارچهسازی پایگاه داده جهانی مبتنی بر SQLAlchemy که از PostgreSQL، MySQL، MariaDB، SQLite، Oracle، MS SQL Server و بسیاری پایگاههای داده دیگر پشتیبانی میکند. دارای بازرسی schema و روابط و قابلیتهای تحلیل مجموعه دادههای بزرگ است.
+- [s2-streamstore/s2-sdk-typescript](https://github.com/s2-streamstore/s2-sdk-typescript) 🎖️ 📇 ☁️ - سرور MCP رسمی برای پلتفرم استریم بدون سرور S2.dev.
+- [schemacrawler/SchemaCrawler-MCP-Server-Usage](https://github.com/schemacrawler/SchemaCrawler-MCP-Server-Usage) 🎖️ ☕ – به هر پایگاه داده رابطهای متصل شوید و قادر به دریافت SQL معتبر باشید و سؤالاتی مانند اینکه یک پیشوند ستون خاص به چه معناست را بپرسید.
+- [sirmews/mcp-pinecone](https://github.com/sirmews/mcp-pinecone) 🐍 ☁️ - یکپارچهسازی با Pinecone با قابلیتهای جستجوی برداری
+- [skysqlinc/skysql-mcp](https://github.com/skysqlinc/skysql-mcp) 🎖️ ☁️ - سرور MCP پایگاه داده ابری بدون سرور MariaDB. ابزارهایی برای راهاندازی، حذف، اجرای SQL و کار با عاملهای هوش مصنوعی سطح پایگاه داده برای تبدیل متن به sql دقیق و مکالمات.
+- [Snowflake-Labs/mcp](https://github.com/Snowflake-Labs/mcp) 🐍 ☁️ - سرور MCP منبع باز برای Snowflake از Snowflake-Labs رسمی از پرامپت کردن Cortex Agents، کوئری دادههای ساختاریافته و بدون ساختار، مدیریت اشیاء، اجرای SQL، کوئری نمای معنایی و موارد دیگر پشتیبانی میکند. RBAC، کنترلهای CRUD دانهریز و تمام روشهای احراز هویت پشتیبانی میشوند.
+- [subnetmarco/pgmcp](https://github.com/subnetmarco/pgmcp) 🏎️ 🏠 - کوئریهای PostgreSQL به زبان طبیعی با استریم خودکار، ایمنی فقط-خواندنی و سازگاری جهانی با پایگاه داده.
+- [supabase-community/supabase-mcp](https://github.com/supabase-community/supabase-mcp) 🎖️ 📇 ☁️ - سرور MCP رسمی Supabase برای اتصال دستیاران هوش مصنوعی مستقیماً به پروژه Supabase شما و اجازه دادن به آنها برای انجام وظایفی مانند مدیریت جداول، دریافت پیکربندی و کوئری دادهها.
+- [TheRaLabs/legion-mcp](https://github.com/TheRaLabs/legion-mcp) 🐍 🏠 سرور MCP پایگاه داده جهانی که از انواع مختلف پایگاه داده از جمله PostgreSQL، Redshift، CockroachDB، MySQL، RDS MySQL، Microsoft SQL Server، BigQuery، Oracle DB و SQLite پشتیبانی میکند.
+- [tradercjz/dolphindb-mcp-server](https://github.com/tradercjz/dolphindb-mcp-server) 🐍 ☁️ - یکپارچهسازی پایگاه داده TDolphinDB با قابلیتهای بازرسی schema و کوئری
+- [tuannvm/mcp-trino](https://github.com/tuannvm/mcp-trino) 🏎️ ☁️ - یک پیادهسازی Go از یک سرور Model Context Protocol (MCP) برای Trino
+- [VictoriaMetrics-Community/mcp-victorialogs](https://github.com/VictoriaMetrics-Community/mcp-victorialogs) 🎖️ 🏎️ 🏠 - یکپارچهسازی جامع با [APIهای نمونه VictoriaLogs](https://docs.victoriametrics.com/victorialogs/querying/#http-api) و [مستندات](https://docs.victoriametrics.com/victorialogs/) شما برای کار با لاگها، تحقیق و اشکالزدایی وظایف مرتبط با نمونههای VictoriaLogs شما را فراهم میکند.
+- [weaviate/mcp-server-weaviate](https://github.com/weaviate/mcp-server-weaviate) 🐍 📇 ☁️ - یک سرور MCP برای اتصال به مجموعههای Weaviate شما به عنوان یک پایگاه دانش و همچنین استفاده از Weaviate به عنوان یک حافظه چت.
+- [wenb1n-dev/mysql_mcp_server_pro](https://github.com/wenb1n-dev/mysql_mcp_server_pro) 🐍 🏠 - از SSE، STDIO پشتیبانی میکند؛ نه تنها به عملکرد CRUD MySQL محدود نمیشود؛ همچنین شامل قابلیتهای تحلیل استثنای پایگاه داده است؛ مجوزهای پایگاه داده را بر اساس نقشها کنترل میکند؛ و گسترش ابزارها را برای توسعهدهندگان با سفارشیسازی آسان میکند
+- [xexr/mcp-libsql](https://github.com/Xexr/mcp-libsql) 📇 🏠 ☁️ - سرور MCP آماده برای تولید برای پایگاههای داده libSQL با ابزارهای امنیتی و مدیریتی جامع.
+- [XGenerationLab/xiyan_mcp_server](https://github.com/XGenerationLab/xiyan_mcp_server) 📇 ☁️ — یک سرور MCP که از دریافت دادهها از یک پایگاه داده با استفاده از کوئریهای زبان طبیعی، با قدرت XiyanSQL به عنوان LLM تبدیل متن به SQL پشتیبانی میکند.
+- [xing5/mcp-google-sheets](https://github.com/xing5/mcp-google-sheets) 🐍 ☁️ - یک سرور Model Context Protocol برای تعامل با Google Sheets. این سرور ابزارهایی برای ایجاد، خواندن، بهروزرسانی و مدیریت صفحات گسترده از طریق Google Sheets API فراهم میکند.
+- [ydb/ydb-mcp](https://github.com/ydb-platform/ydb-mcp) 🎖️ 🐍 ☁️ - سرور MCP برای تعامل با پایگاههای داده [YDB](https://ydb.tech)
+- [yincongcyincong/VictoriaMetrics-mcp-server](https://github.com/yincongcyincong/VictoriaMetrics-mcp-server) 🐍 🏠 - یک سرور MCP برای تعامل با پایگاه داده VictoriaMetrics.
+- [Zhwt/go-mcp-mysql](https://github.com/Zhwt/go-mcp-mysql) 🏎️ 🏠 – سرور MCP MySQL آسان برای استفاده و بدون وابستگی ساخته شده با Golang با حالت فقط-خواندنی قابل تنظیم و بازرسی schema.
+- [zilliztech/mcp-server-milvus](https://github.com/zilliztech/mcp-server-milvus) 🐍 🏠 ☁️ - سرور MCP برای Milvus / Zilliz، که امکان تعامل با پایگاه داده شما را فراهم میکند.
+
+### 📊 پلتفرمهای داده
+
+پلتفرمهای داده برای یکپارچهسازی داده، تبدیل و هماهنگسازی خط لوله.
+
+- [aywengo/kafka-schema-reg-mcp](https://github.com/aywengo/kafka-schema-reg-mcp) 🐍 ☁️ 🏠 🍎 🪟 🐧 - سرور MCP جامع Kafka Schema Registry با ۴۸ ابزار برای مدیریت چند-رجیستری، مهاجرت schema و ویژگیهای سازمانی.
+- [dbt-labs/dbt-mcp](https://github.com/dbt-labs/dbt-mcp) 🎖️ 🐍 🏠 ☁️ - سرور MCP رسمی برای [dbt (data build tool)](https://www.getdbt.com/product/what-is-dbt) که یکپارچهسازی با dbt Core/Cloud CLI، کشف متادیتای پروژه، اطلاعات مدل و قابلیتهای کوئری لایه معنایی را فراهم میکند.
+- [flowcore/mcp-flowcore-platform](https://github.com/flowcore-io/mcp-flowcore-platform) 🎖️ 📇 ☁️ 🏠 - با Flowcore تعامل داشته باشید تا اقدامات را انجام دهید، دادهها را وارد کنید، و هر دادهای را در هستههای داده خود یا در هستههای داده عمومی تحلیل، ارجاع متقابل و استفاده کنید؛ همه با زبان انسانی.
+- [JordiNei/mcp-databricks-server](https://github.com/JordiNeil/mcp-databricks-server) 🐍 ☁️ - به Databricks API متصل شوید، که به LLMها امکان اجرای کوئریهای SQL، لیست کردن jobها و دریافت وضعیت job را میدهد.
+- [jwaxman19/qlik-mcp](https://github.com/jwaxman19/qlik-mcp) 📇 ☁️ - سرور MCP برای Qlik Cloud API که کوئری برنامهها، شیتها و استخراج داده از تجسمها را با پشتیبانی جامع از احراز هویت و محدودیت نرخ امکانپذیر میکند.
+- [keboola/keboola-mcp-server](https://github.com/keboola/keboola-mcp-server) 🐍 - با پلتفرم داده Keboola Connection تعامل داشته باشید. این سرور ابزارهایی برای لیست کردن و دسترسی به دادهها از Keboola Storage API فراهم میکند.
+- [mattijsdp/dbt-docs-mcp](https://github.com/mattijsdp/dbt-docs-mcp) 🐍 🏠 - سرور MCP برای کاربران dbt-core (OSS) زیرا MCP رسمی dbt فقط از dbt Cloud پشتیبانی میکند. از متادیتای پروژه، lineage سطح مدل و ستون و مستندات dbt پشتیبانی میکند.
+- [yashshingvi/databricks-genie-MCP](https://github.com/yashshingvi/databricks-genie-MCP) 🐍 ☁️ - سروری که به Databricks Genie API متصل میشود و به LLMها اجازه میدهد سؤالات زبان طبیعی بپرسند، کوئریهای SQL اجرا کنند و با عاملهای مکالمهای Databricks تعامل داشته باشند.
+- [alkemiai/alkemi-mcp](https://github.com/alkemi-ai/alkemi-mcp) 📇 ☁️ - سرور MCP برای کوئری زبان طبیعی محصولات داده Snowflake، Google BigQuery و DataBricks از طریق Alkemi.ai.
+- [paracetamol951/caisse-enregistreuse-mcp-server](https://github.com/paracetamol951/caisse-enregistreuse-mcp-server) 🏠 🐧 🍎 ☁️ - به شما امکان میدهد عملیات تجاری، ثبت فروش، نرمافزار POS، CRM را خودکار یا نظارت کنید.
+
+
+### 💻 ابزارهای توسعهدهنده
+
+ابزارها و یکپارچهسازیهایی که گردش کار توسعه و مدیریت محیط را بهبود میبخشند.
+
+- [21st-dev/Magic-MCP](https://github.com/21st-dev/magic-mcp) - اجزای UI ساخته شده با الهام از بهترین مهندسان طراحی 21st.dev را ایجاد کنید.
+- [aashari/mcp-server-atlassian-bitbucket](https://github.com/aashari/mcp-server-atlassian-bitbucket) 📇 ☁️ - یکپارچهسازی با Atlassian Bitbucket Cloud. به سیستمهای هوش مصنوعی امکان تعامل با مخازن، pull requestها، فضاهای کاری و کد را در زمان واقعی میدهد.
+- [aashari/mcp-server-atlassian-confluence](https://github.com/aashari/mcp-server-atlassian-confluence) 📇 ☁️ - یکپارچهسازی با Atlassian Confluence Cloud. به سیستمهای هوش مصنوعی امکان تعامل با فضاها، صفحات و محتوای Confluence با تبدیل خودکار ADF به Markdown را میدهد.
+- [aashari/mcp-server-atlassian-jira](https://github.com/aashari/mcp-server-atlassian-jira) 📇 ☁️ - یکپارچهسازی با Atlassian Jira Cloud. به سیستمهای هوش مصنوعی امکان تعامل با پروژهها، issueها، نظرات و اطلاعات توسعه مرتبط Jira را در زمان واقعی میدهد.
+- [abrinsmead/mindpilot-mcp](https://github.com/abrinsmead/mindpilot-mcp) 📇 🏠 - کد، معماری و مفاهیم دیگر را به صورت نمودارهای mermaid در یک برنامه وب میزبانی شده محلی تجسم میکند. فقط از عامل خود بخواهید "این را در یک نمودار به من نشان بده".
+- [admica/FileScopeMCP](https://github.com/admica/FileScopeMCP) 🐍 📇 🦀 - کدبیس شما را تحلیل میکند و فایلهای مهم را بر اساس روابط وابستگی شناسایی میکند. نمودارها و امتیازات اهمیت را تولید میکند و به دستیاران هوش مصنوعی در درک کدبیس کمک میکند.
+- [agent-hanju/char-index-mcp](https://github.com/agent-hanju/char-index-mcp) 🐍 🏠 ☁️ 🍎 🪟 🐧 - نمایهسازی دقیق رشته در سطح کاراکتر برای LLMها. ابزارهایی برای پیدا کردن، استخراج و دستکاری متن بر اساس موقعیت دقیق کاراکتر برای حل عملیات مبتنی بر موقعیت فراهم میکند.
+- [akramIOT/MCP_AI_SOC_Sher](https://github.com/akramIOT/MCP_AI_SOC_Sher) 🐍 ☁️ 📇 - سرور MCP برای انجام تحلیل تهدید امنیتی دینامیک AI SOC برای یک عامل هوش مصنوعی Text2SQL.
+- [alimo7amed93/webhook-tester-mcp](https://github.com/alimo7amed93/webhook-tester-mcp) 🐍 ☁️ – یک سرور مبتنی بر FastMCP برای تعامل با webhook-test.com. به کاربران امکان میدهد وبهوکها را به صورت محلی با استفاده از Claude ایجاد، بازیابی و حذف کنند.
+- [ambar/simctl-mcp](https://github.com/ambar/simctl-mcp) 📇 🏠 🍎 یک پیادهسازی سرور MCP برای کنترل شبیهساز iOS.
+- [api7/apisix-mcp](https://github.com/api7/apisix-mcp) 🎖️ 📇 🏠 سرور MCP که از کوئری و مدیریت تمام منابع در [Apache APISIX](https://github.com/apache/apisix) پشتیبانی میکند.
+- [ArchAI-Labs/fastmcp-sonarqube-metrics](https://github.com/ArchAI-Labs/fastmcp-sonarqube-metrics) 🐍 🏠 🪟 🐧 🍎 - یک سرور Model Context Protocol (MCP) که مجموعهای از ابزارها را برای بازیابی اطلاعات در مورد پروژههای SonarQube مانند معیارها (فعلی و تاریخی)، issueها، وضعیت سلامت فراهم میکند.
+- [artmann/package-registry-mcp](https://github.com/artmann/package-registry-mcp) 🏠 📇 🍎 🪟 🐧 - سرور MCP برای جستجو و دریافت اطلاعات بهروز در مورد بستههای NPM، Cargo، PyPi و NuGet.
+- [wyattjoh/jsr-mcp](https://github.com/wyattjoh/jsr-mcp) 📇 ☁️ - سرور Model Context Protocol برای JSR (JavaScript Registry)
+- [augmnt/augments-mcp-server](https://github.com/augmnt/augments-mcp-server) 📇 ☁️ 🏠 - کد Claude را با دسترسی هوشمند و بیدرنگ به بیش از ۹۰ منبع مستندات چارچوب متحول کنید. تولید کد دقیق و بهروز که از بهترین شیوههای فعلی برای React، Next.js، Laravel، FastAPI، Tailwind CSS و موارد دیگر پیروی میکند، دریافت کنید.
+- [automation-ai-labs/mcp-link](https://github.com/automation-ai-labs/mcp-link) 🏎️ 🏠 - هر API را با عاملهای هوش مصنوعی (با OpenAPI Schema) به طور یکپارچه یکپارچه کنید
+- [axliupore/mcp-code-runner](https://github.com/axliupore/mcp-code-runner) 📇 🏠 - یک سرور MCP برای اجرای کد به صورت محلی از طریق Docker و پشتیبانی از چندین زبان برنامهنویسی.
+- [azer/react-analyzer-mcp](https://github.com/azer/react-analyzer-mcp) 📇 🏠 - تحلیل کد React به صورت محلی، تولید مستندات / llm.txt برای کل پروژه به یکباره
+- [buildkite/buildkite-mcp-server](https://github.com/buildkite/buildkite-mcp-server) 🎖️ 🏎️ 🏠 ☁️ 🍎 🪟 🐧 - سرور MCP رسمی برای Buildkite. ایجاد pipelineهای جدید، تشخیص و رفع خرابیها، راهاندازی buildها، نظارت بر صفهای job و موارد دیگر.
+- [Chunkydotdev/bldbl-mcp](https://github.com/chunkydotdev/bldbl-mcp) 📇 ☁️ 🍎 🪟 🐧 - سرور MCP رسمی برای پلتفرم توسعه مبتنی بر هوش مصنوعی Buildable [bldbl.dev](https://bldbl.dev). به دستیاران هوش مصنوعی امکان مدیریت وظایف، ردیابی پیشرفت، دریافت زمینه پروژه و همکاری با انسانها در پروژههای نرمافزاری را میدهد.
+- [CircleCI/mcp-server-circleci](https://github.com/CircleCI-Public/mcp-server-circleci) 📇 ☁️ به عاملهای هوش مصنوعی امکان رفع خرابیهای build از CircleCI را میدهد.
+- [cjo4m06/mcp-shrimp-task-manager](https://github.com/cjo4m06/mcp-shrimp-task-manager) 📇 ☁️ 🏠 – یک سیستم مدیریت وظایف متمرکز بر برنامهنویسی که عاملهای کدنویسی مانند Cursor AI را با حافظه وظایف پیشرفته، خود-بازتابی و مدیریت وابستگی تقویت میکند. [ShrimpTaskManager](https://cjo4m06.github.io/mcp-shrimp-task-manager)
+- [ckanthony/gin-mcp](https://github.com/ckanthony/gin-mcp) 🏎️ ☁️ 📟 🪟 🐧 🍎 - یک کتابخانه Go با پیکربندی صفر برای در معرض دید قرار دادن خودکار APIهای موجود چارچوب وب Gin به عنوان ابزارهای MCP.
+- [ckreiling/mcp-server-docker](https://github.com/ckreiling/mcp-server-docker) 🐍 🏠 - یکپارچهسازی با Docker برای مدیریت کانتینرها، ایمیجها، volumeها و شبکهها.
+- [CodeLogicIncEngineering/codelogic-mcp-server](https://github.com/CodeLogicIncEngineering/codelogic-mcp-server) 🎖️ 🐍 ☁️ 🍎 🪟 🐧 - سرور MCP رسمی برای CodeLogic، که دسترسی به تحلیلهای وابستگی کد، تحلیل ریسک معماری و ابزارهای ارزیابی تأثیر را فراهم میکند.
+- [Comet-ML/Opik-MCP](https://github.com/comet-ml/opik-mcp) 🎖️ 📇 ☁️ 🏠 - از زبان طبیعی برای کاوش در قابلیت مشاهده LLM، traceها و دادههای نظارتی که توسط Opik ثبت شدهاند، استفاده کنید.
+- [ConfigCat/mcp-server](https://github.com/configcat/mcp-server) 🎖️ 📇 ☁️ - سرور MCP برای تعامل با پلتفرم feature flag ConfigCat. از مدیریت feature flagها، configها، محیطها، محصولات و سازمانها پشتیبانی میکند.
+- [cqfn/aibolit-mcp-server](https://github.com/cqfn/aibolit-mcp-server) ☕ - کمک به عامل هوش مصنوعی شما در شناسایی نقاط داغ برای Refactoring؛ کمک به هوش مصنوعی برای درک چگونگی 'بهتر کردن کد'
+- [currents-dev/currents-mcp](https://github.com/currents-dev/currents-mcp) 🎖️ 📇 ☁️ به عاملهای هوش مصنوعی امکان رفع خرابیهای تست Playwright گزارش شده به [Currents](https://currents.dev) را میدهد.
+- [davidan90/time-node-mcp](https://github.com/davidan90/time-node-mcp) 📇 🏠 - عملیات تاریخ و زمان آگاه از منطقه زمانی با پشتیبانی از مناطق زمانی IANA، تبدیل منطقه زمانی و مدیریت زمان صرفهجویی در نور روز.
+- [davidlin2k/pox-mcp-server](https://github.com/davidlin2k/pox-mcp-server) 🐍 🏠 - سرور MCP برای کنترلر POX SDN که قابلیتهای کنترل و مدیریت شبکه را فراهم میکند.
+- [delano/postman-mcp-server](https://github.com/delano/postman-mcp-server) 📇 ☁️ - تعامل با [Postman API](https://www.postman.com/postman/postman-public-workspace/)
+- [deploy-mcp/deploy-mcp](https://github.com/alexpota/deploy-mcp) 📇 ☁️ 🏠 - ردیاب استقرار جهانی برای دستیاران هوش مصنوعی با نشانهای وضعیت زنده و نظارت بر استقرار
+- [docker/hub-mcp](https://github.com/docker/hub-mcp) 🎖️ 📇 ☁️ 🏠 - سرور MCP رسمی برای تعامل با Docker Hub، که دسترسی به مخازن، جستجوی hub و Docker Hardened Images را فراهم میکند
+- [endorhq/cli](https://github.com/endorhq/cli) 📇 ☁️ 🏠 🪟 🐧 🍎 - Endor به عاملهای هوش مصنوعی شما اجازه میدهد سرویسهایی مانند MariaDB، Postgres، Redis، Memcached، Alpine یا Valkey را در sandboxهای ایزوله اجرا کنند. برنامههای از پیش پیکربندی شدهای دریافت کنید که در کمتر از ۵ ثانیه بوت میشوند.
+- [etsd-tech/mcp-pointer](https://github.com/etsd-tech/mcp-pointer) 📇 🏠 🍎 🪟 🐧 - انتخابگر بصری عناصر DOM برای ابزارهای کدنویسی عاملمحور. افزونه Chrome + پل سرور MCP برای Claude Code، Cursor، Windsurf و غیره. Option+Click برای گرفتن عناصر.
+- [flipt-io/mcp-server-flipt](https://github.com/flipt-io/mcp-server-flipt) 📇 🏠 - به دستیاران هوش مصنوعی امکان تعامل با feature flagهای شما در [Flipt](https://flipt.io) را میدهد.
+- [freema/mcp-design-system-extractor](https://github.com/freema/mcp-design-system-extractor) 📇 🏠 - اطلاعات کامپوننت را از سیستمهای طراحی Storybook استخراج میکند. HTML، استایلها، propها، وابستگیها، توکنهای تم و متادیتای کامپوننت را برای تحلیل سیستم طراحی مبتنی بر هوش مصنوعی فراهم میکند.
+- [gitkraken/gk-cli](https://github.com/gitkraken/gk-cli) 🎖️ 🏎️ 🏠 ☁️ 🍎 🪟 🐧 - یک CLI برای تعامل با APIهای GitKraken. شامل یک سرور MCP از طریق `gk mcp` است که نه تنها APIهای GitKraken را پوشش میدهد، بلکه Jira، GitHub، GitLab و موارد دیگر را نیز پوشش میدهد. با ابزارهای محلی و خدمات راه دور کار میکند.
+- [GLips/Figma-Context-MCP](https://github.com/GLips/Figma-Context-MCP) 📇 🏠 - به عاملهای کدنویسی دسترسی مستقیم به دادههای Figma را میدهد تا به آنها در پیادهسازی طراحی یک-شات کمک کند.
+- [gofireflyio/firefly-mcp](https://github.com/gofireflyio/firefly-mcp) 🎖️ 📇 ☁️ - منابع ابری را با [Firefly](https://firefly.ai) یکپارچه، کشف، مدیریت و کدگذاری میکند.
+- [gorosun/unified-diff-mcp](https://github.com/gorosun/unified-diff-mcp) 📇 🏠 - تولید و تجسم مقایسههای unified diff با خروجی زیبای HTML/PNG، با پشتیبانی از نماهای side-by-side و line-by-line برای یکپارچهسازی dry-run سیستم فایل
+- [Govcraft/rust-docs-mcp-server](https://github.com/Govcraft/rust-docs-mcp-server) 🦀 🏠 - زمینه مستندات بهروز را برای یک crate خاص Rust به LLMها از طریق یک ابزار MCP، با استفاده از جستجوی معنایی (embeddings) و خلاصهسازی LLM فراهم میکند.
+- [PromptExecution/cratedocs-mcp](https://github.com/promptexecution/cratedocs-mcp) 🦀 🏠 - خروجی traitهای مشتق شده، رابطها و غیره یک crate Rust به فرم کوتاه از AST (از همان api rust-analyzer استفاده میکند)، محدودیتهای خروجی (تخمین توکن) و مستندات crate با حذف regex.
+- [HainanZhao/mcp-gitlab-jira](https://github.com/HainanZhao/mcp-gitlab-jira) 📇 ☁️ 🏠 - سرور MCP یکپارچه برای GitLab و Jira: مدیریت پروژهها، merge requestها، فایلها، releaseها و تیکتها با عاملهای هوش مصنوعی.
+- [haris-musa/excel-mcp-server](https://github.com/haris-musa/excel-mcp-server) 🐍 🏠 - یک سرور دستکاری Excel که ایجاد workbook، عملیات داده، قالببندی و ویژگیهای پیشرفته (نمودارها، جداول محوری، فرمولها) را فراهم میکند.
+- [higress-group/higress-ops-mcp-server](https://github.com/higress-group/higress-ops-mcp-server) 🐍 🏠 - سرور MCP که ابزارهای جامعی برای مدیریت پیکربندیها و عملیات دروازه [Higress](https://github.com/alibaba/higress) فراهم میکند.
+- [hijaz/postmancer](https://github.com/hijaz/postmancer) 📇 🏠 - یک سرور MCP برای جایگزینی کلاینتهای Rest مانند Postman/Insomnia، با اجازه دادن به LLM شما برای نگهداری و استفاده از مجموعههای api.
+- [hloiseaufcms/mcp-gopls](https://github.com/hloiseaufcms/mcp-gopls) 🏎️ 🏠 - یک سرور MCP برای تعامل با [Go's Language Server Protocol (gopls)](https://github.com/golang/tools/tree/master/gopls) و بهرهمندی از ویژگیهای پیشرفته تحلیل کد Go.
+- [hungthai1401/bruno-mcp](https://github.com/hungthai1401/bruno-mcp) 📇 🏠 - یک سرور MCP برای تعامل با [Bruno API Client](https://www.usebruno.com/).
+- [hyperb1iss/droidmind](https://github.com/hyperb1iss/droidmind) 🐍 🏠 - کنترل دستگاههای Android با هوش مصنوعی از طریق MCP، که کنترل دستگاه، اشکالزدایی، تحلیل سیستم و اتوماسیون UI را با یک چارچوب امنیتی جامع امکانپذیر میکند.
+- [Hypersequent/qasphere-mcp](https://github.com/Hypersequent/qasphere-mcp) 🎖️ 📇 ☁️ - یکپارچهسازی با سیستم مدیریت تست [QA Sphere](https://qasphere.com/)، که به LLMها امکان کشف، خلاصهسازی و تعامل با موارد تست را مستقیماً از IDEهای مبتنی بر هوش مصنوعی میدهد
+- [idosal/git-mcp](https://github.com/idosal/git-mcp) 📇 ☁️ - [gitmcp.io](https://gitmcp.io/) یک سرور MCP راه دور عمومی برای اتصال به هر مخزن یا پروژه [GitHub](https://www.github.com) برای مستندات است
+- [IlyaGulya/gradle-mcp-server](https://github.com/IlyaGulya/gradle-mcp-server) 🏠 - یکپارچهسازی با Gradle با استفاده از Gradle Tooling API برای بازرسی پروژهها، اجرای وظایف و اجرای تستها با گزارش نتیجه برای هر تست
+- [promptexecution/just-mcp](https://github.com/promptexecution/just-mcp) 🦀 🏠 - یکپارچهسازی با Justfile که به LLMها امکان اجرای امن و آسان هر دستور CLI یا اسکریپت با پارامترها را میدهد، با پشتیبانی از متغیرهای محیطی و تست جامع.
+- [InditexTech/mcp-server-simulator-ios-idb](https://github.com/InditexTech/mcp-server-simulator-ios-idb) 📇 🏠 🍎 - یک سرور Model Context Protocol (MCP) که به LLMها امکان تعامل با شبیهسازهای iOS (iPhone، iPad و غیره) را از طریق دستورات زبان طبیعی میدهد.
+- [InhiblabCore/mcp-image-compression](https://github.com/InhiblabCore/mcp-image-compression) 🐍 🏠 - سرور MCP برای فشردهسازی محلی فرمتهای مختلف تصویر.
+- [InsForge/insforge-mcp](https://github.com/InsForge/insforge-mcp) 📇 ☁️ - پلتفرم backend-as-a-service بومی هوش مصنوعی که به عاملهای هوش مصنوعی امکان ساخت و مدیریت برنامههای full-stack را میدهد. Auth، Database (PostgreSQL)، Storage و Functions را به عنوان زیرساخت آماده برای تولید فراهم میکند و زمان توسعه MVP را از هفتهها به ساعتها کاهش میدهد.
+- [Inspizzz/jetbrains-datalore-mcp](https://github.com/inspizzz/jetbrains-datalore-mcp) 🐍 ☁️ - سرور MCP برای تعامل با استقرارهای ابری پلتفرم Jetbrains Datalore. API کامل Datalore را در بر میگیرد (اجرا، اجرای تعاملی، دریافت دادههای اجرا، دریافت فایلها)
+- [ios-simulator-mcp](https://github.com/joshuayoes/ios-simulator-mcp) 📇 🏠 🍎 - یک سرور Model Context Protocol (MCP) برای تعامل با شبیهسازهای iOS. این سرور به شما امکان میدهد با شبیهسازهای iOS از طریق دریافت اطلاعات در مورد آنها، کنترل تعاملات UI و بازرسی عناصر UI تعامل داشته باشید.
+- [isaacphi/mcp-language-server](https://github.com/isaacphi/mcp-language-server) 🏎️ 🏠 - MCP Language Server به کلاینتهای فعال MCP کمک میکند تا با دسترسی به ابزارهای معنایی مانند get definition، references، rename و diagnostics، کدبیسها را راحتتر پیمایش کنند.
+- [IvanAmador/vercel-ai-docs-mcp](https://github.com/IvanAmador/vercel-ai-docs-mcp) 📇 🏠 - یک سرور Model Context Protocol (MCP) که قابلیتهای جستجو و کوئری مبتنی بر هوش مصنوعی را برای مستندات Vercel AI SDK فراهم میکند.
+- [j4c0bs/mcp-server-sql-analyzer](https://github.com/j4c0bs/mcp-server-sql-analyzer) 🐍 - سرور MCP که تحلیل، linting و تبدیل گویش SQL را با استفاده از [SQLGlot](https://github.com/tobymao/sqlglot) فراهم میکند
+- [janreges/ai-distiller-mcp](https://github.com/janreges/ai-distiller) 🏎️ 🏠 - ساختار کد ضروری را از کدبیسهای بزرگ به فرمت قابل هضم برای هوش مصنوعی استخراج میکند و به عاملهای هوش مصنوعی کمک میکند کدی بنویسند که به درستی از APIهای موجود در اولین تلاش استفاده کند.
+- [jasonjmcghee/claude-debugs-for-you](https://github.com/jasonjmcghee/claude-debugs-for-you) 📇 🏠 - یک سرور MCP و افزونه VS Code که اشکالزدایی خودکار (مستقل از زبان) را از طریق breakpointها و ارزیابی عبارت امکانپذیر میکند.
+- [jetbrains/mcpProxy](https://github.com/JetBrains/mcpProxy) 🎖️ 📇 🏠 - اتصال به JetBrains IDE
+- [Jktfe/serveMyAPI](https://github.com/Jktfe/serveMyAPI) 📇 🏠 🍎 - یک سرور MCP (Model Context Protocol) شخصی برای ذخیره و دسترسی امن به کلیدهای API در پروژهها با استفاده از macOS Keychain.
+- [jordandalton/restcsv-mcp-server](https://github.com/JordanDalton/RestCsvMcpServer) 📇 ☁️ - یک سرور MCP برای فایلهای CSV.
+- [joshuarileydev/app-store-connect-mcp-server](https://github.com/JoshuaRileyDev/app-store-connect-mcp-server) 📇 🏠 - یک سرور MCP برای ارتباط با App Store Connect API برای توسعهدهندگان iOS
+- [joshuarileydev/simulator-mcp-server](https://github.com/JoshuaRileyDev/simulator-mcp-server) 📇 🏠 - یک سرور MCP برای کنترل شبیهسازهای iOS
+- [Jpisnice/shadcn-ui-mcp-server](https://github.com/Jpisnice/shadcn-ui-mcp-server) 📇 🏠 - سرور MCP که به دستیاران هوش مصنوعی دسترسی یکپارچه به کامپوننتها، بلوکها، دموها و متادیتای shadcn/ui v4 را میدهد.
+- [jsdelivr/globalping-mcp-server](https://github.com/jsdelivr/globalping-mcp-server) 🎖️ 📇 ☁️ - سرور MCP Globalping به کاربران و LLMها دسترسی میدهد تا ابزارهای شبکه مانند ping، traceroute، mtr، HTTP و DNS resolve را از هزاران مکان در سراسر جهان اجرا کنند.
+- [kadykov/mcp-openapi-schema-explorer](https://github.com/kadykov/mcp-openapi-schema-explorer) 📇 ☁️ 🏠 - دسترسی بهینه از نظر توکن به مشخصات OpenAPI/Swagger از طریق منابع MCP.
+- [lamemind/mcp-server-multiverse](https://github.com/lamemind/mcp-server-multiverse) 📇 🏠 🛠️ - یک سرور میانافزار که به چندین نمونه ایزوله از یک سرور MCP اجازه میدهد تا به طور مستقل با فضاهای نام و پیکربندیهای منحصر به فرد همزیستی کنند.
+- [langfuse/mcp-server-langfuse](https://github.com/langfuse/mcp-server-langfuse) 🐍 🏠 - سرور MCP برای دسترسی و مدیریت پرامپتهای برنامه LLM ایجاد شده با مدیریت پرامپت [Langfuse]([https://langfuse.com/](https://langfuse.com/docs/prompts/get-started)).
+- [linw1995/nvim-mcp](https://github.com/linw1995/nvim-mcp) 🦀 🏠 🍎 🪟 🐧 - یک سرور MCP برای تعامل با Neovim
+- [lpigeon/ros-mcp-server](https://github.com/lpigeon/ros-mcp-server) 🐍 🏠 🍎 🪟 🐧 - سرور ROS MCP از کنترل ربات با تبدیل دستورات زبان طبیعی صادر شده توسط کاربر به دستورات کنترل ROS یا ROS2 پشتیبانی میکند.
+- [lpigeon/unitree-go2-mcp-server](https://github.com/lpigeon/unitree-go2-mcp-server) 🐍 🏠 🐧 - سرور Unitree Go2 MCP یک سرور ساخته شده بر روی MCP است که به کاربران امکان میدهد ربات Unitree Go2 را با استفاده از دستورات زبان طبیعی که توسط یک LLM تفسیر میشود، کنترل کنند.
+- [ukkit/memcord](https://github.com/ukkit/memcord) 🐍 🏠 🐧 🍎 - یک سرور MCP که تاریخچه چت شما را سازماندهی و قابل جستجو نگه میدارد—با خلاصههای مبتنی بر هوش مصنوعی، حافظه امن و کنترل کامل.
+- [mattjegan/swarmia-mcp](https://github.com/mattjegan/swarmia-mcp) 🐍 🏠 🍎 🐧 - سرور MCP فقط-خواندنی برای کمک به جمعآوری معیارها از [Swarmia](swarmia.com) برای گزارشدهی سریع.
+- [mobile-next/mobile-mcp](https://github.com/mobile-next/mobile-mcp) 📇 🏠 🐧 🍎 - سرور MCP برای اتوماسیون، توسعه و استخراج داده از برنامهها و دستگاههای Android/iOS. شبیهساز/امولاتور/دستگاههای فیزیکی مانند iPhone، Google Pixel، Samsung پشتیبانی میشوند.
+- [mrexodia/user-feedback-mcp](https://github.com/mrexodia/user-feedback-mcp) 🐍 🏠 - سرور MCP ساده برای فعال کردن یک گردش کار انسان-در-حلقه در ابزارهایی مانند Cline و Cursor.
+- [mumez/pharo-smalltalk-interop-mcp-server](https://github.com/mumez/pharo-smalltalk-interop-mcp-server) 🐍 🏠 - یکپارچهسازی با Pharo Smalltalk که ارزیابی کد، بازرسی کلاس/متد، مدیریت بسته، اجرای تست و نصب پروژه را برای توسعه تعاملی با ایمیجهای Pharo امکانپذیر میکند.
+- [narumiruna/gitingest-mcp](https://github.com/narumiruna/gitingest-mcp) 🐍 🏠 - یک سرور MCP که از [gitingest](https://github.com/cyclotruc/gitingest) برای تبدیل هر مخزن Git به یک خلاصه متنی ساده از کدبیس آن استفاده میکند.
+- [neilberkman/editorconfig_mcp](https://github.com/neilberkman/editorconfig_mcp) 📇 🏠 - فایلها را با استفاده از قوانین `.editorconfig` قالببندی میکند و به عنوان یک نگهبان قالببندی فعال عمل میکند تا اطمینان حاصل شود که کد تولید شده توسط هوش مصنوعی از ابتدا به استانداردهای قالببندی خاص پروژه پایبند است.
+- [OctoMind-dev/octomind-mcp](https://github.com/OctoMind-dev/octomind-mcp) 📇 ☁️ - به عامل هوش مصنوعی مورد علاقه شما اجازه میدهد تستهای end-to-end کاملاً مدیریت شده [Octomind](https://www.octomind.dev/) را از کدبیس شما یا سایر منابع داده مانند Jira، Slack یا TestRail ایجاد و اجرا کند.
+- [OpenZeppelin/contracts-wizard](https://github.com/OpenZeppelin/contracts-wizard/tree/master/packages/mcp) - یک سرور Model Context Protocol (MCP) که به عاملهای هوش مصنوعی اجازه میدهد قراردادهای هوشمند امن را در چندین زبان بر اساس [قالبهای OpenZeppelin Wizard](https://wizard.openzeppelin.com/) تولید کنند.
+- [bgauryy/octocode-mcp](https://github.com/bgauryy/octocode-mcp) ☁️ 📇 🍎 🪟 🐧 - دستیار توسعهدهنده مبتنی بر هوش مصنوعی که تحقیق، تحلیل و کشف پیشرفته را در قلمروهای GitHub و NPM به صورت بیدرنگ امکانپذیر میکند.
+- [opslevel/opslevel-mcp](https://github.com/opslevel/opslevel-mcp) 🎖️ 🏎️ ☁️ 🪟 🍎 🐧 - سرور MCP رسمی برای [OpsLevel](https://www.opslevel.com)
+- [ooples/token-optimizer-mcp](https://github.com/ooples/token-optimizer-mcp) 📇 🏠 ☁️ 🍎 🪟 🐧 - بهینهسازی هوشمند توکن با کاهش بیش از ۹۵٪ از طریق کشینگ، فشردهسازی و بیش از ۸۰ ابزار هوشمند برای بهینهسازی API، تحلیل کد و نظارت بیدرنگ.
+- [picahq/mcp](https://github.com/picahq/mcp) 🎖️ 🦀 📇 ☁️ - یک MCP برای تمام یکپارچهسازیهای شما — با قدرت [Pica](https://www.picaos.com)، زیرساخت برای عاملهای هوشمند و همکار.
+- [posthog/mcp](https://github.com/posthog/mcp) 🎖️ 📇 ☁️ - یک سرور MCP برای تعامل با تحلیلهای PostHog، feature flagها، ردیابی خطا و موارد دیگر.
+- [Pratyay/mac-monitor-mcp](https://github.com/Pratyay/mac-monitor-mcp) 🐍 🏠 🍎 - فرآیندهای پرمصرف منابع را در macOS شناسایی میکند و پیشنهاداتی برای بهبود عملکرد ارائه میدهد.
+- [pskill9/website-downloader](https://github.com/pskill9/website-downloader) 🗄️ 🚀 - این سرور MCP ابزاری برای دانلود کل وبسایتها با استفاده از wget فراهم میکند. ساختار وبسایت را حفظ کرده و لینکها را برای کار به صورت محلی تبدیل میکند.
+- [qainsights/jmeter-mcp-server](https://github.com/QAInsights/jmeter-mcp-server) 🐍 🏠 - سرور MCP JMeter برای تست عملکرد
+- [qainsights/k6-mcp-server](https://github.com/QAInsights/k6-mcp-server) 🐍 🏠 - سرور MCP Grafana k6 برای تست عملکرد
+- [qainsights/locust-mcp-server](https://github.com/QAInsights/locust-mcp-server) 🐍 🏠 - سرور MCP Locust برای تست عملکرد
+- [QuantGeekDev/docker-mcp](https://github.com/QuantGeekDev/docker-mcp) 🏎️ 🏠 - مدیریت و عملیات کانتینر Docker از طریق MCP
+- [r-huijts/xcode-mcp-server](https://github.com/r-huijts/xcode-mcp-server) 📇 🏠 🍎 - یکپارچهسازی با Xcode برای مدیریت پروژه، عملیات فایل و اتوماسیون build
+- [ReAPI-com/mcp-openapi](https://github.com/ReAPI-com/mcp-openapi) 📇 🏠 - سرور MCP که به LLMها اجازه میدهد همه چیز را در مورد مشخصات OpenAPI شما بدانند تا کد/دادههای mock را کشف، توضیح و تولید کنند
+- [reflagcom/mcp](https://github.com/reflagcom/javascript/tree/main/packages/cli#model-context-protocol) 🎖️ 📇 ☁️ - ویژگیها را مستقیماً از چت در IDE خود با [Reflag](https://reflag.com) پرچمگذاری کنید.
+- [Rootly-AI-Labs/Rootly-MCP-server](https://github.com/Rootly-AI-Labs/Rootly-MCP-server) 🎖️ 🐍 ☁️ 🍎 - سرور MCP برای پلتفرم مدیریت حوادث [Rootly](https://rootly.com/).
+- [ryan0204/github-repo-mcp](https://github.com/Ryan0204/github-repo-mcp) 📇 ☁️ 🪟 🐧 🍎 - GitHub Repo MCP به دستیاران هوش مصنوعی شما اجازه میدهد مخازن GitHub را مرور کنند، دایرکتوریها را کاوش کنند و محتویات فایل را مشاهده کنند.
+- [sammcj/mcp-package-version](https://github.com/sammcj/mcp-package-version) 📇 🏠 - یک سرور MCP برای کمک به LLMها در پیشنهاد آخرین نسخههای پایدار بسته هنگام نوشتن کد.
+- [sapientpants/sonarqube-mcp-server](https://github.com/sapientpants/sonarqube-mcp-server) 🦀 ☁️ 🏠 - یک سرور Model Context Protocol (MCP) که با SonarQube یکپارچه میشود تا به دستیاران هوش مصنوعی دسترسی به معیارهای کیفیت کد، issueها و وضعیتهای quality gate را بدهد
+- [SDGLBL/mcp-claude-code](https://github.com/SDGLBL/mcp-claude-code) 🐍 🏠 - پیادهسازی قابلیتهای Claude Code با استفاده از MCP، که درک، تغییر و تحلیل پروژه کد هوش مصنوعی را با پشتیبانی جامع ابزار امکانپذیر میکند.
+- [sequa-ai/sequa-mcp](https://github.com/sequa-ai/sequa-mcp) 📇 ☁️ 🐧 🍎 🪟 - از چسباندن زمینه برای Copilot و Cursor دست بردارید. با Sequa MCP، ابزارهای هوش مصنوعی شما کل کدبیس و مستندات شما را از ابتدا میشناسند.
+- [snaggle-ai/openapi-mcp-server](https://github.com/snaggle-ai/openapi-mcp-server) 🏎️ 🏠 - اتصال هر سرور API HTTP/REST با استفاده از مشخصات Open API (v3)
+- [spacecode-ai/SpaceBridge-MCP](https://github.com/spacecode-ai/SpaceBridge-MCP) 🐍 🏠 🍎 🐧 - با ردیابی خودکار issueها، ساختار را به کدنویسی vibe بیاورید و زمینه را حفظ کنید.
+- [st3v3nmw/sourcerer-mcp](https://github.com/st3v3nmw/sourcerer-mcp) 🏎️ ☁️ - MCP برای جستجو و پیمایش کد معنایی که ضایعات توکن را کاهش میدهد
+- [stass/lldb-mcp](https://github.com/stass/lldb-mcp) 🐍 🏠 🐧 🍎 - یک سرور MCP برای LLDB که تحلیل باینری و فایل core هوش مصنوعی، اشکالزدایی و دیساسمبلی را امکانپذیر میکند.
+- [storybookjs/addon-mcp](https://github.com/storybookjs/addon-mcp) 📇 🏠 - به عاملها کمک کنید تا به طور خودکار storyهایی را برای کامپوننتهای UI شما بنویسند و تست کنند.
+- [TencentEdgeOne/edgeone-pages-mcp](https://github.com/TencentEdgeOne/edgeone-pages-mcp) 📇 ☁️ - یک سرویس MCP برای استقرار محتوای HTML در EdgeOne Pages و به دست آوردن یک URL قابل دسترسی عمومی.
+- [tgeselle/bugsnag-mcp](https://github.com/tgeselle/bugsnag-mcp) 📇 ☁️ - یک سرور MCP برای تعامل با [Bugsnag](https://www.bugsnag.com/)
+- [Tommertom/awesome-ionic-mcp](https://github.com/Tommertom/awesome-ionic-mcp) 📇 🏠 - رفیق کدنویسی Ionic شما که از طریق MCP فعال شده است – برنامههای موبایل عالی با استفاده از React/Angular/Vue یا حتی Vanilla JS بسازید!
+- [tipdotmd/tip-md-x402-mcp-server](https://github.com/tipdotmd/tip-md-x402-mcp-server) 📇 ☁️ - سرور MCP برای انعام دادن ارز دیجیتال از طریق رابطهای هوش مصنوعی با استفاده از پروتکل پرداخت x402 و CDP Wallet.
+- [tumf/mcp-text-editor](https://github.com/tumf/mcp-text-editor) 🐍 🏠 - یک ویرایشگر فایل متنی خط-گرا. برای ابزارهای LLM با دسترسی بهینه به بخشهایی از فایل برای به حداقل رساندن استفاده از توکن، بهینهسازی شده است.
+- [utensils/mcp-nixos](https://github.com/utensils/mcp-nixos) 🐍 🏠 - سرور MCP که اطلاعات دقیقی در مورد بستههای NixOS، گزینههای سیستم، پیکربندیهای Home Manager و تنظیمات nix-darwin macOS برای جلوگیری از توهمات هوش مصنوعی فراهم میکند.
+- [vasayxtx/mcp-prompt-engine](https://github.com/vasayxtx/mcp-prompt-engine) 🏎️ 🏠 🪟️ 🐧 🍎 - سرور MCP برای مدیریت و ارائه قالبهای پرامپت پویا با استفاده از موتور قالب متن زیبا و قدرتمند.
+- [vivekvells/mcp-pandoc](https://github.com/vivekVells/mcp-pandoc) 🗄️ 🚀 - سرور MCP برای تبدیل یکپارچه فرمت اسناد با استفاده از Pandoc، که از Markdown، HTML، PDF، DOCX (.docx)، csv و موارد دیگر پشتیبانی میکند.
+- [VSCode Devtools](https://github.com/biegehydra/BifrostMCP) 📇 - به VSCode ide متصل شوید و از ابزارهای معنایی مانند `find_usages` استفاده کنید
+- [Webvizio/mcp](https://github.com/Webvizio/mcp) 🎖️ 📇 - به طور خودکار بازخوردها و گزارشهای باگ از وبسایتها و برنامههای وب را به وظایف توسعهدهنده قابل اجرا و غنی از زمینه تبدیل میکند. سرور Webvizio MCP که مستقیماً به ابزارهای کدنویسی هوش مصنوعی شما تحویل داده میشود، اطمینان میدهد که عامل هوش مصنوعی شما تمام دادههای مورد نیاز برای حل وظایف با سرعت و دقت را دارد.
+- [WiseVision/mcp_server_ros_2](https://github.com/wise-vision/mcp_server_ros_2) 🐍 🤖 - سرور MCP برای ROS2 که برنامهها و خدمات رباتیک مبتنی بر هوش مصنوعی را امکانپذیر میکند.
+- [Wooonster/hocr_mcp_server](https://github.com/Wooonster/hocr_mcp_server) 🐍 🏠 – یک سرور FastMCP مبتنی بر fastAPI با یک frontend Vue که تصاویر آپلود شده را از طریق MCP به VLM ارسال میکند تا به سرعت فرمولهای ریاضی دستنویس را به عنوان کد LaTeX تمیز استخراج کند.
+- [xcodebuild](https://github.com/ShenghaiWang/xcodebuild) 🍎 ساخت فضای کاری/پروژه iOS Xcode و بازخورد خطاها به llm.
+- [XixianLiang/HarmonyOS-mcp-server](https://github.com/XixianLiang/HarmonyOS-mcp-server) 🐍 🏠 - کنترل دستگاههای HarmonyOS-next با هوش مصنوعی از طریق MCP. پشتیبانی از کنترل دستگاه و اتوماسیون UI.
+- [xzq.xu/jvm-mcp-server](https://github.com/xzq-xu/jvm-mcp-server) 📇 🏠 - یک پروژه پیادهسازی از یک سرور MCP (Model Context Protocol) مبتنی بر JVM.
+- [yangkyeongmo@/mcp-server-apache-airflow](https://github.com/yangkyeongmo/mcp-server-apache-airflow) 🐍 🏠 - سرور MCP که با استفاده از کلاینت رسمی به [Apache Airflow](https://airflow.apache.org/) متصل میشود.
+- [yikakia/godoc-mcp-server](https://github.com/yikakia/godoc-mcp-server) 🏎️ ☁️ 🪟 🐧 🍎 - کوئری اطلاعات بسته Go در pkg.go.dev
+- [yiwenlu66/PiloTY](https://github.com/yiwenlu66/PiloTY) 🐍 🏠 - پایلوت هوش مصنوعی برای عملیات PTY که به عاملها امکان کنترل ترمینالهای تعاملی با جلسات stateful، اتصالات SSH و مدیریت فرآیندهای پسزمینه را میدهد
+- [YuChenSSR/mindmap-mcp-server](https://github.com/YuChenSSR/mindmap-mcp-server) 🐍 🏠 - یک سرور Model Context Protocol (MCP) برای تولید یک نقشه ذهنی تعاملی زیبا.
+- [YuChenSSR/multi-ai-advisor](https://github.com/YuChenSSR/multi-ai-advisor-mcp) 📇 🏠 - یک سرور Model Context Protocol (MCP) که از چندین مدل Ollama کوئری میکند و پاسخهای آنها را ترکیب میکند و دیدگاههای متنوع هوش مصنوعی را در مورد یک سؤال واحد ارائه میدهد.
+- [Yutarop/ros-mcp](https://github.com/Yutarop/ros-mcp) 🐍 🏠 🐧 - سرور MCP که از ارتباطات تاپیکها، سرویسها و اکشنهای ROS2 پشتیبانی میکند و رباتها را با استفاده از زبان طبیعی کنترل میکند.
+- [yWorks/mcp-typescribe](https://github.com/yWorks/mcp-typescribe) 📇 🏠 - سرور MCP که اطلاعات Typescript API را به طور موثر به عامل ارائه میدهد تا به آن امکان کار با APIهای آموزش ندیده را بدهد
+- [zaizaizhao/mcp-swagger-server](https://github.com/zaizaizhao/mcp-swagger-server) 📇 ☁️ 🏠 - یک سرور Model Context Protocol (MCP) که مشخصات OpenAPI/Swagger را به فرمت MCP تبدیل میکند و به دستیاران هوش مصنوعی امکان تعامل با APIهای REST از طریق پروتکل استاندارد را میدهد.
+- [zcaceres/fetch-mcp](https://github.com/zcaceres/fetch-mcp) 📇 🏠 - یک سرور MCP برای دریافت انعطافپذیر دادههای JSON، متن و HTML
+- [zenml-io/mcp-zenml](https://github.com/zenml-io/mcp-zenml) 🐍 🏠 ☁️ - یک سرور MCP برای اتصال با pipelineهای MLOps و LLMOps [ZenML](https://www.zenml.io) شما
+- [zillow/auto-mobile](https://github.com/zillow/auto-mobile) 📇 🏠 🐧 - مجموعه ابزاری که حول یک سرور MCP برای اتوماسیون Android برای گردش کار توسعهدهنده و تست ساخته شده است
+- [paracetamol951/P-Link-MCP](https://github.com/paracetamol951/P-Link-MCP) 🏠 🐧 🍎 ☁️ - پیادهسازی HTTP 402 (کد http نیاز به پرداخت) با تکیه بر Solana
+
+### 🔒 تحویل
+
+- [https://github.com/jordandalton/doordash-mcp-server](https://github.com/JordanDalton/DoorDash-MCP-Server) 🐍 – تحویل DoorDash (غیر رسمی)
+
+### 🧮 ابزارهای علم داده
+
+یکپارچهسازیها و ابزارهایی که برای سادهسازی کاوش داده، تحلیل و بهبود گردش کار علم داده طراحی شدهاند.
+
+- [arrismo/kaggle-mcp](https://github.com/arrismo/kaggle-mcp) 🐍 ☁️ - به Kaggle متصل میشود، قابلیت دانلود و تحلیل مجموعه دادهها را دارد.
+- [avisangle/calculator-server](https://github.com/avisangle/calculator-server) 🏎️ 🏠 - یک سرور MCP جامع مبتنی بر Go برای محاسبات ریاضی، که ۱۳ ابزار ریاضی را در محاسبات پایه، توابع پیشرفته، تحلیل آماری، تبدیل واحدها و محاسبات مالی پیادهسازی میکند.
+- [ChronulusAI/chronulus-mcp](https://github.com/ChronulusAI/chronulus-mcp) 🐍 ☁️ - هر چیزی را با عاملهای پیشبینی و پیشبینی Chronulus AI پیشبینی کنید.
+- [DataEval/dingo](https://github.com/DataEval/dingo) 🎖️ 🐍 🏠 🍎 🪟 🐧 - سرور MCP برای Dingo: یک ابزار جامع ارزیابی کیفیت داده. سرور امکان تعامل با قابلیتهای ارزیابی مبتنی بر قانون و LLM Dingo و لیست کردن قوانین و پرامپتها را فراهم میکند.
+- [datalayer/jupyter-mcp-server](https://github.com/datalayer/jupyter-mcp-server) 🐍 🏠 - سرور Model Context Protocol (MCP) برای Jupyter.
+- [growthbook/growthbook-mcp](https://github.com/growthbook/growthbook-mcp) 🎖️ 📇 🏠 🪟 🐧 🍎 — ابزارهایی برای ایجاد و تعامل با feature flagها و آزمایشهای GrowthBook.
+- [HumanSignal/label-studio-mcp-server](https://github.com/HumanSignal/label-studio-mcp-server) 🎖️ 🐍 ☁️ 🪟 🐧 🍎 - ایجاد، مدیریت و اتوماسیون پروژهها، وظایف و پیشبینیهای Label Studio برای گردشهای کاری برچسبگذاری داده.
+- [jjsantos01/jupyter-notebook-mcp](https://github.com/jjsantos01/jupyter-notebook-mcp) 🐍 🏠 - Jupyter Notebook را به Claude AI متصل میکند و به Claude اجازه میدهد مستقیماً با Jupyter Notebookها تعامل و کنترل داشته باشد.
+- [kdqed/zaturn](https://github.com/kdqed/zaturn) 🐍 🏠 🪟 🐧 🍎 - چندین منبع داده (SQL، CSV، Parquet و غیره) را پیوند دهید و از هوش مصنوعی بخواهید دادهها را برای بینش و تجسم تحلیل کند.
+- [mckinsey/vizro-mcp](https://github.com/mckinsey/vizro/tree/main/vizro-mcp) 🎖️ 🐍 🏠 - ابزارها و قالبهایی برای ایجاد نمودارها و داشبوردهای داده معتبر و قابل نگهداری.
+- [optuna/optuna-mcp](https://github.com/optuna/optuna-mcp) 🎖️ 🐍 🏠 🐧 🍎 - سرور MCP رسمی که هماهنگسازی یکپارچه جستجوی هایپرپارامتر و سایر وظایف بهینهسازی را با [Optuna](https://optuna.org/) امکانپذیر میکند.
+- [phisanti/MCPR](https://github.com/phisanti/MCPR) 🏠 🍎 🪟 🐧 - Model Context Protocol برای R: به عاملهای هوش مصنوعی امکان مشارکت در جلسات زنده تعاملی R را میدهد.
+- [reading-plus-ai/mcp-server-data-exploration](https://github.com/reading-plus-ai/mcp-server-data-exploration) 🐍 ☁️ - کاوش داده خودکار را بر روی مجموعه دادههای مبتنی بر csv. امکانپذیر میکند و بینشهای هوشمند را با حداقل تلاش فراهم میکند.
+- [subelsky/bundler_mcp](https://github.com/subelsky/bundler_mcp) 💎 🏠 - به عاملها امکان میدهد اطلاعات محلی در مورد وابستگیها را در `Gemfile` یک پروژه Ruby کوئری کنند.
+- [Bright-L01/networkx-mcp-server](https://github.com/Bright-L01/networkx-mcp-server) 🐍 🏠 - اولین یکپارچهسازی NetworkX برای Model Context Protocol، که تحلیل و تجسم گراف را مستقیماً در مکالمات هوش مصنوعی امکانپذیر میکند. از ۱۳ عملیات شامل الگوریتمهای مرکزیت، تشخیص جامعه، PageRank و تجسم گراف پشتیبانی میکند.
+- [zcaceres/markdownify-mcp](https://github.com/zcaceres/markdownify-mcp) 📇 🏠 - یک سرور MCP برای تبدیل تقریباً هر فایل یا محتوای وب به Markdown
+
+### 📟 سیستم تعبیهشده
+
+دسترسی به مستندات و میانبرها را برای کار بر روی دستگاههای تعبیهشده فراهم میکند.
+
+- [horw/esp-mcp](https://github.com/horw/esp-mcp) 📟 - گردش کار برای رفع مشکلات build در تراشههای سری ESP32 با استفاده از ESP-IDF.
+- [kukapay/modbus-mcp](https://github.com/kukapay/modbus-mcp) 🐍 📟 - یک سرور MCP که دادههای صنعتی Modbus را استانداردسازی و متنی میکند.
+- [kukapay/opcua-mcp](https://github.com/kukapay/opcua-mcp) 🐍 📟 - یک سرور MCP که به سیستمهای صنعتی فعال OPC UA متصل میشود.
+- [stack-chan/stack-chan](https://github.com/stack-chan/stack-chan) 📇 📟 - یک ربات فوقالعاده-کاوایی تعبیهشده M5Stack مبتنی بر JavaScript با عملکرد سرور MCP برای تعاملات و احساسات کنترل شده توسط هوش مصنوعی.
+- [yoelbassin/gnuradioMCP](https://github.com/yoelbassin/gnuradioMCP) 🐍 📟 🏠 - یک سرور MCP برای GNU Radio که به LLMها امکان ایجاد و تغییر خودکار فلوچارتهای RF `.grc` را میدهد.
+
+### 📂 سیستمهای فایل
+
+دسترسی مستقیم به سیستمهای فایل محلی با مجوزهای قابل تنظیم را فراهم میکند. به مدلهای هوش مصنوعی امکان خواندن، نوشتن و مدیریت فایلها در دایرکتوریهای مشخص شده را میدهد.
+
+- [8b-is/smart-tree](https://github.com/8b-is/smart-tree) 🦀 🏠 🍎 🪟 🐧 - تجسم دایرکتوری بومی هوش مصنوعی با تحلیل معنایی، فرمتهای فوق فشرده برای مصرف هوش مصنوعی و کاهش ۱۰ برابری توکن. از حالت کوانتومی-معنایی با دستهبندی هوشمند فایل پشتیبانی میکند.
+- [box/mcp-server-box-remote](https://github.com/box/mcp-server-box-remote/) 🎖️ ☁️ - سرور Box MCP به عاملهای هوش مصنوعی شخص ثالث اجازه میدهد به طور امن و یکپارچه به محتوای Box دسترسی داشته باشند و از ابزارهایی مانند جستجو، پرسیدن سؤال از فایلها و پوشهها و استخراج داده استفاده کنند.
+- [cyberchitta/llm-context.py](https://github.com/cyberchitta/llm-context.py) 🐍 🏠 - به اشتراک گذاشتن زمینه کد با LLMها از طریق MCP یا کلیپبورد
+- [exoticknight/mcp-file-merger](https://github.com/exoticknight/mcp-file-merger) 🏎️ 🏠 - ابزار ادغام فایل، مناسب برای محدودیتهای طول چت هوش مصنوعی.
+- [filesystem@quarkiverse/quarkus-mcp-servers](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/filesystem) ☕ 🏠 - یک سیستم فایل که امکان مرور و ویرایش فایلها را دارد که در Java با استفاده از Quarkus پیادهسازی شده است. به صورت jar یا ایمیج بومی در دسترس است.
+- [hmk/box-mcp-server](https://github.com/hmk/box-mcp-server) 📇 ☁️ - یکپارچهسازی با Box برای لیست کردن، خواندن و جستجوی فایلها
+- [isaacphi/mcp-gdrive](https://github.com/isaacphi/mcp-gdrive) 📇 ☁️ - سرور Model Context Protocol (MCP) برای خواندن از Google Drive و ویرایش Google Sheets.
+- [jeannier/homebrew-mcp](https://github.com/jeannier/homebrew-mcp) 🐍 🏠 🍎 - راهاندازی Homebrew macOS خود را با استفاده از زبان طبیعی از طریق این سرور MCP کنترل کنید. به سادگی بستههای خود را مدیریت کنید، یا پیشنهاد بخواهید، مشکلات brew را عیبیابی کنید و غیره.
+- [mamertofabian/mcp-everything-search](https://github.com/mamertofabian/mcp-everything-search) 🐍 🏠 🪟 - جستجوی سریع فایل در Windows با استفاده از Everything SDK
+- [mark3labs/mcp-filesystem-server](https://github.com/mark3labs/mcp-filesystem-server) 🏎️ 🏠 - پیادهسازی Golang برای دسترسی به سیستم فایل محلی.
+- [mickaelkerjean/filestash](https://github.com/mickael-kerjean/filestash/tree/master/server/plugin/plg_handler_mcp) 🏎️ ☁️ - دسترسی به ذخیرهسازی راه دور: SFTP، S3، FTP، SMB، NFS، WebDAV، GIT، FTPS، gcloud، azure blob، sharepoint و غیره.
+- [microsoft/markitdown](https://github.com/microsoft/markitdown/tree/main/packages/markitdown-mcp) 🎖️ 🐍 🏠 - دسترسی ابزار MCP به MarkItDown -- کتابخانهای که بسیاری از فرمتهای فایل (محلی یا راه دور) را برای مصرف LLM به Markdown تبدیل میکند.
+- [modelcontextprotocol/server-filesystem](https://github.com/modelcontextprotocol/servers/tree/main/src/filesystem) 📇 🏠 - دسترسی مستقیم به سیستم فایل محلی.
+- [Xuanwo/mcp-server-opendal](https://github.com/Xuanwo/mcp-server-opendal) 🐍 🏠 ☁️ - دسترسی به هر ذخیرهسازی با Apache OpenDAL™
+
+### 💰 مالی و فینتک
+
+- [Regenerating-World/pix-mcp](https://github.com/Regenerating-World/pix-mcp) 📇 ☁️ - تولید کدهای QR Pix و رشتههای copy-paste با بازگشت به عقب در چندین ارائهدهنده (Efí، Cielo، و غیره) برای پرداختهای فوری برزیل.
+- [aaronjmars/web3-research-mcp](https://github.com/aaronjmars/web3-research-mcp) 📇 ☁️ - تحقیق عمیق برای کریپتو - رایگان و کاملاً محلی
+- [ahnlabio/bicscan-mcp](https://github.com/ahnlabio/bicscan-mcp) 🎖️ 🐍 ☁️ - امتیاز ریسک / داراییهای آدرس بلاکچین EVM (EOA، CA، ENS) و حتی نامهای دامنه.
+- [getAlby/mcp](https://github.com/getAlby/mcp) 🎖️ 📇 ☁️ 🏠 - هر کیف پول bitcoin lightning را به عامل خود متصل کنید تا پرداختهای فوری را به صورت جهانی ارسال و دریافت کنید.
+- [alchemy/alchemy-mcp-server](https://github.com/alchemyplatform/alchemy-mcp-server) 🎖️ 📇 ☁️ - به عاملهای هوش مصنوعی اجازه دهید با APIهای بلاکچین Alchemy تعامل داشته باشند.
+- [anjor/coinmarket-mcp-server](https://github.com/anjor/coinmarket-mcp-server) 🐍 ☁️ - یکپارچهسازی با Coinmarket API برای دریافت لیستها و قیمتهای ارزهای دیجیتال
+- [araa47/jupiter-mcp](https://github.com/araa47/jupiter-mcp) 🐍 ☁️ - دسترسی به Jupiter API (به هوش مصنوعی اجازه میدهد توکنها را در Solana معامله کند + به موجودیها دسترسی پیدا کند + توکنها را جستجو کند + سفارشات محدود ایجاد کند)
+- [ariadng/metatrader-mcp-server](https://github.com/ariadng/metatrader-mcp-server) 🐍 🏠 🪟 - به LLMهای هوش مصنوعی امکان اجرای معاملات را با استفاده از پلتفرم MetaTrader 5 میدهد
+- [armorwallet/armor-crypto-mcp](https://github.com/armorwallet/armor-crypto-mcp) 🐍 ☁️ - MCP برای ارتباط با چندین بلاکچین، استیکینگ، DeFi، سواپ، بریجینگ، مدیریت کیف پول، DCA، سفارشات محدود، جستجوی کوین، ردیابی و موارد دیگر.
+- [bankless/onchain-mcp](https://github.com/Bankless/onchain-mcp/) 📇 ☁️ - Bankless Onchain API برای تعامل با قراردادهای هوشمند، کوئری اطلاعات تراکنش و توکن
+- [base/base-mcp](https://github.com/base/base-mcp) 🎖️ 📇 ☁️ - یکپارچهسازی با Base Network برای ابزارهای onchain، که امکان تعامل با Base Network و Coinbase API را برای مدیریت کیف پول، انتقال وجه، قراردادهای هوشمند و عملیات DeFi میدهد
+- [berlinbra/alpha-vantage-mcp](https://github.com/berlinbra/alpha-vantage-mcp) 🐍 ☁️ - یکپارچهسازی با Alpha Vantage API برای دریافت اطلاعات سهام و ارزهای دیجیتال
+- [bitteprotocol/mcp](https://github.com/BitteProtocol/mcp) 📇 - یکپارچهسازی با Bitte Protocol برای اجرای عاملهای هوش مصنوعی بر روی چندین بلاکچین.
+- [carsol/monarch-mcp-server](https://github.com/carsol/monarch-mcp-server) 🐍 ☁️ - سرور MCP که دسترسی فقط-خواندنی به دادههای مالی Monarch Money را فراهم میکند و به دستیاران هوش مصنوعی امکان تحلیل تراکنشها، بودجهها، حسابها و دادههای جریان نقدی را با پشتیبانی از MFA میدهد.
+- [chargebee/mcp](https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol) 🎖️ 📇 ☁️ - سرور MCP که عاملهای هوش مصنوعی را به [پلتفرم Chargebee](https://www.chargebee.com/) متصل میکند.
+- [codex-data/codex-mcp](https://github.com/Codex-Data/codex-mcp) 🎖️ 📇 ☁️ - یکپارچهسازی با [Codex API](https://www.codex.io) برای دادههای بلاکچین و بازار غنیشده بیدرنگ در بیش از ۶۰ شبکه
+- [coinpaprika/dexpaprika-mcp](https://github.com/coinpaprika/dexpaprika-mcp) 🎖️ 📇 ☁️ 🍎 🪟 🐧 - سرور DexPaprika MCP Coinpaprika [DexPaprika API](https://docs.dexpaprika.com) با کارایی بالا را در معرض دید قرار میدهد که بیش از ۲۰ زنجیره و بیش از ۵ میلیون توکن را با قیمتگذاری بیدرنگ، دادههای استخر نقدینگی و دادههای تاریخی OHLCV پوشش میدهد و به عاملهای هوش مصنوعی دسترسی استاندارد به دادههای جامع بازار از طریق Model Context Protocol را میدهد.
+- [doggybee/mcp-server-ccxt](https://github.com/doggybee/mcp-server-ccxt) 📇 ☁️ - یک سرور MCP برای دسترسی به دادههای بازار کریپتو بیدرنگ و معامله از طریق بیش از ۲۰ صرافی با استفاده از کتابخانه CCXT. از spot، futures، OHLCV، موجودیها، سفارشات و موارد دیگر پشتیبانی میکند.
+- [ferdousbhai/investor-agent](https://github.com/ferdousbhai/investor-agent) 🐍 ☁️ - یکپارچهسازی با Yahoo Finance برای دریافت دادههای بازار سهام شامل توصیههای آپشنها
+- [ferdousbhai/tasty-agent](https://github.com/ferdousbhai/tasty-agent) 🐍 ☁️ - یکپارچهسازی با Tastyworks API برای مدیریت فعالیتهای معاملاتی در Tastytrade
+- [ferdousbhai/wsb-analyst-mcp](https://github.com/ferdousbhai/wsb-analyst-mcp) 🐍 ☁️ - یکپارچهسازی با Reddit برای تحلیل محتوا در جامعه WallStreetBets
+- [getalby/nwc-mcp-server](https://github.com/getalby/nwc-mcp-server) 📇 🏠 - یکپارچهسازی کیف پول Bitcoin Lightning با قدرت Nostr Wallet Connect
+- [glaksmono/finbud-data-mcp](https://github.com/glaksmono/finbud-data-mcp/tree/main/packages/mcp-server) 📇 ☁️ 🏠 - دسترسی به دادههای مالی جامع و بیدرنگ (سهام، آپشنها، کریپتو، فارکس) از طریق APIهای توسعهدهنده-پسند و بومی هوش مصنوعی که ارزش بینظیری ارائه میدهند.
+- [heurist-network/heurist-mesh-mcp-server](https://github.com/heurist-network/heurist-mesh-mcp-server) 🎖️ ⛅️ 🏠 🐍 - دسترسی به عاملهای هوش مصنوعی web3 تخصصی برای تحلیل بلاکچین، ممیزی امنیتی قراردادهای هوشمند، ارزیابی معیارهای توکن و تعاملات on-chain از طریق شبکه Heurist Mesh. ابزارهای جامعی برای تحلیل DeFi، ارزشگذاری NFT و نظارت بر تراکنشها در چندین بلاکچین فراهم میکند
+- [HuggingAGI/mcp-baostock-server](https://github.com/HuggingAGI/mcp-baostock-server) 🐍 ☁️ - سرور MCP مبتنی بر baostock، که قابلیتهای دسترسی و تحلیل دادههای بازار سهام چین را فراهم میکند.
+- [intentos-labs/beeper-mcp](https://github.com/intentos-labs/beeper-mcp) 🐍 - Beeper تراکنشها را در BSC فراهم میکند، شامل انتقال موجودی/توکن، سواپ توکن در Pancakeswap و ادعای پاداش beeper.
+- [janswist/mcp-dexscreener](https://github.com/janswist/mcp-dexscreener) 📇 ☁️ - قیمتهای بازار on-chain بیدرنگ با استفاده از API باز و رایگان Dexscreener
+- [jjlabsio/korea-stock-mcp](https://github.com/jjlabsio/korea-stock-mcp) 📇 ☁️ - یک سرور MCP برای تحلیل سهام کره با استفاده از OPEN DART API و KRX API
+- [kukapay/binance-alpha-mcp](https://github.com/kukapay/binance-alpha-mcp) 🐍 ☁️ - یک سرور MCP برای ردیابی معاملات Binance Alpha، که به عاملهای هوش مصنوعی در بهینهسازی جمعآوری امتیاز آلفا کمک میکند.
+- [kukapay/blockbeats-mcp](https://github.com/kukapay/blockbeats-mcp) 🐍 ☁️ - یک سرور MCP که اخبار بلاکچین و مقالات عمیق از BlockBeats را برای عاملهای هوش مصنوعی ارائه میدهد.
+- [kukapay/blocknative-mcp](https://github.com/kukapay/blocknative-mcp) 🐍 ☁️ - ارائه پیشبینیهای بیدرنگ قیمت گاز در چندین بلاکچین، با قدرت Blocknative.
+- [kukapay/bridge-rates-mcp](https://github.com/kukapay/bridge-rates-mcp) 📇 ☁️ - ارائه نرخهای بریج بین-زنجیرهای بیدرنگ و مسیرهای انتقال بهینه به عاملهای هوش مصنوعی onchain.
+- [kukapay/chainlink-feeds-mcp](https://github.com/kukapay/chainlink-feeds-mcp) 📇 ☁️ - ارائه دسترسی بیدرنگ به فیدهای قیمت on-chain غیرمتمرکز Chainlink.
+- [kukapay/chainlist-mcp](https://github.com/kukapay/chainlist-mcp) 📇 ☁️ - یک سرور MCP که به عاملهای هوش مصنوعی دسترسی سریع به اطلاعات زنجیره EVM تأیید شده، شامل URLهای RPC، شناسههای زنجیره، کاوشگرها و توکنهای بومی را میدهد.
+- [kukapay/cointelegraph-mcp](https://github.com/kukapay/cointelegraph-mcp) 🐍 ☁️ - ارائه دسترسی بیدرنگ به آخرین اخبار از Cointelegraph.
+- [kukapay/crypto-feargreed-mcp](https://github.com/kukapay/crypto-feargreed-mcp) 🐍 ☁️ - ارائه دادههای شاخص ترس و طمع کریپتو بیدرنگ و تاریخی.
+- [kukapay/crypto-indicators-mcp](https://github.com/kukapay/crypto-indicators-mcp) 🐍 ☁️ - یک سرور MCP که طیفی از شاخصها و استراتژیهای تحلیل فنی ارزهای دیجیتال را فراهم میکند.
+- [kukapay/crypto-liquidations-mcp](https://github.com/kukapay/crypto-liquidations-mcp) 🐍 ☁️ - رویدادهای لیکوئیدیشن ارزهای دیجیتال بیدرنگ را از Binance استریم میکند.
+- [kukapay/crypto-news-mcp](https://github.com/kukapay/crypto-news-mcp) 🐍 ☁️ - یک سرور MCP که اخبار ارزهای دیجیتال بیدرنگ را از NewsData برای عاملهای هوش مصنوعی فراهم میکند.
+- [kukapay/crypto-orderbook-mcp](https://github.com/kukapay/crypto-orderbook-mcp) 🐍 ☁️ - تحلیل عمق و عدم تعادل دفتر سفارش در صرافیهای بزرگ کریپتو.
+- [kukapay/crypto-pegmon-mcp](https://github.com/kukapay/crypto-pegmon-mcp) 🐍 ☁️ - ردیابی یکپارچگی peg استیبلکوینها در چندین بلاکچین.
+- [kukapay/crypto-portfolio-mcp](https://github.com/kukapay/crypto-portfolio-mcp) 🐍 ☁️ - یک سرور MCP برای ردیابی و مدیریت تخصیصهای پرتفوی ارزهای دیجیتال.
+- [kukapay/crypto-projects-mcp](https://github.com/kukapay/crypto-projects-mcp) 🐍 ☁️ - ارائه دادههای پروژه ارزهای دیجیتال از Mobula.io به عاملهای هوش مصنوعی.
+- [kukapay/crypto-rss-mcp](https://github.com/kukapay/crypto-rss-mcp) 🐍 ☁️ - یک سرور MCP که اخبار ارزهای دیجیتال بیدرنگ را از چندین فید RSS جمعآوری میکند.
+- [kukapay/crypto-sentiment-mcp](https://github.com/kukapay/crypto-sentiment-mcp) 🐍 ☁️ - یک سرور MCP که تحلیل احساسات ارزهای دیجیتال را به عاملهای هوش مصنوعی ارائه میدهد.
+- [kukapay/crypto-trending-mcp](https://github.com/kukapay/crypto-trending-mcp) 🐍 ☁️ - ردیابی آخرین توکنهای پرطرفدار در CoinGecko.
+- [kukapay/crypto-whitepapers-mcp](https://github.com/kukapay/crypto-whitepapers-mcp) 🐍 ☁️ - به عنوان یک پایگاه دانش ساختاریافته از وایتپیپرهای کریپتو عمل میکند.
+- [kukapay/cryptopanic-mcp-server](https://github.com/kukapay/cryptopanic-mcp-server) 🐍 ☁️ - ارائه آخرین اخبار ارزهای دیجیتال به عاملهای هوش مصنوعی، با قدرت CryptoPanic.
+- [kukapay/dao-proposals-mcp](https://github.com/kukapay/dao-proposals-mcp) 🐍 ☁️ - یک سرور MCP که پیشنهادات حاکمیتی زنده را از DAOهای بزرگ جمعآوری میکند.
+- [kukapay/defi-yields-mcp](https://github.com/kukapay/defi-yields-mcp) 🐍 ☁️ - یک سرور MCP برای عاملهای هوش مصنوعی برای کاوش فرصتهای بازدهی DeFi.
+- [kukapay/dune-analytics-mcp](https://github.com/kukapay/dune-analytics-mcp) 🐍 ☁️ - یک سرور mcp که دادههای Dune Analytics را به عاملهای هوش مصنوعی متصل میکند.
+- [kukapay/etf-flow-mcp](https://github.com/kukapay/etf-flow-mcp) 🐍 ☁️ - ارائه دادههای جریان ETF کریپتو برای قدرت بخشیدن به تصمیمگیری عاملهای هوش مصنوعی.
+- [kukapay/freqtrade-mcp](https://github.com/kukapay/freqtrade-mcp) 🐍 ☁️ - یک سرور MCP که با ربات معاملهگر ارز دیجیتال Freqtrade یکپارچه میشود.
+- [kukapay/funding-rates-mcp](https://github.com/kukapay/funding-rates-mcp) 🐍 ☁️ - ارائه دادههای نرخ تأمین مالی بیدرنگ در صرافیهای بزرگ کریپتو.
+- [kukapay/hyperliquid-info-mcp](https://github.com/kukapay/hyperliquid-info-mcp) 🐍 ☁️ - یک سرور MCP که دادهها و بینشهای بیدرنگ را از DEX perp Hyperliquid برای استفاده در رباتها، داشبوردها و تحلیلها فراهم میکند.
+- [kukapay/hyperliquid-whalealert-mcp](https://github.com/kukapay/hyperliquid-whalealert-mcp) 🐍 ☁️ - یک سرور MCP که هشدارهای نهنگ بیدرنگ را در Hyperliquid ارائه میدهد و موقعیتهایی با ارزش اسمی بیش از ۱ میلیون دلار را پرچمگذاری میکند.
+- [kukapay/jupiter-mcp](https://github.com/kukapay/jupiter-mcp) 🐍 ☁️ - یک سرور MCP برای اجرای سواپهای توکن در بلاکچین Solana با استفاده از Ultra API جدید Jupiter.
+- [kukapay/pancakeswap-poolspy-mcp](https://github.com/kukapay/pancakeswap-poolspy-mcp) 🐍 ☁️ - یک سرور MCP که استخرهای تازه ایجاد شده در Pancake Swap را ردیابی میکند.
+- [kukapay/pumpswap-mcp](https://github.com/kukapay/pumpswap-mcp) 🐍 ☁️ - به عاملهای هوش مصنوعی امکان تعامل با PumpSwap را برای سواپهای توکن بیدرنگ و معاملات خودکار on-chain میدهد.
+- [kukapay/raydium-launchlab-mcp](https://github.com/kukapay/raydium-launchlab-mcp) 🐍 ☁️ - یک سرور MCP که به عاملهای هوش مصنوعی امکان راهاندازی، خرید و فروش توکنها را در Raydium Launchpad (معروف به LaunchLab) میدهد.
+- [kukapay/rug-check-mcp](https://github.com/kukapay/rug-check-mcp) 🐍 ☁️ - یک سرور MCP که ریسکهای بالقوه در توکنهای meme Solana را شناسایی میکند.
+- [kukapay/sui-trader-mcp](https://github.com/kukapay/sui-trader-mcp) 📇 ☁️ - یک سرور MCP طراحی شده برای عاملهای هوش مصنوعی برای انجام سواپهای توکن بهینه در بلاکچین Sui.
+- [kukapay/thegraph-mcp](https://github.com/kukapay/thegraph-mcp) 🐍 ☁️ - یک سرور MCP که عاملهای هوش مصنوعی را با دادههای بلاکچین نمایهسازی شده از The Graph قدرت میبخشد.
+- [kukapay/token-minter-mcp](https://github.com/kukapay/token-minter-mcp) 🐍 ☁️ - یک سرور MCP که ابزارهایی برای عاملهای هوش مصنوعی برای مینت توکنهای ERC-20 در چندین بلاکچین فراهم میکند.
+- [kukapay/token-revoke-mcp](https://github.com/kukapay/token-revoke-mcp) 🐍 ☁️ - یک سرور MCP برای بررسی و لغو مجوزهای توکن ERC-20 در چندین بلاکچین.
+- [kukapay/twitter-username-changes-mcp](https://github.com/kukapay/twitter-username-changes-mcp) 🐍 ☁️ - یک سرور MCP که تغییرات تاریخی نامهای کاربری توییتر را ردیابی میکند.
+- [kukapay/uniswap-poolspy-mcp](https://github.com/kukapay/uniswap-poolspy-mcp) 🐍 ☁️ - یک سرور MCP که استخرهای نقدینگی تازه ایجاد شده در Uniswap را در چندین بلاکچین ردیابی میکند.
+- [kukapay/uniswap-price-mcp](https://github.com/kukapay/uniswap-price-mcp) 📇 ☁️ - یک سرور MCP که استخرهای نقدینگی تازه ایجاد شده در Uniswap را در چندین بلاکچین ردیابی میکند.
+- [kukapay/uniswap-trader-mcp](https://github.com/kukapay/uniswap-trader-mcp) 🐍 ☁️ - یک سرور MCP که قیمتهای توکن بیدرنگ را از Uniswap V3 در چندین زنجیره ارائه میدهد.
+- [kukapay/wallet-inspector-mcp](https://github.com/kukapay/wallet-inspector-mcp) 🐍 ☁️ - یک سرور MCP که به عاملهای هوش مصنوعی قدرت میدهد تا موجودی و فعالیت onchain هر کیف پولی را در زنجیرههای اصلی EVM و زنجیره Solana بازرسی کنند.
+- [kukapay/web3-jobs-mcp](https://github.com/kukapay/web3-jobs-mcp) 🐍 ☁️ - یک سرور MCP که به عاملهای هوش مصنوعی دسترسی بیدرنگ به مشاغل Web3 منتخب را میدهد.
+- [kukapay/whale-tracker-mcp](https://github.com/kukapay/whale-tracker-mcp) 🐍 ☁️ - یک سرور mcp برای ردیابی تراکنشهای نهنگهای ارز دیجیتال.
+- [laukikk/alpaca-mcp](https://github.com/laukikk/alpaca-mcp) 🐍 ☁️ - یک سرور MCP برای API معاملاتی Alpaca برای مدیریت پرتفویهای سهام و کریپتو، قرار دادن معاملات و دسترسی به دادههای بازار.
+- [logotype/fixparser](https://gitlab.com/logotype/fixparser) 🎖 📇 ☁️ 🏠 📟 - پروتکل FIX (ارسال سفارشات، دادههای بازار و غیره) نوشته شده در TypeScript.
+- [longportapp/openapi](https://github.com/longportapp/openapi/tree/main/mcp) - 🐍 ☁️ - LongPort OpenAPI دادههای بیدرنگ بازار سهام را فراهم میکند، به هوش مصنوعی قابلیتهای تحلیل و معامله را از طریق MCP میدهد.
+- [mcpdotdirect/evm-mcp-server](https://github.com/mcpdotdirect/evm-mcp-server) 📇 ☁️ - خدمات جامع بلاکچین برای بیش از ۳۰ شبکه EVM، که از توکنهای بومی، ERC20، NFTها، قراردادهای هوشمند، تراکنشها و وضوح ENS پشتیبانی میکند.
+- [mcpdotdirect/starknet-mcp-server](https://github.com/mcpdotdirect/starknet-mcp-server) 📇 ☁️ - یکپارچهسازی جامع بلاکچین Starknet با پشتیبانی از توکنهای بومی (ETH، STRK)، قراردادهای هوشمند، وضوح StarknetID و انتقال توکن.
+- [minhyeoky/mcp-server-ledger](https://github.com/minhyeoky/mcp-server-ledger) 🐍 🏠 - یکپارچهسازی با ledger-cli برای مدیریت تراکنشهای مالی و تولید گزارشها.
+- [narumiruna/yfinance-mcp](https://github.com/narumiruna/yfinance-mcp) 🐍 ☁️ - یک سرور MCP که از yfinance برای به دست آوردن اطلاعات از Yahoo Finance استفاده میکند.
+- [OctagonAI/octagon-mcp-server](https://github.com/OctagonAI/octagon-mcp-server) 🐍 ☁️ - عاملهای هوش مصنوعی Octagon برای یکپارچهسازی دادههای بازار خصوصی و عمومی
+- [openMF/mcp-mifosx](https://github.com/openMF/mcp-mifosx) ☁️ 🏠 - یکپارچهسازی با بانکداری مرکزی برای مدیریت مشتریان، وامها، پساندازها، سهام، تراکنشهای مالی و تولید گزارشهای مالی.
+- [polygon-io/mcp_polygon)](https://github.com/polygon-io/mcp_polygon)) 🐍 ☁️ - یک سرور MCP که دسترسی به APIهای دادههای بازار مالی [Polygon.io](https://polygon.io/) را برای سهام، شاخصها، فارکس، آپشنها و موارد دیگر فراهم میکند.
+- [pwh-pwh/coin-mcp-server](https://github.com/pwh-pwh/coin-mcp-server) 🐍 ☁️ - Bitget API برای دریافت قیمت ارزهای دیجیتال.
+- [QuantConnect/mcp-server](https://github.com/QuantConnect/mcp-server) 🐍 ☁️ – یک سرور MCP Python داکرایز شده که هوش مصنوعی محلی شما (مانند Claude Desktop و غیره) را به QuantConnect API متصل میکند—و به شما قدرت میدهد تا پروژهها را ایجاد کنید، استراتژیها را بکتست کنید، همکاران را مدیریت کنید و گردشهای کاری معاملات زنده را مستقیماً از طریق پرامپتهای زبان طبیعی مستقر کنید.
+- [QuantGeekDev/coincap-mcp](https://github.com/QuantGeekDev/coincap-mcp) 📇 ☁️ - یکپارچهسازی دادههای بازار ارزهای دیجیتال بیدرنگ با استفاده از API عمومی CoinCap، که دسترسی به قیمتهای کریپتو و اطلاعات بازار را بدون کلید API فراهم میکند
+- [QuentinCody/braintree-mcp-server](https://github.com/QuentinCody/braintree-mcp-server) 🐍 - سرور MCP غیر رسمی دروازه پرداخت PayPal Braintree برای عاملهای هوش مصنوعی برای پردازش پرداختها، مدیریت مشتریان و مدیریت امن تراکنشها.
+- [RomThpt/xrpl-mcp-server](https://github.com/RomThpt/mcp-xrpl) 📇 ☁️ - سرور MCP برای XRP Ledger که دسترسی به اطلاعات حساب، تاریخچه تراکنش و دادههای شبکه را فراهم میکند. امکان کوئری اشیاء لجر، ارسال تراکنشها و نظارت بر شبکه XRPL را میدهد.
+- [SaintDoresh/Crypto-Trader-MCP-ClaudeDesktop](https://github.com/SaintDoresh/Crypto-Trader-MCP-ClaudeDesktop.git) 🐍 ☁️ - یک ابزار MCP که دادههای بازار ارزهای دیجیتال را با استفاده از CoinGecko API فراهم میکند.
+- [SaintDoresh/YFinance-Trader-MCP-ClaudeDesktop](https://github.com/SaintDoresh/YFinance-Trader-MCP-ClaudeDesktop.git) 🐍 ☁️ - یک ابزار MCP که دادهها و تحلیل بازار سهام را با استفاده از Yahoo Finance API فراهم میکند.
+- [shareseer/shareseer-mcp-server](https://github.com/shareseer/shareseer-mcp-server) 🏎️ ☁️ - MCP برای دسترسی به پروندههای SEC، اطلاعات مالی و دادههای معاملات داخلی به صورت بیدرنگ با استفاده از [ShareSeer](https://shareseer.com)
+- [tatumio/blockchain-mcp](https://github.com/tatumio/blockchain-mcp) ☁️ - سرور MCP برای دادههای بلاکچین. دسترسی به API بلاکچین Tatum را در بیش از ۱۳۰ شبکه با ابزارهایی شامل RPC Gateway و بینشهای داده بلاکچین فراهم میکند.
+- [ThomasMarches/substrate-mcp-rs](https://github.com/ThomasMarches/substrate-mcp-rs) 🦀 🏠 - یک پیادهسازی سرور MCP برای تعامل با بلاکچینهای مبتنی بر Substrate. ساخته شده با Rust و ارتباط با crate [subxt](https://github.com/paritytech/subxt).
+- [tooyipjee/yahoofinance-mcp](https://github.com/tooyipjee/yahoofinance-mcp.git) 📇 ☁️ - نسخه TS از yahoo finance mcp.
+- [Trade-Agent/trade-agent-mcp](https://github.com/Trade-Agent/trade-agent-mcp.git) 🎖️ ☁️ - سهام و کریپتو را در کارگزاریهای رایج (Robinhood، E*Trade، Coinbase، Kraken) از طریق سرور MCP Trade Agent معامله کنید.
+- [twelvedata/mcp](https://github.com/twelvedata/mcp) 🐍 ☁️ - با APIهای [Twelve Data](https://twelvedata.com) تعامل داشته باشید تا به دادههای بازار مالی بیدرنگ و تاریخی برای عاملهای هوش مصنوعی خود دسترسی پیدا کنید.
+- [wowinter13/solscan-mcp](https://github.com/wowinter13/solscan-mcp) 🦀 🏠 - یک ابزار MCP برای کوئری تراکنشهای Solana با استفاده از زبان طبیعی با Solscan API.
+- [Wuye-AI/mcp-server-wuye-ai](https://github.com/wuye-ai/mcp-server-wuye-ai) 🎖️ 📇 ☁️ - یک سرور MCP که با قابلیتهای پلتفرم CRIC Wuye AI، یک دستیار هوشمند ویژه برای صنعت مدیریت املاک، تعامل دارد.
+- [XeroAPI/xero-mcp-server](https://github.com/XeroAPI/xero-mcp-server) 📇 ☁️ – یک سرور MCP که با API Xero یکپارچه میشود و امکان دسترسی استاندارد به ویژگیهای حسابداری و تجاری Xero را فراهم میکند.
+- [zlinzzzz/finData-mcp-server](https://github.com/zlinzzzz/finData-mcp-server) 🐍 ☁️ - یک سرور MCP برای دسترسی به دادههای مالی حرفهای، که از چندین ارائهدهنده داده مانند Tushare پشتیبانی میکند.
+- [zolo-ryan/MarketAuxMcpServer](https://github.com/Zolo-Ryan/MarketAuxMcpServer) 📇 ☁️ - سرور MCP برای جستجوی جامع اخبار بازار و مالی با فیلترهای پیشرفته بر اساس نمادها، صنایع، کشورها و بازههای زمانی.
+- [JamesANZ/evm-mcp](https://github.com/JamesANZ/evm-mcp) 📇 ☁️ - یک سرور MCP که دسترسی کامل به متدهای JSON-RPC ماشین مجازی اتریوم (EVM) را فراهم میکند. با هر ارائهدهنده نود سازگار با EVM از جمله Infura، Alchemy، QuickNode، نودهای محلی و موارد دیگر کار میکند.
+- [JamesANZ/prediction-market-mcp](https://github.com/JamesANZ/prediction-market-mcp) 📇 ☁️ - یک سرور MCP که دادههای بازار پیشبینی بیدرنگ را از چندین پلتفرم از جمله Polymarket، PredictIt و Kalshi فراهم میکند. به دستیاران هوش مصنوعی امکان کوئری شانسها، قیمتها و اطلاعات بازار فعلی را از طریق یک رابط یکپارچه میدهد.
+- [JamesANZ/bitcoin-mcp](https://github.com/JamesANZ/bitcoin-mcp) 📇 🏠 - یک سرور MCP که به مدلهای هوش مصنوعی امکان کوئری بلاکچین Bitcoin را میدهد.
+- [hive-intel/hive-crypto-mcp](https://github.com/hive-intel/hive-crypto-mcp) 📇 ☁️ 🏠 - Hive Intelligence: MCP نهایی ارزهای دیجیتال برای دستیاران هوش مصنوعی با دسترسی یکپارچه به تحلیلهای کریپتو، DeFi و Web3
+
+### 🎮 بازی
+
+یکپارچهسازی با دادههای مرتبط با بازی، موتورهای بازی و خدمات
+
+- [CoderGamester/mcp-unity](https://github.com/CoderGamester/mcp-unity) #️⃣ 🏠 - سرور MCP برای یکپارچهسازی با موتور بازی Unity3d برای توسعه بازی
+- [Coding-Solo/godot-mcp](https://github.com/Coding-Solo/godot-mcp) 📇 🏠 - یک سرور MCP برای تعامل با موتور بازی Godot، که ابزارهایی برای ویرایش، اجرا، اشکالزدایی و مدیریت صحنهها در پروژههای Godot فراهم میکند.
+- [ddsky/gamebrain-api-clients](https://github.com/ddsky/gamebrain-api-clients) ☁️ - صدها هزار بازی ویدیویی را در هر پلتفرمی از طریق [GameBrain API](https://gamebrain.co/api) جستجو و کشف کنید.
+- [IvanMurzak/Unity-MCP](https://github.com/IvanMurzak/Unity-MCP) #️⃣ 🏠 🍎 🪟 🐧 - سرور MCP برای ویرایشگر Unity و برای یک بازی ساخته شده با Unity
+- [jiayao/mcp-chess](https://github.com/jiayao/mcp-chess) 🐍 🏠 - یک سرور MCP که در برابر LLMها شطرنج بازی میکند.
+- [kkjdaniel/bgg-mcp](https://github.com/kkjdaniel/bgg-mcp) 🏎️ ☁️ - یک سرور MCP که تعامل با دادههای مرتبط با بازیهای رومیزی را از طریق BoardGameGeek API (XML API2) امکانپذیر میکند.
+- [opgginc/opgg-mcp](https://github.com/opgginc/opgg-mcp) 📇 ☁️ - به دادههای بازی بیدرنگ در عناوین محبوبی مانند League of Legends، TFT و Valorant دسترسی پیدا کنید و تحلیلهای قهرمانان، برنامههای eSports، ترکیبهای متا و آمار شخصیتها را ارائه میدهد.
+- [pab1ito/chess-mcp](https://github.com/pab1it0/chess-mcp) 🐍 ☁️ - به دادههای بازیکن Chess.com، سوابق بازی و سایر اطلاعات عمومی از طریق رابطهای استاندارد MCP دسترسی پیدا کنید و به دستیاران هوش مصنوعی امکان جستجو و تحلیل اطلاعات شطرنج را میدهد.
+- [rishijatia/fantasy-pl-mcp](https://github.com/rishijatia/fantasy-pl-mcp/) 🐍 ☁️ - یک سرور MCP برای دادههای بیدرنگ Fantasy Premier League و ابزارهای تحلیل.
+- [sonirico/mpc-stockfish](https://github.com/sonirico/mcp-stockfish) - 🏎️ 🏠 🍎 🪟 🐧️ سرور MCP که سیستمهای هوش مصنوعی را به موتور شطرنج Stockfish متصل میکند.
+- [stefan-xyz/mcp-server-runescape](https://github.com/stefan-xyz/mcp-server-runescape) 📇 - یک سرور MCP با ابزارهایی برای تعامل با دادههای RuneScape (RS) و Old School RuneScape (OSRS)، شامل قیمت آیتمها، امتیازات بازیکنان و موارد دیگر.
+- [tomholford/mcp-tic-tac-toe](https://github.com/tomholford/mcp-tic-tac-toe) 🏎️ 🏠 - با استفاده از این سرور MCP در برابر یک حریف هوش مصنوعی Tic Tac Toe بازی کنید.
+
+### 🧠 دانش و حافظه
+
+ذخیرهسازی حافظه پایدار با استفاده از ساختارهای گراف دانش. به مدلهای هوش مصنوعی امکان نگهداری و کوئری اطلاعات ساختاریافته در طول جلسات را میدهد.
+
+
+- [0xshellming/mcp-summarizer](https://github.com/0xshellming/mcp-summarizer) 📕 ☁️ - سرور MCP خلاصهسازی هوش مصنوعی، پشتیبانی از انواع مختلف محتوا: متن ساده، صفحات وب، اسناد PDF، کتابهای EPUB، محتوای HTML
+- [apecloud/ApeRAG](https://github.com/apecloud/ApeRAG) 🐍 ☁️ 🏠 - پلتفرم RAG آماده برای تولید که Graph RAG، جستجوی برداری و جستجوی متن کامل را ترکیب میکند. بهترین انتخاب برای ساخت گراف دانش خود و برای مهندسی زمینه
+- [chatmcp/mcp-server-chatsum](https://github.com/chatmcp/mcp-server-chatsum) - پیامهای چت خود را با پرامپتهای هوش مصنوعی کوئری و خلاصه کنید.
+- [cameronrye/openzim-mcp](https://github.com/cameronrye/openzim-mcp) 🐍 🏠 - سرور MCP مدرن و امن برای دسترسی آفلاین به پایگاههای دانش با فرمت ZIM. به مدلهای هوش مصنوعی امکان جستجو و پیمایش ویکیپدیا، محتوای آموزشی و سایر آرشیوهای دانش فشرده را با بازیابی هوشمند، کشینگ و API جامع میدهد.
+- [CheMiguel23/MemoryMesh](https://github.com/CheMiguel23/MemoryMesh) 📇 🏠 - حافظه مبتنی بر گراف پیشرفته با تمرکز بر نقشآفرینی هوش مصنوعی و تولید داستان
+- [entanglr/zettelkasten-mcp](https://github.com/entanglr/zettelkasten-mcp) 🐍 🏠 - یک سرور Model Context Protocol (MCP) که روش مدیریت دانش Zettelkasten را پیادهسازی میکند و به شما امکان میدهد یادداشتهای اتمی را از طریق Claude و سایر کلاینتهای سازگار با MCP ایجاد، پیوند و جستجو کنید.
+- [GistPad-MCP](https://github.com/lostintangent/gistpad-mcp) 📇 🏠 - از GitHub Gists برای مدیریت و دسترسی به دانش شخصی، یادداشتهای روزانه و پرامپتهای قابل استفاده مجدد خود استفاده کنید. این به عنوان یک همراه برای https://gistpad.dev و [افزونه GistPad VS Code](https://aka.ms/gistpad) عمل میکند.
+- [graphlit-mcp-server](https://github.com/graphlit/graphlit-mcp-server) 📇 ☁️ - هر چیزی را از Slack، Discord، وبسایتها، Google Drive، Linear یا GitHub به یک پروژه Graphlit وارد کنید - و سپس دانش مرتبط را در یک کلاینت MCP مانند Cursor، Windsurf یا Cline جستجو و بازیابی کنید.
+- [hannesrudolph/mcp-ragdocs](https://github.com/hannesrudolph/mcp-ragdocs) 🐍 🏠 - یک پیادهسازی سرور MCP که ابزارهایی برای بازیابی و پردازش مستندات از طریق جستجوی برداری فراهم میکند و به دستیاران هوش مصنوعی امکان میدهد پاسخهای خود را با زمینه مستندات مرتبط تقویت کنند
+- [jinzcdev/markmap-mcp-server](https://github.com/jinzcdev/markmap-mcp-server) 📇 🏠 - یک سرور MCP ساخته شده بر روی [markmap](https://github.com/markmap/markmap) که **Markdown** را به **نقشههای ذهنی** تعاملی تبدیل میکند. از خروجیهای چند فرمتی (PNG/JPG/SVG)، پیشنمایش زنده در مرورگر، کپی Markdown با یک کلیک و ویژگیهای تجسم پویا پشتیبانی میکند.
+- [kaliaboi/mcp-zotero](https://github.com/kaliaboi/mcp-zotero) 📇 ☁️ - یک اتصالدهنده برای LLMها برای کار با مجموعهها و منابع در Zotero Cloud شما
+- [mem0ai/mem0-mcp](https://github.com/mem0ai/mem0-mcp) 🐍 🏠 - یک سرور Model Context Protocol برای Mem0 که به مدیریت ترجیحات و الگوهای کدنویسی کمک میکند و ابزارهایی برای ذخیره، بازیابی و مدیریت معنایی پیادهسازیهای کد، بهترین شیوهها و مستندات فنی در IDEهایی مانند Cursor و Windsurf فراهم میکند
+- [modelcontextprotocol/server-memory](https://github.com/modelcontextprotocol/servers/tree/main/src/memory) 📇 🏠 - سیستم حافظه پایدار مبتنی بر گراف دانش برای حفظ زمینه
+- [MWGMorningwood/Central-Memory-MCP](https://github.com/MWGMorningwood/Central-Memory-MCP) 📇 ☁️ - یک سرور MCP قابل میزبانی در Azure PaaS که یک گراف دانش مبتنی بر فضای کاری را برای چندین توسعهدهنده با استفاده از تریگرهای MCP Azure Functions و Table storage فراهم میکند.
+- [pi22by7/In-Memoria](https://github.com/pi22by7/In-Memoria) 📇 🦀 🏠 🍎 🐧 🪟 - زیرساخت هوش پایدار برای توسعه عاملمحور که به دستیاران کدنویسی هوش مصنوعی حافظه تجمعی و یادگیری الگو میدهد. پیادهسازی ترکیبی TypeScript/Rust با ذخیرهسازی محلی-اول با استفاده از SQLite + SurrealDB برای تحلیل معنایی و درک تدریجی کدبیس.
+- [pinecone-io/assistant-mcp](https://github.com/pinecone-io/assistant-mcp) 🎖️ 🦀 ☁️ - به دستیار Pinecone شما متصل میشود و به عامل زمینه را از موتور دانش آن میدهد.
+- [ragieai/mcp-server](https://github.com/ragieai/ragie-mcp-server) 📇 ☁️ - زمینه را از پایگاه دانش [Ragie](https://www.ragie.ai) (RAG) خود که به یکپارچهسازیهایی مانند Google Drive، Notion، JIRA و موارد دیگر متصل است، بازیابی کنید.
+- [shinpr/mcp-local-rag](https://github.com/shinpr/mcp-local-rag) 📇 🏠 - سرور جستجوی اسناد با اولویت حریم خصوصی که کاملاً به صورت محلی اجرا میشود. از جستجوی معنایی بر روی فایلهای PDF، DOCX، TXT و Markdown با ذخیرهسازی برداری LanceDB و embeddingهای محلی پشتیبانی میکند - بدون نیاز به کلید API یا خدمات ابری.
+- [TechDocsStudio/biel-mcp](https://github.com/TechDocsStudio/biel-mcp) 📇 ☁️ - به ابزارهای هوش مصنوعی مانند Cursor، VS Code یا Claude Desktop اجازه دهید با استفاده از مستندات محصول شما به سؤالات پاسخ دهند. Biel.ai سیستم RAG و سرور MCP را فراهم میکند.
+- [topoteretes/cognee](https://github.com/topoteretes/cognee/tree/dev/cognee-mcp) 📇 🏠 - مدیر حافظه برای برنامهها و عاملهای هوش مصنوعی با استفاده از ذخیرهسازیهای مختلف گراف و برداری و اجازه ورود داده از بیش از ۳۰ منبع داده
+- [unibaseio/membase-mcp](https://github.com/unibaseio/membase-mcp) 📇 ☁️ - حافظه عامل خود را به صورت توزیع شده توسط Membase ذخیره و کوئری کنید
+- [upstash/context7](https://github.com/upstash/context7) 📇 ☁️ - مستندات کد بهروز برای LLMها و ویرایشگرهای کد هوش مصنوعی.
+- [JamesANZ/memory-mcp](https://github.com/JamesANZ/memory-mcp) 📇 🏠 - یک سرور MCP که خاطرات را از چندین LLM با استفاده از MongoDB ذخیره و بازیابی میکند. ابزارهایی برای ذخیره، بازیابی، اضافه کردن و پاک کردن خاطرات مکالمه با برچسبهای زمانی و شناسایی LLM فراهم میکند.
+- [JamesANZ/cross-llm-mcp](https://github.com/JamesANZ/cross-llm-mcp) 📇 🏠 - یک سرور MCP که ارتباط بین-LLM و به اشتراکگذاری حافظه را امکانپذیر میکند و به مدلهای مختلف هوش مصنوعی اجازه میدهد در مکالمات همکاری و زمینه را به اشتراک بگذارند.
+
+### 🗺️ خدمات مکانی
+
+خدمات مبتنی بر مکان و ابزارهای نقشهبرداری. به مدلهای هوش مصنوعی امکان کار با دادههای جغرافیایی، اطلاعات هواشناسی و تحلیلهای مبتنی بر مکان را میدهد.
+
+- [briandconnelly/mcp-server-ipinfo](https://github.com/briandconnelly/mcp-server-ipinfo) 🐍 ☁️ - موقعیت جغرافیایی آدرس IP و اطلاعات شبکه با استفاده از IPInfo API
+- [cqtrinv/trinvmcp](https://github.com/cqtrinv/trinvmcp) 📇 ☁️ - کاوش کمونها و قطعات کاداستر فرانسه بر اساس نام و سطح
+- [devilcoder01/weather-mcp-server](https://github.com/devilcoder01/weather-mcp-server) 🐍 ☁️ - دسترسی به دادههای هواشناسی بیدرنگ برای هر مکان با استفاده از WeatherAPI.com API، که پیشبینیهای دقیق و شرایط فعلی را فراهم میکند.
+- [ip2location/mcp-ip2location-io](https://github.com/ip2location/mcp-ip2location-io) 🐍 ☁️ - سرور MCP رسمی IP2Location.io برای به دست آوردن موقعیت جغرافیایی، پراکسی و اطلاعات شبکه یک آدرس IP با استفاده از IP2Location.io API.
+- [isdaniel/mcp_weather_server](https://github.com/isdaniel/mcp_weather_server) 🐍 ☁️ - دریافت اطلاعات هواشناسی از https://api.open-meteo.com API.
+- [ipfind/ipfind-mcp-server](https://github.com/ipfind/ipfind-mcp-server) 🐍 ☁️ - سرویس مکان آدرس IP با استفاده از [IP Find](https://ipfind.com) API
+- [ipfred/aiwen-mcp-server-geoip](https://github.com/ipfred/aiwen-mcp-server-geoip) 🐍 📇 ☁️ – سرور MCP برای Aiwen IP Location، دریافت مکان IP شبکه کاربر، دریافت جزئیات IP (کشور، استان، شهر، lat، lon، ISP، مالک و غیره)
+- [iplocate/mcp-server-iplocate](https://github.com/iplocate/mcp-server-iplocate) 🎖️ 📇 🏠 - جستجوی موقعیت جغرافیایی آدرس IP، اطلاعات شبکه، شناسایی پراکسیها و VPNها و یافتن جزئیات تماس برای سوءاستفاده با استفاده از IPLocate.io
+- [jagan-shanmugam/open-streetmap-mcp](https://github.com/jagan-shanmugam/open-streetmap-mcp) 🐍 🏠 - یک سرور MCP OpenStreetMap با خدمات مبتنی بر مکان و دادههای مکانی.
+- [kukapay/nearby-search-mcp](https://github.com/kukapay/nearby-search-mcp) 🐍 ☁️ - یک سرور MCP برای جستجوی مکانهای نزدیک با تشخیص مکان مبتنی بر IP.
+- [mahdin75/geoserver-mcp](https://github.com/mahdin75/geoserver-mcp) 🏠 – یک پیادهسازی سرور Model Context Protocol (MCP) که LLMها را به GeoServer REST API متصل میکند و به دستیاران هوش مصنوعی امکان تعامل با دادهها و خدمات مکانی را میدهد.
+- [mahdin75/gis-mcp](https://github.com/mahdin75/gis-mcp) 🏠 – یک پیادهسازی سرور Model Context Protocol (MCP) که مدلهای زبان بزرگ (LLMها) را با استفاده از کتابخانههای GIS به عملیات GIS متصل میکند و به دستیاران هوش مصنوعی امکان انجام عملیات و تبدیلات مکانی دقیق را میدهد.
+- [modelcontextprotocol/server-google-maps](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/google-maps) 📇 ☁️ - یکپارچهسازی با Google Maps برای خدمات مکان، مسیریابی و جزئیات مکان
+- [QGIS MCP](https://github.com/jjsantos01/qgis_mcp) - QGIS Desktop را از طریق MCP به Claude AI متصل میکند. این یکپارچهسازی ایجاد پروژه، بارگذاری لایه، اجرای کد و موارد دیگر را با کمک پرامپت امکانپذیر میکند.
+- [rossshannon/Weekly-Weather-mcp](https://github.com/rossshannon/weekly-weather-mcp.git) 🐍 ☁️ - سرور MCP Weekly Weather که پیشبینیهای هواشناسی دقیق ۷ روز کامل را در هر کجای جهان برمیگرداند.
+- [SaintDoresh/Weather-MCP-ClaudeDesktop](https://github.com/SaintDoresh/Weather-MCP-ClaudeDesktop.git) 🐍 ☁️ - یک ابزار MCP که دادههای هواشناسی بیدرنگ، پیشبینیها و اطلاعات تاریخی هواشناسی را با استفاده از OpenWeatherMap API فراهم میکند.
+- [SecretiveShell/MCP-timeserver](https://github.com/SecretiveShell/MCP-timeserver) 🐍 🏠 - دسترسی به زمان در هر منطقه زمانی و دریافت زمان محلی فعلی
+- [stadiamaps/stadiamaps-mcp-server-ts](https://github.com/stadiamaps/stadiamaps-mcp-server-ts) 📇 ☁️ - یک سرور MCP برای APIهای مکان Stadia Maps - جستجوی آدرسها، مکانها با geocoding، یافتن مناطق زمانی، ایجاد مسیرها و نقشههای استاتیک
+- [TimLukaHorstmann/mcp-weather](https://github.com/TimLukaHorstmann/mcp-weather) 📇 ☁️ - پیشبینیهای دقیق هواشناسی از طریق AccuWeather API (سطح رایگان در دسترس است).
+- [trackmage/trackmage-mcp-server](https://github.com/trackmage/trackmage-mcp-server) 📇 - API ردیابی محموله و قابلیتهای مدیریت لجستیک از طریق [TrackMage API] (https://trackmage.com/)
+- [webcoderz/MCP-Geo](https://github.com/webcoderz/MCP-Geo) 🐍 🏠 - سرور MCP Geocoding برای nominatim، ArcGIS، Bing
+
+### 🎯 بازاریابی
+
+ابزارهایی برای ایجاد و ویرایش محتوای بازاریابی، کار با متادیتا وب، موقعیتیابی محصول و راهنماهای ویرایش.
+
+- [gomarble-ai/facebook-ads-mcp-server](https://github.com/gomarble-ai/facebook-ads-mcp-server) 🐍 ☁️ - سرور MCP که به عنوان یک رابط برای Facebook Ads عمل میکند و دسترسی برنامهریزی شده به دادهها و ویژگیهای مدیریت Facebook Ads را امکانپذیر میکند.
+- [gomarble-ai/google-ads-mcp-server](https://github.com/gomarble-ai/google-ads-mcp-server) 🐍 ☁️ - سرور MCP که به عنوان یک رابط برای Google Ads عمل میکند و دسترسی برنامهریزی شده به دادهها و ویژگیهای مدیریت Google Ads را امکانپذیر میکند.
+- [marketplaceadpros/amazon-ads-mcp-server](https://github.com/MarketplaceAdPros/amazon-ads-mcp-server) 📇 ☁️ - به ابزارها امکان تعامل با Amazon Advertising، تحلیل معیارهای کمپین و پیکربندیها را میدهد.
+- [open-strategy-partners/osp_marketing_tools](https://github.com/open-strategy-partners/osp_marketing_tools) 🐍 🏠 - مجموعهای از ابزارهای بازاریابی از Open Strategy Partners شامل سبک نگارش، کدهای ویرایش و ایجاد نقشه ارزش بازاریابی محصول.
+- [pipeboard-co/meta-ads-mcp](https://github.com/pipeboard-co/meta-ads-mcp) 🐍 ☁️ 🏠 - اتوماسیون Meta Ads که فقط کار میکند. مورد اعتماد بیش از ۱۰۰۰۰ کسب و کار برای تحلیل عملکرد، تست خلاقیتها، بهینهسازی هزینهها و مقیاسبندی نتایج — به سادگی و با اطمینان.
+- [stape-io/stape-mcp-server](https://github.com/stape-io/stape-mcp-server) 📇 ☁️ – این پروژه یک سرور MCP (Model Context Protocol) برای پلتفرم Stape پیادهسازی میکند. این سرور امکان تعامل با Stape API را با استفاده از دستیاران هوش مصنوعی مانند Claude یا IDEهای مبتنی بر هوش مصنوعی مانند Cursor فراهم میکند.
+- [stape-io/google-tag-manager-mcp-server](https://github.com/stape-io/google-tag-manager-mcp-server) 📇 ☁️ – این سرور از اتصالات MCP راه دور پشتیبانی میکند، شامل Google OAuth داخلی است و یک رابط به Google Tag Manager API فراهم میکند.
+
+
+### 📊 نظارت
+
+دسترسی و تحلیل دادههای نظارت بر برنامه. به مدلهای هوش مصنوعی امکان بررسی گزارشهای خطا و معیارهای عملکرد را میدهد.
+
+- [edgedelta/edgedelta-mcp-server](https://github.com/edgedelta/edgedelta-mcp-server) 🎖️ 🏎️ ☁️ – با ناهنجاریهای Edge Delta تعامل داشته باشید، لاگها / الگوها / رویدادها را کوئری کنید و علل ریشهای را شناسایی و pipelineهای خود را بهینه کنید.
+- [grafana/mcp-grafana](https://github.com/grafana/mcp-grafana) 🎖️ 🐍 🏠 ☁️ - جستجوی داشبوردها، بررسی حوادث و کوئری منابع داده در نمونه Grafana شما
+- [hyperb1iss/lucidity-mcp](https://github.com/hyperb1iss/lucidity-mcp) 🐍 🏠 - کیفیت کد تولید شده توسط هوش مصنوعی را از طریق تحلیل هوشمند و مبتنی بر پرامپت در ۱۰ بعد حیاتی از پیچیدگی تا آسیبپذیریهای امنیتی افزایش دهید
+- [inventer-dev/mcp-internet-speed-test](https://github.com/inventer-dev/mcp-internet-speed-test) 🐍 ☁️ - تست سرعت اینترنت با معیارهای عملکرد شبکه شامل سرعت دانلود/آپلود، تأخیر، تحلیل jitter و تشخیص سرور CDN با نقشهبرداری جغرافیایی
+- [last9/last9-mcp-server](https://github.com/last9/last9-mcp-server) - زمینه تولید بیدرنگ—لاگها، معیارها و traceها—را به طور یکپارچه به محیط محلی خود بیاورید تا کد را سریعتر خودکار-رفع کنید
+- [metoro-io/metoro-mcp-server](https://github.com/metoro-io/metoro-mcp-server) 🎖️ 🏎️ ☁️ - کوئری و تعامل با محیطهای kubernetes که توسط Metoro نظارت میشوند
+- [MindscapeHQ/server-raygun](https://github.com/MindscapeHQ/mcp-server-raygun) 📇 ☁️ - یکپارچهسازی با Raygun API V3 برای گزارشدهی crash و نظارت بر کاربر واقعی
+- [getsentry/sentry-mcp](https://github.com/getsentry/sentry-mcp) 🐍 ☁️ - یکپارچهسازی با Sentry.io برای ردیابی خطا و نظارت بر عملکرد
+- [mpeirone/zabbix-mcp-server](https://github.com/mpeirone/zabbix-mcp-server) 🐍 ☁️ 🐧 🪟 🍎 - یکپارچهسازی با Zabbix برای میزبانها، آیتمها، تریگرها، قالبها، مشکلات، دادهها و موارد دیگر.
+- [netdata/netdata#Netdata](https://github.com/netdata/netdata/blob/master/src/web/mcp/README.md) 🎖️ 🏠 ☁️ 📟 🍎 🪟 🐧 - کشف، کاوش، گزارشدهی و تحلیل علت ریشهای با استفاده از تمام دادههای قابلیت مشاهده، شامل معیارها، لاگها، سیستمها، کانتینرها، فرآیندها و اتصالات شبکه
+- [pydantic/logfire-mcp](https://github.com/pydantic/logfire-mcp) 🎖️ 🐍 ☁️ - دسترسی به traceها و معیارهای OpenTelemetry را از طریق Logfire فراهم میکند
+- [seekrays/mcp-monitor](https://github.com/seekrays/mcp-monitor) 🏎️ 🏠 - یک ابزار نظارت بر سیستم که معیارهای سیستم را از طریق Model Context Protocol (MCP) در معرض دید قرار میدهد. این ابزار به LLMها اجازه میدهد اطلاعات سیستم را به صورت بیدرنگ از طریق یک رابط سازگار با MCP بازیابی کنند. (پشتیبانی از CPU، حافظه، دیسک، شبکه، میزبان، فرآیند)
+- [tumf/grafana-loki-mcp](https://github.com/tumf/grafana-loki-mcp) 🐍 🏠 - یک سرور MCP که امکان کوئری لاگهای Loki را از طریق Grafana API میدهد.
+- [VictoriaMetrics-Community/mcp-victoriametrics](https://github.com/VictoriaMetrics-Community/mcp-victoriametrics) 🎖️ 🏎️ 🏠 - یکپارچهسازی جامع با [APIهای نمونه VictoriaMetrics](https://docs.victoriametrics.com/victoriametrics/url-examples/) و [مستندات](https://docs.victoriametrics.com/) شما برای نظارت، قابلیت مشاهده و وظایف اشکالزدایی مرتبط با نمونههای VictoriaMetrics شما را فراهم میکند
+- [imprvhub/mcp-status-observer](https://github.com/imprvhub/mcp-status-observer) 📇 ☁️ - سرور Model Context Protocol برای نظارت بر وضعیت عملیاتی پلتفرمهای دیجیتال بزرگ در Claude Desktop.
+- [inspektor-gadget/ig-mcp-server](https://github.com/inspektor-gadget/ig-mcp-server) 🏎️ ☁️ 🏠 🐧 🪟 🍎 - بارهای کاری Container و Kubernetes خود را با یک رابط هوش مصنوعی مبتنی بر eBPF اشکالزدایی کنید.
+- [yshngg/pmcp](https://github.com/yshngg/pmcp) 🏎️ ☁️ 🏠 🍎 🪟 🐧 - یک سرور Prometheus Model Context Protocol.
+
+### 🎥 پردازش چندرسانهای
+
+قابلیت مدیریت چندرسانهای مانند ویرایش صدا و ویدیو، پخش، تبدیل فرمت را فراهم میکند، همچنین شامل فیلترهای ویدیویی، بهبودها و غیره میشود
+
+- [ananddtyagi/gif-creator-mcp](https://github.com/ananddtyagi/gif-creator-mcp/tree/main) 📇 🏠 - یک سرور MCP برای ایجاد GIF از ویدیوهای شما.
+- [bogdan01m/zapcap-mcp-server](https://github.com/bogdan01m/zapcap-mcp-server) 🐍 ☁️ - سرور MCP برای ZapCap API که تولید زیرنویس ویدیو و B-roll را از طریق زبان طبیعی فراهم میکند
+- [stass/exif-mcp](https://github.com/stass/exif-mcp) 📇 🏠 🐧 🍎 🪟 - یک سرور MCP که به فرد امکان میدهد متادیتای تصویر مانند EXIF، XMP، JFIF و GPS را بررسی کند. این پایه و اساس را برای جستجو و تحلیل کتابخانههای عکس و مجموعههای تصویر مبتنی بر LLM فراهم میکند.
+- [Tommertom/sonos-ts-mcp](https://github.com/Tommertom/sonos-ts-mcp) 📇 🏠 🍎 🪟 🐧 - کنترل جامع سیستم صوتی Sonos از طریق پیادهسازی خالص TypeScript. دارای کشف کامل دستگاه، مدیریت پخش چند-اتاقه، کنترل صف، مرور کتابخانه موسیقی، مدیریت آلارم، اشتراک رویداد بیدرنگ و تنظیمات EQ صوتی است. شامل بیش از ۵۰ ابزار برای اتوماسیون یکپارچه صوتی خانه هوشمند از طریق پروتکلهای UPnP/SOAP است.
+- [sunriseapps/imagesorcery-mcp](https://github.com/sunriseapps/imagesorcery-mcp) 🐍 🏠 🐧 🍎 🪟 - جادوی 🪄 مبتنی بر ComputerVision از ابزارهای تشخیص و ویرایش تصویر برای دستیاران هوش مصنوعی.
+- [video-creator/ffmpeg-mcp](https://github.com/video-creator/ffmpeg-mcp.git) 🎥 🔊 - استفاده از خط فرمان ffmpeg برای دستیابی به یک سرور mcp، میتواند بسیار راحت باشد، از طریق گفتگو برای دستیابی به جستجوی ویدیوی محلی، برش، چسباندن، پخش و سایر توابع
+
+### 🔎 پلتفرمهای RAG سرتاسری
+
+- [vectara/vectara-mcp](https://github.com/vectara/vectara-mcp) 🐍 🏠 ☁️ - یک سرور MCP برای دسترسی به پلتفرم RAG-as-a-service مورد اعتماد Vectara.
+
+### 🔎 جستجو و استخراج داده
+
+- [0xdaef0f/job-searchoor](https://github.com/0xDAEF0F/job-searchoor) 📇 🏠 - یک سرور MCP برای جستجوی آگهیهای شغلی با فیلترهایی برای تاریخ، کلمات کلیدی، گزینههای کار از راه دور و موارد دیگر.
+- [Aas-ee/open-webSearch](https://github.com/Aas-ee/open-webSearch) 🐍 📇 ☁️ - جستجوی وب با استفاده از جستجوی چند-موتوره رایگان (بدون نیاز به کلید API) — از Bing، Baidu، DuckDuckGo، Brave، Exa و CSDN پشتیبانی میکند.
+- [ac3xx/mcp-servers-kagi](https://github.com/ac3xx/mcp-servers-kagi) 📇 ☁️ - یکپارچهسازی با Kagi search API
+- [adawalli/nexus](https://github.com/adawalli/nexus) 📇 ☁️ - سرور جستجوی وب مبتنی بر هوش مصنوعی با استفاده از مدلهای Perplexity Sonar با استناد به منابع. راهاندازی بدون نصب از طریق NPX.
+- [ananddtyagi/webpage-screenshot-mcp](https://github.com/ananddtyagi/webpage-screenshot-mcp) 📇 🏠 - یک سرور MCP برای گرفتن اسکرینشات از صفحات وب برای استفاده به عنوان بازخورد در طول توسعه UI.
+- [urlbox/urlbox-mcp-server](https://github.com/urlbox/urlbox-mcp-server/) - 📇 🏠 یک سرور MCP قابل اعتماد برای تولید و مدیریت اسکرینشاتها، PDFها و ویدیوها، انجام تحلیل اسکرینشات مبتنی بر هوش مصنوعی و استخراج محتوای وب (Markdown، متادیتا و HTML) از طریق [Urlbox](https://urlbox.com) API.
+- [andybrandt/mcp-simple-arxiv](https://github.com/andybrandt/mcp-simple-arxiv) - 🐍 ☁️ MCP برای LLM برای جستجو و خواندن مقالات از arXiv
+- [andybrandt/mcp-simple-pubmed](https://github.com/andybrandt/mcp-simple-pubmed) - 🐍 ☁️ MCP برای جستجو و خواندن مقالات پزشکی / علوم زیستی از PubMed.
+- [angheljf/nyt](https://github.com/angheljf/nyt) 📇 ☁️ - جستجوی مقالات با استفاده از NYTimes API
+- [apify/mcp-server-rag-web-browser](https://github.com/apify/mcp-server-rag-web-browser) 📇 ☁️ - یک سرور MCP برای RAG Web Browser Actor منبع باز Apify برای انجام جستجوهای وب، استخراج URLها و برگرداندن محتوا در Markdown.
+- [Bigsy/Clojars-MCP-Server](https://github.com/Bigsy/Clojars-MCP-Server) 📇 ☁️ - سرور MCP Clojars برای اطلاعات بهروز وابستگی کتابخانههای Clojure
+- [blazickjp/arxiv-mcp-server](https://github.com/blazickjp/arxiv-mcp-server) ☁️ 🐍 - جستجوی مقالات تحقیقاتی ArXiv
+- [chanmeng/google-news-mcp-server](https://github.com/ChanMeng666/server-google-news) 📇 ☁️ - یکپارچهسازی با Google News با دستهبندی خودکار موضوعات، پشتیبانی از چند زبان و قابلیتهای جستجوی جامع شامل عناوین، داستانها و موضوعات مرتبط از طریق [SerpAPI](https://serpapi.com/).
+- [cameronrye/gopher-mcp](https://github.com/cameronrye/gopher-mcp) 🐍 🏠 - سرور MCP مدرن و چند پلتفرمی که به دستیاران هوش مصنوعی امکان مرور و تعامل با منابع پروتکل Gopher و Gemini را به صورت ایمن و کارآمد میدهد. دارای پشتیبانی از پروتکل دوگانه، امنیت TLS و استخراج محتوای ساختاریافته است.
+- [ConechoAI/openai-websearch-mcp](https://github.com/ConechoAI/openai-websearch-mcp/) 🐍 🏠 ☁️ - این یک سرور MCP مبتنی بر Python است که ابزار داخلی `web_search` OpenAI را فراهم میکند.
+- [DappierAI/dappier-mcp](https://github.com/DappierAI/dappier-mcp) 🐍 ☁️ - جستجوی وب بیدرنگ سریع و رایگان و دسترسی به دادههای برتر از برندهای رسانهای معتبر—اخبار، بازارهای مالی، ورزش، سرگرمی، هواشناسی و موارد دیگر را فعال کنید. عاملهای هوش مصنوعی قدرتمند با Dappier بسازید.
+- [deadletterq/mcp-opennutrition](https://github.com/deadletterq/mcp-opennutrition) 📇 🏠 - سرور MCP محلی برای جستجوی بیش از ۳۰۰,۰۰۰ غذا، اطلاعات تغذیهای و بارکد از پایگاه داده OpenNutrition.
+- [dealx/mcp-server](https://github.com/DealExpress/mcp-server) ☁️ - سرور MCP برای پلتفرم DealX
+- [devflowinc/trieve](https://github.com/devflowinc/trieve/tree/main/clients/mcp-server) 🎖️ 📇 ☁️ 🏠 - خزیدن، embedding، chunk کردن، جستجو و بازیابی اطلاعات از مجموعه دادهها از طریق [Trieve](https://trieve.ai)
+- [Dumpling-AI/mcp-server-dumplingai](https://github.com/Dumpling-AI/mcp-server-dumplingai) 🎖️ 📇 ☁️ - دسترسی به دادهها، استخراج وب و APIهای تبدیل اسناد توسط [Dumpling AI](https://www.dumplingai.com/)
+- [emicklei/melrose-mcp](https://github.com/emicklei/melrose-mcp) 🏎️ 🏠 - عبارات موسیقی [Melrōse](https://melrōse.org) را به عنوان MIDI پخش میکند
+- [erithwik/mcp-hn](https://github.com/erithwik/mcp-hn) 🐍 ☁️ - یک سرور MCP برای جستجوی Hacker News، دریافت داستانهای برتر و موارد دیگر.
+- [exa-labs/exa-mcp-server](https://github.com/exa-labs/exa-mcp-server) 🎖️ 📇 ☁️ – یک سرور Model Context Protocol (MCP) که به دستیاران هوش مصنوعی مانند Claude اجازه میدهد از Exa AI Search API برای جستجوهای وب استفاده کنند. این راهاندازی به مدلهای هوش مصنوعی امکان میدهد اطلاعات وب بیدرنگ را به روشی امن و کنترل شده دریافت کنند.
+- [fatwang2/search1api-mcp](https://github.com/fatwang2/search1api-mcp) 📇 ☁️ - جستجو از طریق search1api (نیاز به کلید API پولی دارد)
+- [format37/youtube_mcp](https://github.com/format37/youtube_mcp) 🐍 ☁️ – سرور MCP که ویدیوهای YouTube را به متن رونویسی میکند. از yt-dlp برای دانلود صدا و Whisper-1 OpenAI برای رونویسی دقیقتر از زیرنویسهای youtube استفاده میکند. یک URL YouTube ارائه دهید و رونوشت کامل را که برای ویدیوهای طولانی به تکهها تقسیم شده است، دریافت کنید.
+- [genomoncology/biomcp](https://github.com/genomoncology/biomcp) 🐍 ☁️ - سرور تحقیقات زیستپزشکی که دسترسی به PubMed، ClinicalTrials.gov و MyVariant.info را فراهم میکند.
+- [hbg/mcp-paperswithcode](https://github.com/hbg/mcp-paperswithcode) - 🐍 ☁️ MCP برای جستجو از طریق PapersWithCode API
+- [hellokaton/unsplash-mcp-server](https://github.com/hellokaton/unsplash-mcp-server)) 🐍 ☁️ - یک سرور MCP برای جستجوی تصویر Unsplash.
+- [Himalayas-App/himalayas-mcp](https://github.com/Himalayas-App/himalayas-mcp) 📇 ☁️ - به دهها هزار آگهی شغلی از راه دور و اطلاعات شرکت دسترسی پیدا کنید. این سرور MCP عمومی دسترسی بیدرنگ به پایگاه داده مشاغل از راه دور Himalayas را فراهم میکند.
+- [Ihor-Sokoliuk/MCP-SearXNG](https://github.com/ihor-sokoliuk/mcp-searxng) 📇 🏠/☁️ - یک سرور Model Context Protocol برای [SearXNG](https://docs.searxng.org)
+- [isnow890/naver-search-mcp](https://github.com/isnow890/naver-search-mcp) 📇 ☁️ - سرور MCP برای یکپارچهسازی با Naver Search API، که از جستجوی وبلاگ، اخبار، خرید و ویژگیهای تحلیلی DataLab پشتیبانی میکند.
+- [jae-jae/fetcher-mcp](https://github.com/jae-jae/fetcher-mcp) 📇 🏠 - سرور MCP برای دریافت محتوای صفحه وب با استفاده از مرورگر headless Playwright، که از رندر Javascript و استخراج هوشمند محتوا پشتیبانی میکند و خروجی Markdown یا HTML را ارائه میدهد.
+- [jae-jae/g-search-mcp](https://github.com/jae-jae/g-search-mcp) 📇 🏠 - یک سرور MCP قدرتمند برای جستجوی Google که جستجوی موازی با چندین کلمه کلیدی را به طور همزمان امکانپذیر میکند.
+- [joelio/stocky](https://github.com/joelio/stocky) 🐍 ☁️ 🏠 - یک سرور MCP برای جستجو و دانلود عکسهای استوک بدون حق امتیاز از Pexels و Unsplash. دارای جستجوی چند-ارائهدهنده، متادیتای غنی، پشتیبانی از صفحهبندی و عملکرد async برای دستیاران هوش مصنوعی برای یافتن و دسترسی به تصاویر با کیفیت بالا.
+- [just-every/mcp-read-website-fast](https://github.com/just-every/mcp-read-website-fast) 📇 🏠 - استخراج سریع و بهینه از نظر توکن محتوای وب برای عاملهای هوش مصنوعی - وبسایتها را به Markdown تمیز تبدیل میکند در حالی که لینکها را حفظ میکند. دارای Mozilla Readability، کشینگ هوشمند، خزش مودبانه با پشتیبانی از robots.txt و دریافت همزمان است.
+- [just-every/mcp-screenshot-website-fast](https://github.com/just-every/mcp-screenshot-website-fast) 📇 🏠 - ابزار گرفتن اسکرینشات سریع بهینهسازی شده برای Claude Vision API. به طور خودکار صفحات کامل را به تکههای 1072x1072 برای پردازش بهینه هوش مصنوعی با viewportهای قابل تنظیم و استراتژیهای انتظار برای محتوای پویا تقسیم میکند.
+- [kagisearch/kagimcp](https://github.com/kagisearch/kagimcp) ☁️ 📇 – سرور MCP رسمی Kagi Search
+- [kehvinbehvin/json-mcp-filter](https://github.com/kehvinbehvin/json-mcp-filter) ️🏠 📇 – از پر کردن زمینه LLM خود دست بردارید. فقط آنچه را که از فایلهای JSON خود نیاز دارید، کوئری و استخراج کنید.
+- [kshern/mcp-tavily](https://github.com/kshern/mcp-tavily.git) ☁️ 📇 – Tavily AI search API
+- [leehanchung/bing-search-mcp](https://github.com/leehanchung/bing-search-mcp) 📇 ☁️ - قابلیتهای جستجوی وب با استفاده از Microsoft Bing Search API
+- [lfnovo/content-core](https://github.com/lfnovo/content-core) 🐍 🏠 - استخراج محتوا از URLها، اسناد، ویدیوها و فایلهای صوتی با استفاده از انتخاب خودکار هوشمند موتور. از صفحات وب، PDFها، اسناد Word، رونوشتهای YouTube و موارد دیگر با پاسخهای JSON ساختاریافته پشتیبانی میکند.
+- [Linked-API/linkedapi-mcp](https://github.com/Linked-API/linkedapi-mcp) 🎖️ 📇 ☁️ - سرور MCP که به دستیاران هوش مصنوعی اجازه میدهد حسابهای LinkedIn را کنترل کنند و دادههای بیدرنگ را بازیابی کنند.
+- [luminati-io/brightdata-mcp](https://github.com/luminati-io/brightdata-mcp) 📇 ☁️ - کشف، استخراج و تعامل با وب - یک رابط که دسترسی خودکار را در سراسر اینترنت عمومی قدرت میبخشد.
+- [mikechao/brave-search-mcp](https://github.com/mikechao/brave-search-mcp) 📇 ☁️ - قابلیتهای جستجوی وب، تصویر، اخبار، ویدیو و نقاط مورد علاقه محلی با استفاده از Brave's Search API
+- [brave/brave-search-mcp-server](https://github.com/brave/brave-search-mcp-server) 📇 ☁️ - قابلیتهای جستجوی وب با استفاده از Brave's Search API
+- [modelcontextprotocol/server-fetch](https://github.com/modelcontextprotocol/servers/tree/main/src/fetch) 🐍 🏠 ☁️ - دریافت و پردازش کارآمد محتوای وب برای مصرف هوش مصنوعی
+- [mzxrai/mcp-webresearch](https://github.com/mzxrai/mcp-webresearch) 🔍 📚 - جستجوی Google و انجام تحقیقات عمیق وب در مورد هر موضوعی
+- [nickclyde/duckduckgo-mcp-server](https://github.com/nickclyde/duckduckgo-mcp-server) 🐍 ☁️ - جستجوی وب با استفاده از DuckDuckGo
+- [nkapila6/mcp-local-rag](https://github.com/nkapila6/mcp-local-rag) 🏠 🐍 - سرور model context protocol (MCP) جستجوی وب شبیه RAG "ابتدایی" که به صورت محلی اجرا میشود. نیازی به API نیست.
+- [nyxn-ai/NyxDocs](https://github.com/nyxn-ai/NyxDocs) 🐍 ☁️ 🏠 - سرور MCP تخصصی برای مدیریت مستندات پروژه ارزهای دیجیتال با پشتیبانی از چند بلاکچین (Ethereum، BSC، Polygon، Solana).
+- [OctagonAI/octagon-deep-research-mcp](https://github.com/OctagonAI/octagon-deep-research-mcp) 🎖️ 📇 ☁️ 🏠 - عامل تحقیق عمیق با سرعت بالا و دقت بالا
+- [parallel-web/search-mcp](https://github.com/parallel-web/search-mcp) ☁️ 🔎 - جستجوی وب با بالاترین دقت برای هوش مصنوعی
+- [parallel-web/task-mcp](https://github.com/parallel-web/task-mcp) ☁️ 🔎 - تحقیق عمیق و وظایف دستهای MCP با بالاترین دقت
+- [pragmar/mcp-server-webcrawl](https://github.com/pragmar/mcp-server-webcrawl) 🐍 🏠 - جستجو و بازیابی پیشرفته برای دادههای خزشگر وب. از خزشگرهای WARC، wget، Katana، SiteOne و InterroBot پشتیبانی میکند.
+- [QuentinCody/catalysishub-mcp-server](https://github.com/QuentinCody/catalysishub-mcp-server) 🐍 - سرور MCP غیر رسمی برای جستجو و بازیابی دادههای علمی از پایگاه داده Catalysis Hub، که دسترسی به تحقیقات کاتالیز محاسباتی و دادههای واکنش سطحی را فراهم میکند.
+- [r-huijts/opentk-mcp](https://github.com/r-huijts/opentk-mcp) 📇 ☁️ - دسترسی به اطلاعات پارلمان هلند (Tweede Kamer) شامل اسناد، مناظرات، فعالیتها و موارد قانونی از طریق قابلیتهای جستجوی ساختاریافته (بر اساس پروژه opentk توسط Bert Hubert)
+- [reading-plus-ai/mcp-server-deep-research](https://github.com/reading-plus-ai/mcp-server-deep-research) 📇 ☁️ - سرور MCP که تحقیق عمیق خودکار شبیه OpenAI/Perplexity، تشریح کوئری ساختاریافته و گزارشدهی مختصر را فراهم میکند.
+- [ricocf/mcp-wolframalpha](https://github.com/ricocf/mcp-wolframalpha) 🐍 🏠 ☁️ - یک سرور MCP که به دستیاران هوش مصنوعی اجازه میدهد از Wolfram Alpha API برای دسترسی بیدرنگ به دانش و دادههای محاسباتی استفاده کنند.
+- [sascharo/gxtract](https://github.com/sascharo/gxtract) 🐍 ☁️ 🪟 🐧 🍎 - GXtract یک سرور MCP است که برای یکپارچهسازی با VS Code و سایر ویرایشگرهای سازگار طراحی شده است (مستندات: [sascharo.github.io/gxtract](https://sascharo.github.io/gxtract)). این سرور مجموعهای از ابزارها را برای تعامل با پلتفرم GroundX فراهم میکند و به شما امکان میدهد از قابلیتهای قدرتمند درک اسناد آن مستقیماً در محیط توسعه خود استفاده کنید.
+- [scrapeless-ai/scrapeless-mcp-server](https://github.com/scrapeless-ai/scrapeless-mcp-server) 🐍 ☁️ - سرویس Scrapeless Model Context Protocol به عنوان یک اتصالدهنده سرور MCP به Google SERP API عمل میکند و جستجوی وب را در اکوسیستم MCP بدون خروج از آن امکانپذیر میکند.
+- [searchcraft-inc/searchcraft-mcp-server](https://github.com/searchcraft-inc/searchcraft-mcp-server) 🎖️ 📇 ☁️ - سرور MCP رسمی برای مدیریت کلاسترهای Searchcraft، ایجاد یک شاخص جستجو، تولید یک شاخص به صورت پویا با توجه به یک فایل داده و برای وارد کردن آسان دادهها به یک شاخص جستجو با توجه به یک فید یا فایل json محلی.
+- [SecretiveShell/MCP-searxng](https://github.com/SecretiveShell/MCP-searxng) 🐍 🏠 - یک سرور MCP برای اتصال به نمونههای searXNG
+- [serkan-ozal/driflyte-mcp-server](https://github.com/serkan-ozal/driflyte-mcp-server) 🎖️ 📇 ☁️ 🏠 - سرور Driflyte MCP ابزارهایی را در معرض دید قرار میدهد که به دستیاران هوش مصنوعی امکان کوئری و بازیابی دانش خاص موضوع را از صفحات وب خزیده و نمایهسازی شده به صورت بازگشتی میدهد.
+- [shopsavvy/shopsavvy-mcp-server](https://github.com/shopsavvy/shopsavvy-mcp-server) 🎖️ 📇 ☁️ - راه حل کامل دادههای محصول و قیمتگذاری برای دستیاران هوش مصنوعی. جستجوی محصولات بر اساس بارکد/ASIN/URL، دسترسی به متادیتای دقیق محصول، دسترسی به دادههای جامع قیمتگذاری از هزاران خردهفروش، مشاهده و ردیابی تاریخچه قیمت و موارد دیگر.
+- [takashiishida/arxiv-latex-mcp](https://github.com/takashiishida/arxiv-latex-mcp) 🐍 ☁️ - دریافت منبع LaTeX مقالات arXiv برای مدیریت محتوای ریاضی و معادلات
+- [the0807/GeekNews-MCP-Server](https://github.com/the0807/GeekNews-MCP-Server) 🐍 ☁️ - یک سرور MCP که دادههای خبری را از سایت GeekNews بازیابی و پردازش میکند.
+- [tianqitang1/enrichr-mcp-server](https://github.com/tianqitang1/enrichr-mcp-server) 📇 ☁️ - یک سرور MCP که تحلیل غنیسازی مجموعه ژن را با استفاده از Enrichr API فراهم میکند
+- [tinyfish-io/agentql-mcp](https://github.com/tinyfish-io/agentql-mcp) 🎖️ 📇 ☁️ - سرور MCP که قابلیتهای استخراج داده [AgentQL](https://agentql.com) را فراهم میکند.
+- [Tomatio13/mcp-server-tavily](https://github.com/Tomatio13/mcp-server-tavily) ☁️ 🐍 – Tavily AI search API
+- [vectorize-io/vectorize-mcp-server](https://github.com/vectorize-io/vectorize-mcp-server/) ☁️ 📇 - سرور MCP [Vectorize](https://vectorize.io) برای بازیابی پیشرفته، تحقیق عمیق خصوصی، استخراج فایل Anything-to-Markdown و chunk کردن متن.
+- [vitorpavinato/ncbi-mcp-server](https://github.com/vitorpavinato/ncbi-mcp-server) 🐍 ☁️ 🏠 - سرور جامع جستجوی ادبیات NCBI/PubMed با تحلیلهای پیشرفته، کشینگ، یکپارچهسازی با MeSH، کشف مقالات مرتبط و پردازش دستهای برای تمام علوم زیستی و تحقیقات زیستپزشکی.
+- [kimdonghwi94/Web-Analyzer-MCP](https://github.com/kimdonghwi94/web-analyzer-mcp) 🐍 🏠 🍎 🪟 🐧 - محتوای وب تمیز را برای RAG استخراج میکند و پرسش و پاسخ در مورد صفحات وب را فراهم میکند.
+- [webscraping-ai/webscraping-ai-mcp-server](https://github.com/webscraping-ai/webscraping-ai-mcp-server) 🎖️ 📇 ☁️ - با [WebScraping.ai](https://webscraping.ai) برای استخراج و خراشیدن دادههای وب تعامل داشته باشید.
+- [yamanoku/baseline-mcp-server](https://github.com/yamanoku/baseline-mcp-server) 📇 🏠 - سرور MCP که وضعیت Baseline را با استفاده از Web Platform API جستجو میکند
+- [zhsama/duckduckgo-mcp-server](https://github.com/zhsama/duckduckgo-mpc-server/) 📇 🏠 ☁️ - این یک سرور MCP مبتنی بر TypeScript است که عملکرد جستجوی DuckDuckGo را فراهم میکند.
+- [zoomeye-ai/mcp_zoomeye](https://github.com/zoomeye-ai/mcp_zoomeye) 📇 ☁️ - کوئری اطلاعات دارایی شبکه توسط سرور MCP ZoomEye
+- [Pearch-ai/mcp_pearch](https://github.com/Pearch-ai/mcp_pearch) 🎖️ 🐍 ☁️ - بهترین موتور جستجوی افراد که زمان صرف شده برای کشف استعداد را کاهش میدهد
+- [imprvhub/mcp-domain-availability](https://github.com/imprvhub/mcp-domain-availability) 🐍 ☁️ - یک سرور Model Context Protocol (MCP) که به Claude Desktop امکان بررسی در دسترس بودن دامنه را در بیش از ۵۰ TLD میدهد. دارای تأیید DNS/WHOIS، بررسی دستهای و پیشنهادات هوشمند است. نصب بدون-کلون از طریق uvx.
+- [imprvhub/mcp-claude-hackernews](https://github.com/imprvhub/mcp-claude-hackernews) 📇 🏠 ☁️ - یکپارچهسازی که به Claude Desktop امکان تعامل با Hacker News را با استفاده از Model Context Protocol (MCP) میدهد.
+- [imprvhub/mcp-rss-aggregator](https://github.com/imprvhub/mcp-rss-aggregator) 📇 ☁️ 🏠 - سرور Model Context Protocol برای جمعآوری فیدهای RSS در Claude Desktop.
+
+### 🔒 امنیت
+
+- [mariocandela/beelzebub](https://github.com/mariocandela/beelzebub) ☁️ - Beelzebub یک چارچوب honeypot است که به شما امکان میدهد ابزارهای honeypot را با استفاده از MCP بسازید. هدف آن شناسایی تزریق پرامپت یا رفتار عامل مخرب است. ایده اصلی این است که به عامل ابزارهایی بدهید که در کار عادی خود هرگز از آنها استفاده نمیکند.
+- [13bm/GhidraMCP](https://github.com/13bm/GhidraMCP) 🐍 ☕ 🏠 - سرور MCP برای یکپارچهسازی Ghidra با دستیاران هوش مصنوعی. این پلاگین تحلیل باینری را امکانپذیر میکند و ابزارهایی برای بازرسی تابع، دکامپایل، کاوش حافظه و تحلیل import/export از طریق Model Context Protocol فراهم میکند.
+- [AIM-Intelligence/AIM-Guard-MCP](https://github.com/AIM-Intelligence/AIM-MCP) 📇 🏠 🍎 🪟 🐧 - سرور MCP متمرکز بر امنیت که دستورالعملهای ایمنی و تحلیل محتوا را برای عاملهای هوش مصنوعی فراهم میکند.
+- [atomicchonk/roadrecon_mcp_server](https://github.com/atomicchonk/roadrecon_mcp_server) 🐍 🪟 🏠 سرور MCP برای تحلیل نتایج جمعآوری ROADrecon از شمارش tenant Azure
+- [BurtTheCoder/mcp-dnstwist](https://github.com/BurtTheCoder/mcp-dnstwist) 📇 🪟 ☁️ - سرور MCP برای dnstwist، یک ابزار قدرتمند DNS fuzzing که به شناسایی typosquatting، فیشینگ و جاسوسی شرکتی کمک میکند.
+- [BurtTheCoder/mcp-maigret](https://github.com/BurtTheCoder/mcp-maigret) 📇 🪟 ☁️ - سرور MCP برای maigret، یک ابزار قدرتمند OSINT که اطلاعات حساب کاربری را از منابع عمومی مختلف جمعآوری میکند. این سرور ابزارهایی برای جستجوی نامهای کاربری در شبکههای اجتماعی و تحلیل URLها فراهم میکند.
+- [BurtTheCoder/mcp-shodan](https://github.com/BurtTheCoder/mcp-shodan) 📇 🪟 ☁️ - سرور MCP برای کوئری Shodan API و Shodan CVEDB. این سرور ابزارهایی برای جستجوی IP، جستجوی دستگاه، جستجوی DNS، کوئری آسیبپذیری، جستجوی CPE و موارد دیگر فراهم میکند.
+- [BurtTheCoder/mcp-virustotal](https://github.com/BurtTheCoder/mcp-virustotal) 📇 🪟 ☁️ - سرور MCP برای کوئری VirusTotal API. این سرور ابزارهایی برای اسکن URLها، تحلیل هشهای فایل و بازیابی گزارشهای آدرس IP فراهم میکند.
+- [co-browser/attestable-mcp-server](https://github.com/co-browser/attestable-mcp-server) 🐍 🏠 ☁️ 🐧 - یک سرور MCP که در یک محیط اجرای مورد اعتماد (TEE) از طریق Gramine اجرا میشود و گواهی از راه دور را با استفاده از [RA-TLS](https://gramine.readthedocs.io/en/stable/attestation.html) به نمایش میگذارد. این به یک کلاینت MCP اجازه میدهد سرور را قبل از اتصال تأیید کند.
+- [dkvdm/onepassword-mcp-server](https://github.com/dkvdm/onepassword-mcp-server) - یک سرور MCP که بازیابی امن اعتبارنامهها را از 1Password برای استفاده توسط هوش مصنوعی عاملمحور امکانپذیر میکند.
+- [firstorderai/authenticator_mcp](https://github.com/firstorderai/authenticator_mcp) 📇 🏠 🍎 🪟 🐧 – یک سرور MCP (Model Context Protocol) امن که به عاملهای هوش مصنوعی امکان تعامل با برنامه Authenticator را میدهد.
+- [fosdickio/binary_ninja_mcp](https://github.com/fosdickio/binary_ninja_mcp) 🐍 🏠 🍎 🪟 🐧 - یک پلاگین Binary Ninja، سرور MCP و پل که [Binary Ninja](https://binary.ninja) را به طور یکپارچه با کلاینت MCP مورد علاقه شما یکپارچه میکند. این به شما امکان میدهد فرآیند انجام تحلیل باینری و مهندسی معکوس را خودکار کنید.
+- [fr0gger/MCP_Security](https://github.com/fr0gger/MCP_Security) 📇 ☁️ - سرور MCP برای کوئری ORKL API. این سرور ابزارهایی برای دریافت گزارشهای تهدید، تحلیل عوامل تهدید و بازیابی منابع اطلاعاتی فراهم میکند.
+- [Gaffx/volatility-mcp](https://github.com/Gaffx/volatility-mcp) - سرور MCP برای Volatility 3.x، که به شما امکان میدهد تحلیل پزشکی قانونی حافظه را با دستیار هوش مصنوعی انجام دهید. پزشکی قانونی حافظه را بدون موانع تجربه کنید زیرا پلاگینهایی مانند pslist و netscan از طریق APIهای REST تمیز و LLMها قابل دسترس میشوند.
+- [gbrigandi/mcp-server-cortex](https://github.com/gbrigandi/mcp-server-cortex) 🦀 🏠 🚨 🍎 🪟 🐧 - یک سرور MCP مبتنی بر Rust برای یکپارچهسازی Cortex، که تحلیل قابل مشاهده و پاسخهای امنیتی خودکار را از طریق هوش مصنوعی امکانپذیر میکند.
+- [gbrigandi/mcp-server-thehive](https://github.com/gbrigandi/mcp-server-thehive) 🦀 🏠 🚨 🍎 🪟 🐧 - یک سرور MCP مبتنی بر Rust برای یکپارچهسازی TheHive، که پاسخ به حوادث امنیتی و مدیریت پرونده را به صورت همکاری از طریق هوش مصنوعی تسهیل میکند.
+- [gbrigandi/mcp-server-wazuh](https://github.com/gbrigandi/mcp-server-wazuh) 🦀 🏠 🚨 🍎 🪟 🐧 - یک سرور MCP مبتنی بر Rust که Wazuh SIEM را به دستیاران هوش مصنوعی متصل میکند و هشدارهای امنیتی بیدرنگ و دادههای رویداد را برای درک متنی پیشرفته فراهم میکند.
+- [hieutran/entraid-mcp-server](https://github.com/hieuttmmo/entraid-mcp-server) 🐍 ☁️ - یک سرور MCP برای دایرکتوری Microsoft Entra ID (Azure AD)، کاربر، گروه، دستگاه، ورود به سیستم و عملیات امنیتی از طریق Microsoft Graph Python SDK.
+- [intruder-io/intruder-mcp](https://github.com/intruder-io/intruder-mcp) 🐍 ☁️ - سرور MCP برای دسترسی به [Intruder](https://www.intruder.io/)، که به شما در شناسایی، درک و رفع آسیبپذیریهای امنیتی در زیرساخت خود کمک میکند.
+- [jtang613/GhidrAssistMCP](https://github.com/jtang613/GhidrAssistMCP) ☕ 🏠 - یک سرور Model Context Protocol بومی برای Ghidra. شامل پیکربندی و لاگگیری GUI، ۳۱ ابزار قدرتمند و بدون وابستگی خارجی است.
+- [jyjune/mcp_vms](https://github.com/jyjune/mcp_vms) 🐍 🏠 🪟 - یک سرور Model Context Protocol (MCP) که برای اتصال به یک برنامه ضبط CCTV (VMS) برای بازیابی جریانهای ویدیویی ضبط شده و زنده طراحی شده است. همچنین ابزارهایی برای کنترل نرمافزار VMS فراهم میکند، مانند نمایش دیالوگهای زنده یا پخش برای کانالهای خاص در زمانهای مشخص.
+- [LaurieWired/GhidraMCP](https://github.com/LaurieWired/GhidraMCP) ☕ 🏠 - یک سرور Model Context Protocol برای Ghidra که به LLMها امکان مهندسی معکوس خودکار برنامهها را میدهد. ابزارهایی برای دکامپایل باینریها، تغییر نام متدها و دادهها و لیست کردن متدها، کلاسها، importها و exportها فراهم میکند.
+- [mobb-dev/mobb-vibe-shield-mcp](https://github.com/mobb-dev/bugsy?tab=readme-ov-file#model-context-protocol-mcp-server) 🎖️ 📇 ☁️ 🍎 🪟 🐧 - [Mobb Vibe Shield](https://vibe.mobb.ai/) آسیبپذیریها را در کد نوشته شده توسط انسان و هوش مصنوعی شناسایی و اصلاح میکند و اطمینان میدهد که برنامههای شما امن باقی میمانند بدون اینکه توسعه را کند کند.
+- [mrexodia/ida-pro-mcp](https://github.com/mrexodia/ida-pro-mcp) 🐍 🏠 - سرور MCP برای IDA Pro، که به شما امکان میدهد تحلیل باینری را با دستیاران هوش مصنوعی انجام دهید. این پلاگین دکامپایل، دیساسمبلی را پیادهسازی میکند و به شما امکان میدهد گزارشهای تحلیل بدافزار را به طور خودکار تولید کنید.
+- [nickpending/mcp-recon](https://github.com/nickpending/mcp-recon) 🏎️ 🏠 - رابط شناسایی مکالمهای و سرور MCP با قدرت httpx و asnmap. از سطوح مختلف شناسایی برای تحلیل دامنه، بازرسی هدر امنیتی، تحلیل گواهی و جستجوی ASN پشتیبانی میکند.
+- [panther-labs/mcp-panther](https://github.com/panther-labs/mcp-panther) 🎖️ 🐍 ☁️ 🍎 - سرور MCP که به متخصصان امنیتی امکان تعامل با پلتفرم SIEM Panther را با استفاده از زبان طبیعی برای نوشتن تشخیصها، کوئری لاگها و مدیریت هشدارها میدهد.
+- [pullkitsan/mobsf-mcp-server](https://github.com/pullkitsan/mobsf-mcp-server) 🦀 🏠 🍎 🪟 🐧 - یک سرور MCP برای MobSF که میتواند برای تحلیل استاتیک و دینامیک برنامههای Android و iOS استفاده شود.
+- [qianniuspace/mcp-security-audit](https://github.com/qianniuspace/mcp-security-audit) 📇 ☁️ یک سرور MCP (Model Context Protocol) قدرتمند که وابستگیهای بسته npm را برای آسیبپذیریهای امنیتی ممیزی میکند. ساخته شده با یکپارچهسازی رجیستری npm راه دور برای بررسیهای امنیتی بیدرنگ.
+- [rad-security/mcp-server](https://github.com/rad-security/mcp-server) 📇 ☁️ - سرور MCP برای RAD Security، که بینشهای امنیتی مبتنی بر هوش مصنوعی را برای محیطهای Kubernetes و ابری فراهم میکند. این سرور ابزارهایی برای کوئری Rad Security API و بازیابی یافتههای امنیتی، گزارشها، دادههای زمان اجرا و موارد دیگر فراهم میکند.
+- [roadwy/cve-search_mcp](https://github.com/roadwy/cve-search_mcp) 🐍 🏠 - یک سرور Model Context Protocol (MCP) برای کوئری CVE-Search API. این سرور دسترسی جامعی به CVE-Search، مرور فروشنده و محصول، دریافت CVE بر اساس CVE-ID، دریافت آخرین CVEهای بهروز شده را فراهم میکند.
+- [safedep/vet](https://github.com/safedep/vet/blob/main/docs/mcp.md) 🎖️ 🏎️ ☁️ 🍎 🪟 🐧 - vet-mcp بستههای منبع باز—مانند آنهایی که توسط ابزارهای کدنویسی هوش مصنوعی پیشنهاد میشوند—را برای آسیبپذیریها و کدهای مخرب بررسی میکند. از npm و PyPI پشتیبانی میکند و به صورت محلی از طریق Docker یا به عنوان یک باینری مستقل برای بررسی سریع و خودکار اجرا میشود.
+- [sanyambassi/ciphertrust-manager-mcp-server](https://github.com/sanyambassi/ciphertrust-manager-mcp-server) 🐍 ☁️ 🏠 🐧 🪟 - سرور MCP برای یکپارچهسازی با Thales CipherTrust Manager، که مدیریت کلید امن، عملیات رمزنگاری و نظارت بر انطباق را از طریق دستیاران هوش مصنوعی امکانپذیر میکند.
+- [sanyambassi/thales-cdsp-cakm-mcp-server](https://github.com/sanyambassi/thales-cdsp-cakm-mcp-server) 🐍 ☁️ 🏠 🐧 🪟 - سرور MCP برای یکپارچهسازی با Thales CDSP CAKM، که مدیریت کلید امن، عملیات رمزنگاری و نظارت بر انطباق را از طریق دستیاران هوش مصنوعی برای پایگاههای داده Ms SQL و Oracle امکانپذیر میکند.
+- [sanyambassi/thales-cdsp-crdp-mcp-server](https://github.com/sanyambassi/thales-cdsp-crdp-mcp-server) 📇 ☁️ 🏠 🐧 🪟 - سرور MCP برای سرویس حفاظت از داده RestFul Thales CipherTrust Manager.
+- [securityfortech/secops-mcp](https://github.com/securityfortech/secops-mcp) 🐍 🏠 - جعبه ابزار تست امنیتی همهکاره که ابزارهای منبع باز محبوب را از طریق یک رابط MCP واحد گرد هم میآورد. با اتصال به یک عامل هوش مصنوعی، وظایفی مانند تست نفوذ، شکار باگ، شکار تهدید و موارد دیگر را امکانپذیر میکند.
+- [semgrep/mcp](https://github.com/semgrep/mcp) 📇 ☁️ به عاملهای هوش مصنوعی اجازه دهید کد را برای آسیبپذیریهای امنیتی با استفاده از [Semgrep](https://semgrep.dev) اسکن کنند.
+- [slouchd/cyberchef-api-mcp-server](https://github.com/slouchd/cyberchef-api-mcp-server) 🐍 ☁️ - سرور MCP برای تعامل با CyberChef server API که به یک کلاینت MCP اجازه میدهد از عملیات CyberChef استفاده کند.
+- [StacklokLabs/osv-mcp](https://github.com/StacklokLabs/osv-mcp) 🏎️ ☁️ - به پایگاه داده OSV (Open Source Vulnerabilities) برای اطلاعات آسیبپذیری دسترسی پیدا کنید. آسیبپذیریها را بر اساس نسخه بسته یا commit کوئری کنید، چندین بسته را به صورت دستهای کوئری کنید و اطلاعات دقیق آسیبپذیری را بر اساس ID دریافت کنید.
+- [vespo92/OPNSenseMCP](https://github.com/vespo92/OPNSenseMCP) 📇 🏠 - سرور MCP برای مدیریت و تعامل با Open Source NGFW OPNSense از طریق زبان طبیعی
+- [adeptus-innovatio/solvitor-mcp](https://github.com/Adeptus-Innovatio/solvitor-mcp) 🦀 🏠 - سرور Solvitor MCP ابزارهایی برای دسترسی به ابزارهای مهندسی معکوس فراهم میکند که به توسعهدهندگان در استخراج فایلهای IDL از قراردادهای هوشمند Solana منبع بسته و دکامپایل آنها کمک میکند.
+- [zinja-coder/apktool-mcp-server](https://github.com/zinja-coder/apktool-mcp-server) 🐍 🏠 - APKTool MCP Server یک سرور MCP برای Apk Tool است تا اتوماسیون در مهندسی معکوس APKهای Android را فراهم کند.
+- [zinja-coder/jadx-ai-mcp](https://github.com/zinja-coder/jadx-ai-mcp) ☕ 🏠 - JADX-AI-MCP یک پلاگین و سرور MCP برای decompiler JADX است که مستقیماً با Model Context Protocol (MCP) یکپارچه میشود تا پشتیبانی از مهندسی معکوس زنده را با LLMهایی مانند Claude فراهم کند.
+- [HaroldFinchIFT/vuln-nist-mcp-server](https://github.com/HaroldFinchIFT/vuln-nist-mcp-server) 🐍 ☁️️ 🍎 🪟 🐧 - یک سرور Model Context Protocol (MCP) برای کوئری نقاط پایانی API پایگاه داده ملی آسیبپذیری NIST (NVD).
+
+### 🌐 رسانههای اجتماعی
+
+یکپارچهسازی با پلتفرمهای رسانههای اجتماعی برای امکان ارسال، تحلیل و مدیریت تعامل. اتوماسیون مبتنی بر هوش مصنوعی را برای حضور اجتماعی امکانپذیر میکند.
+
+- [anwerj/youtube-uploader-mcp](https://github.com/anwerj/youtube-uploader-mcp) 🏎️ ☁️ - آپلودکننده YouTube مبتنی بر هوش مصنوعی—بدون CLI، بدون YouTube Studio. آپلود ویدیوها مستقیماً از کلاینتهای MCP با تمام قابلیتهای هوش مصنوعی.
+- [gwbischof/bluesky-social-mcp](https://github.com/gwbischof/bluesky-social-mcp) 🐍 🏠 - یک سرور MCP برای تعامل با Bluesky از طریق کلاینت atproto.
+- [HagaiHen/facebook-mcp-server](https://github.com/HagaiHen/facebook-mcp-server) 🐍 ☁️ - با صفحات فیسبوک یکپارچه میشود تا مدیریت مستقیم پستها، نظرات و معیارهای تعامل را از طریق Graph API برای مدیریت ساده رسانههای اجتماعی امکانپذیر کند.
+- [karanb192/reddit-buddy-mcp](https://github.com/karanb192/reddit-buddy-mcp) 📇 🏠 - مرور پستهای Reddit، جستجوی محتوا و تحلیل فعالیت کاربران بدون کلید API. با Claude Desktop به صورت پیشفرض کار میکند.
+- [kunallunia/twitter-mcp](https://github.com/LuniaKunal/mcp-twitter) 🐍 🏠 - راه حل مدیریت همهکاره توییتر که دسترسی به تایملاین، بازیابی توییتهای کاربر، نظارت بر هشتگها، تحلیل مکالمات، پیام مستقیم، تحلیل احساسات یک پست و کنترل کامل چرخه حیات پست را - همه از طریق یک API ساده - فراهم میکند.
+- [macrocosm-os/macrocosmos-mcp](https://github.com/macrocosm-os/macrocosmos-mcp) - 🎖️ 🐍 ☁️ به دادههای بیدرنگ X/Reddit/YouTube مستقیماً در برنامههای LLM خود با عبارات جستجو، کاربران و فیلتر تاریخ دسترسی پیدا کنید.
+- [sinanefeozler/reddit-summarizer-mcp](https://github.com/sinanefeozler/reddit-summarizer-mcp) 🐍 🏠 ☁️ - سرور MCP برای خلاصهسازی صفحه اصلی Reddit کاربران یا هر subreddit بر اساس پستها و نظرات.
+
+### 🏃 ورزش
+
+ابزارهایی برای دسترسی به دادهها، نتایج و آمار مرتبط با ورزش.
+
+- [guillochon/mlb-api-mcp](https://github.com/guillochon/mlb-api-mcp) 🐍 🏠 - سرور MCP که به عنوان یک پروکسی برای MLB API رایگان عمل میکند، که اطلاعات بازیکن، آمار و اطلاعات بازی را فراهم میکند.
+- [mikechao/balldontlie-mcp](https://github.com/mikechao/balldontlie-mcp) 📇 - سرور MCP که balldontlie api را یکپارچه میکند تا اطلاعاتی در مورد بازیکنان، تیمها و بازیهای NBA، NFL و MLB فراهم کند
+- [r-huijts/firstcycling-mcp](https://github.com/r-huijts/firstcycling-mcp) 📇 ☁️ - به دادههای مسابقات دوچرخهسواری، نتایج و آمار از طریق زبان طبیعی دسترسی پیدا کنید. ویژگیها شامل بازیابی لیستهای شروع، نتایج مسابقه و اطلاعات دوچرخهسوار از firstcycling.com است.
+- [r-huijts/strava-mcp](https://github.com/r-huijts/strava-mcp) 📇 ☁️ - یک سرور Model Context Protocol (MCP) که به Strava API متصل میشود و ابزارهایی برای دسترسی به دادههای Strava از طریق LLMها فراهم میکند
+- [RobSpectre/mvf1](https://github.com/RobSpectre/mvf1) 🐍 ☁️ - سرور MCP که [MultiViewer](https://multiviewer.app) را کنترل میکند، برنامهای برای تماشای ورزشهای موتوری مانند فرمول ۱، مسابقات قهرمانی استقامت جهانی، IndyCar و دیگران.
+- [willvelida/mcp-afl-server](https://github.com/willvelida/mcp-afl-server) ☁️ - سرور MCP که با Squiggle API یکپارچه میشود تا اطلاعاتی در مورد تیمهای لیگ فوتبال استرالیا، جدول ردهبندی، نتایج، پیشبینیها و رتبهبندی قدرت را فراهم کند.
+- [cloudbet/sports-mcp-server](https://github.com/cloudbet/sports-mcp-server) 🏎️ ☁️ – به دادههای ورزشی ساختاریافته از طریق Cloudbet API دسترسی پیدا کنید. رویدادهای آتی، شانسهای زنده، محدودیتهای شرطبندی و اطلاعات بازار را در فوتبال، بسکتبال، تنیس، ورزشهای الکترونیکی و موارد دیگر کوئری کنید.
+
+
+### 🎧 پشتیبانی و مدیریت خدمات
+
+ابزارهایی برای مدیریت پشتیبانی مشتری، مدیریت خدمات IT و عملیات helpdesk.
+
+- [aikts/yandex-tracker-mcp](https://github.com/aikts/yandex-tracker-mcp) 🐍 ☁️ 🏠 - سرور MCP برای Yandex Tracker. ابزارهایی برای جستجو و بازیابی اطلاعات در مورد issueها، صفها، کاربران فراهم میکند.
+- [effytech/freshdesk-mcp](https://github.com/effytech/freshdesk_mcp) 🐍 ☁️ - سرور MCP که با Freshdesk یکپارچه میشود و به مدلهای هوش مصنوعی امکان تعامل با ماژولهای Freshdesk و انجام عملیات مختلف پشتیبانی را میدهد.
+- [incentivai/quickchat-ai-mcp](https://github.com/incentivai/quickchat-ai-mcp) 🐍 🏠 ☁️ - عامل مکالمهای Quickchat AI خود را به عنوان یک MCP راهاندازی کنید تا به برنامههای هوش مصنوعی دسترسی بیدرنگ به پایگاه دانش و قابلیتهای مکالمهای آن بدهید.
+- [nguyenvanduocit/jira-mcp](https://github.com/nguyenvanduocit/jira-mcp) 🏎️ ☁️ - یک اتصالدهنده MCP مبتنی بر Go برای Jira که به دستیاران هوش مصنوعی مانند Claude امکان تعامل با Atlassian Jira را میدهد. این ابزار یک رابط یکپارچه برای مدلهای هوش مصنوعی برای انجام عملیات رایج Jira شامل مدیریت issue، برنامهریزی sprint و انتقال گردش کار فراهم میکند.
+- [sooperset/mcp-atlassian](https://github.com/sooperset/mcp-atlassian) 🐍 ☁️ - سرور MCP برای محصولات Atlassian (Confluence و Jira). از Confluence Cloud، Jira Cloud و Jira Server/Data Center پشتیبانی میکند. ابزارهای جامعی برای جستجو، خواندن، ایجاد و مدیریت محتوا در فضاهای کاری Atlassian فراهم میکند.
+- [tom28881/mcp-jira-server](https://github.com/tom28881/mcp-jira-server) 📇 ☁️ 🏠 - سرور MCP TypeScript جامع برای Jira با بیش از ۲۰ ابزار که گردش کار کامل مدیریت پروژه را پوشش میدهد: CRUD issue، مدیریت sprint، نظرات/تاریخچه، پیوستها، عملیات دستهای.
+
+### 🌎 خدمات ترجمه
+
+ابزارها و خدمات ترجمه برای قادر ساختن دستیاران هوش مصنوعی به ترجمه محتوا بین زبانهای مختلف.
+
+- [mmntm/weblate-mcp](https://github.com/mmntm/weblate-mcp) 📇 ☁️ - سرور Model Context Protocol جامع برای مدیریت ترجمه Weblate، که به دستیاران هوش مصنوعی امکان انجام وظایف ترجمه، مدیریت پروژه و کشف محتوا را با تبدیلهای فرمت هوشمند میدهد.
+- [translated/lara-mcp](https://github.com/translated/lara-mcp) 🎖️ 📇 ☁️ - سرور MCP برای Lara Translate API، که قابلیتهای ترجمه قدرتمند را با پشتیبانی از تشخیص زبان و ترجمههای آگاه از زمینه امکانپذیر میکند.
+
+### 🎧 تبدیل متن به گفتار
+
+ابزارهایی برای تبدیل متن به گفتار و بالعکس
+
+- [daisys-ai/daisys-mcp](https://github.com/daisys-ai/daisys-mcp) 🐍 🏠 🍎 🪟 🐧 - تولید خروجیهای تبدیل متن به گفتار و متن به صدا با کیفیت بالا با استفاده از پلتفرم [DAISYS](https://www.daisys.ai/) و امکان پخش و ذخیره صدای تولید شده.
+- [mbailey/voice-mcp](https://github.com/mbailey/voice-mcp) 🐍 🏠 - سرور تعامل صوتی کامل که از تبدیل گفتار به متن، تبدیل متن به گفتار و مکالمات صوتی بیدرنگ از طریق میکروفون محلی، APIهای سازگار با OpenAI و یکپارچهسازی LiveKit پشتیبانی میکند
+- [mberg/kokoro-tts-mcp](https://github.com/mberg/kokoro-tts-mcp) 🐍 🏠 - سرور MCP که از مدلهای Kokoro TTS با وزن باز برای تبدیل متن به گفتار استفاده میکند. میتواند متن را به MP3 در یک درایو محلی تبدیل کند یا به طور خودکار به یک سطل S3 آپلود کند.
+- [transcribe-app/mcp-transcribe](https://github.com/transcribe-app/mcp-transcribe) 📇 🏠 - این سرویس رونویسیهای سریع و قابل اعتمادی را برای فایلهای صوتی/تصویری و یادداشتهای صوتی فراهم میکند. این به LLMها امکان تعامل با محتوای متنی فایلهای صوتی/تصویری را میدهد.
+
+### 🚆 سفر و حمل و نقل
+
+دسترسی به اطلاعات سفر و حمل و نقل. امکان کوئری برنامهها، مسیرها و دادههای سفر بیدرنگ را فراهم میکند.
+
+- [campertunity/mcp-server](https://github.com/campertunity/mcp-server) 🎖️ 📇 🏠 - جستجوی کمپینگها در سراسر جهان در campertunity، بررسی در دسترس بودن و ارائه لینکهای رزرو
+- [cobanov/teslamate-mcp](https://github.com/cobanov/teslamate-mcp) 🐍 🏠 - یک سرور Model Context Protocol (MCP) که دسترسی به پایگاه داده TeslaMate شما را فراهم میکند و به دستیاران هوش مصنوعی امکان کوئری دادهها و تحلیلهای خودروی Tesla را میدهد.
+- [KyrieTangSheng/mcp-server-nationalparks](https://github.com/KyrieTangSheng/mcp-server-nationalparks) 📇 ☁️ - یکپارچهسازی با National Park Service API که آخرین اطلاعات جزئیات پارک، هشدارها، مراکز بازدیدکنندگان، کمپینگها و رو[KyrieTangSheng/mcp-server-nationalparks](https://github.com/KyrieTangSheng/mcp-server-nationalparks) 📇 ☁️ - یکپارچهسازی با National Park Service API که آخرین اطلاعات جزئیات پارک، هشدارها، مراکز بازدیدکنندگان، کمپینگها و رویدادها را برای پارکهای ملی ایالات متحده فراهم میکند
+- [lucygoodchild/mcp-national-rail](https://github.com/lucygoodchild/mcp-national-rail) 📇 ☁️ - یک سرور MCP برای سرویس قطارهای ملی بریتانیا، که برنامههای زمانی قطار و اطلاعات سفر زنده را با یکپارچهسازی Realtime Trains API فراهم میکند
+- [openbnb-org/mcp-server-airbnb](https://github.com/openbnb-org/mcp-server-airbnb) 📇 ☁️ - ابزارهایی برای جستجوی Airbnb و دریافت جزئیات لیستینگ فراهم میکند.
+- [pab1it0/tripadvisor-mcp](https://github.com/pab1it0/tripadvisor-mcp) 📇 🐍 - یک سرور MCP که به LLMها امکان تعامل با Tripadvisor API را میدهد و از دادههای مکان، نظرات و عکسها از طریق رابطهای استاندارد MCP پشتیبانی میکند
+- [Pradumnasaraf/aviationstack-mcp](https://github.com/Pradumnasaraf/aviationstack-mcp) 🐍 ☁️ 🍎 🪟 🐧 - یک سرور MCP با استفاده از AviationStack API برای دریافت دادههای پرواز بیدرنگ شامل پروازهای خطوط هوایی، برنامههای فرودگاه، پروازهای آینده و انواع هواپیما.
+- [r-huijts/ns-mcp-server](https://github.com/r-huijts/ns-mcp-server) 📇 ☁️ - دسترسی به اطلاعات سفر، برنامههای زمانی و بهروزرسانیهای بیدرنگ راهآهن هلند (NS)
+- [skedgo/tripgo-mcp-server](https://github.com/skedgo/tripgo-mcp-server) 📇 ☁️ - ابزارهایی از TripGo API برای برنامهریزی سفر چندوجهی، مکانهای حملونقل و حرکتهای حملونقل عمومی، شامل اطلاعات بیدرنگ، فراهم میکند.
+- [helpful-AIs/triplyfy-mcp](https://github.com/helpful-AIs/triplyfy-mcp) 📇 ☁️ - یک سرور MCP که به LLMها امکان برنامهریزی و مدیریت برنامههای سفر را با نقشههای تعاملی در Triplyfy میدهد؛ مدیریت برنامههای سفر، مکانها و یادداشتها و جستجو/ذخیره پروازها.
+- [srinath1510/alltrails-mcp-server](https://github.com/srinath1510/alltrails-mcp-server) 🐍 ☁️ - یک سرور MCP که دسترسی به دادههای AllTrails را فراهم میکند و به شما امکان میدهد مسیرهای پیادهروی را جستجو کرده و اطلاعات دقیق مسیر را دریافت کنید
+
+### 🔄 کنترل نسخه
+
+تعامل با مخازن Git و پلتفرمهای کنترل نسخه. امکان مدیریت مخزن، تحلیل کد، مدیریت pull request، ردیابی issue و سایر عملیات کنترل نسخه را از طریق APIهای استاندارد فراهم میکند.
+
+- [adhikasp/mcp-git-ingest](https://github.com/adhikasp/mcp-git-ingest) 🐍 🏠 - خواندن و تحلیل مخازن GitHub با LLM شما
+- [ddukbg/github-enterprise-mcp](https://github.com/ddukbg/github-enterprise-mcp) 📇 ☁️ 🏠 - سرور MCP برای یکپارچهسازی با GitHub Enterprise API
+- [gitea/gitea-mcp](https://gitea.com/gitea/gitea-mcp) 🎖️ 🏎️ ☁️ 🏠 🍎 🪟 🐧 - تعامل با نمونههای Gitea با MCP.
+- [github/github-mcp-server](https://github.com/github/github-mcp-server) 📇 ☁️ - سرور رسمی GitHub برای یکپارچهسازی با مدیریت مخزن، PRها، issueها و موارد دیگر.
+- [kaiyuanxiaobing/atomgit-mcp-server](https://github.com/kaiyuanxiaobing/atomgit-mcp-server) 📇 ☁️ - سرور رسمی AtomGit برای یکپارچهسازی با مدیریت مخزن، PRها، issueها، شاخهها، برچسبها و موارد دیگر.
+- [kopfrechner/gitlab-mr-mcp](https://github.com/kopfrechner/gitlab-mr-mcp) 📇 ☁️ - تعامل یکپارچه با issueها و merge requestهای پروژههای GitLab شما.
+- [modelcontextprotocol/server-git](https://github.com/modelcontextprotocol/servers/tree/main/src/git) 🐍 🏠 - عملیات مستقیم مخزن Git شامل خواندن، جستجو و تحلیل مخازن محلی
+- [modelcontextprotocol/server-gitlab](https://github.com/modelcontextprotocol/servers/tree/main/src/gitlab) 📇 ☁️ 🏠 - یکپارچهسازی با پلتفرم GitLab برای مدیریت پروژه و عملیات CI/CD
+- [QuentinCody/github-graphql-mcp-server](https://github.com/QuentinCody/github-graphql-mcp-server) 🐍 ☁️ - سرور MCP غیر رسمی GitHub که دسترسی به GraphQL API GitHub را فراهم میکند و کوئریهای قدرتمندتر و انعطافپذیرتری برای دادههای مخزن، issueها، pull requestها و سایر منابع GitHub امکانپذیر میکند.
+- [Tiberriver256/mcp-server-azure-devops](https://github.com/Tiberriver256/mcp-server-azure-devops) 📇 ☁️ - یکپارچهسازی با Azure DevOps برای مدیریت مخزن، work itemها و pipelineها.
+- [theonedev/tod](https://github.com/theonedev/tod/blob/main/mcp.md) 🏎️ 🏠 - یک سرور MCP برای OneDev برای ویرایش pipeline CI/CD، اتوماسیون گردش کار issue و بازبینی pull request
+
+### 🏢 محیط کار و بهرهوری
+
+- [bivex/kanboard-mcp](https://github.com/bivex/kanboard-mcp) 🏎️ ☁️ 🏠 - یک سرور Model Context Protocol (MCP) نوشته شده در Go که به عاملهای هوش مصنوعی و مدلهای زبان بزرگ (LLMها) قدرت میدهد تا به طور یکپارچه با Kanboard تعامل داشته باشند. این سرور دستورات زبان طبیعی را به فراخوانیهای Kanboard API تبدیل میکند و اتوماسیون هوشمند مدیریت پروژه، وظیفه و کاربر را امکانپذیر میکند، گردشهای کاری را ساده میکند و بهرهوری را افزایش میدهد.
+- [devroopsaha744/TexMCP](https://github.com/devroopsaha744/TexMCP) 🐍 🏠 - یک سرور MCP که LaTeX را به اسناد PDF با کیفیت بالا تبدیل میکند. ابزارهایی برای رندر ورودی LaTeX خام و قالبهای قابل تنظیم فراهم میکند و مصنوعات قابل اشتراکگذاری و آماده برای تولید مانند گزارشها، رزومهها و مقالات تحقیقاتی را تولید میکند.
+- [giuseppe-coco/Google-Workspace-MCP-Server](https://github.com/giuseppe-coco/Google-Workspace-MCP-Server) 🐍 ☁️ 🍎 🪟 🐧 - سرور MCP که به طور یکپارچه با Google Calendar، Gmail، Drive و غیره شما تعامل دارد.
+- [MarkusPfundstein/mcp-gsuite](https://github.com/MarkusPfundstein/mcp-gsuite) 🐍 ☁️ - یکپارچهسازی با gmail و Google Calendar.
+- [takumi0706/google-calendar-mcp](https://github.com/takumi0706/google-calendar-mcp) 📇 ☁️ - یک سرور MCP برای ارتباط با Google Calendar API. مبتنی بر TypeScript.
+- [taylorwilsdon/google_workspace_mcp](https://github.com/taylorwilsdon/google_workspace_mcp) 🐍 ☁️ 🍎 🪟 🐧 - سرور MCP جامع Google Workspace با پشتیبانی کامل از Google Calendar، Drive، Gmail، و Docs، Forms، Chats، Slides و Sheets از طریق انتقالهای stdio، Streamable HTTP و SSE.
+- [teamwork/mcp](https://github.com/teamwork/mcp) 🎖️ 🏎️ ☁️ 🍎 🪟 🐧 - پلتفرم مدیریت پروژه و منابع که پروژههای مشتری شما را در مسیر نگه میدارد، مدیریت منابع را آسان میکند و سود شما را حفظ میکند.
+- [tubasasakunn/context-apps-mcp](https://github.com/tubasasakunn/context-apps-mcp) 📇 🏠 🍎 🪟 🐧 - مجموعه بهرهوری مبتنی بر هوش مصنوعی که برنامههای Todo، Idea، Journal و Timer را با Claude از طریق Model Context Protocol متصل میکند.
+- [vakharwalad23/google-mcp](https://github.com/vakharwalad23/google-mcp) 📇 ☁️ - مجموعهای از ابزارهای بومی Google (Gmail، Calendar، Drive، Tasks) برای MCP با مدیریت OAuth، تازهسازی خودکار توکن و قابلیتهای احراز هویت مجدد خودکار.
+
+### 🛠️ سایر ابزارها و یکپارچهسازیها
+
+- [2niuhe/plantuml_web](https://github.com/2niuhe/plantuml_web) 🐍 🏠 ☁️ 🍎 🪟 🐧 - یک frontend PlantUML مبتنی بر وب با یکپارچهسازی سرور MCP، که تولید تصویر plantuml و اعتبارسنجی سینتکس plantuml را امکانپذیر میکند.
+- [2niuhe/qrcode_mcp](https://github.com/2niuhe/qrcode_mcp) 🐍 🏠 🍎 🪟 🐧 - یک سرور MCP تولید کد QR که هر متنی (شامل کاراکترهای چینی) را به کدهای QR با رنگهای قابل تنظیم و خروجی رمزگذاری شده base64 تبدیل میکند.
+- [AbdelStark/bitcoin-mcp](https://github.com/AbdelStark/bitcoin-mcp) - ₿ یک سرور Model Context Protocol (MCP) که به مدلهای هوش مصنوعی امکان تعامل با Bitcoin را میدهد و به آنها امکان تولید کلید، اعتبارسنجی آدرسها، رمزگشایی تراکنشها، کوئری بلاکچین و موارد دیگر را میدهد.
+- [akseyh/bear-mcp-server](https://github.com/akseyh/bear-mcp-server) - به هوش مصنوعی اجازه میدهد از یادداشتهای Bear شما بخواند (فقط macOS)
+- [allenporter/mcp-server-home-assistant](https://github.com/allenporter/mcp-server-home-assistant) 🐍 🏠 - تمام intentهای صوتی Home Assistant را از طریق یک سرور Model Context Protocol در معرض دید قرار دهید و کنترل خانه را امکانپذیر کنید.
+- [altinoren/utopia](https://github.com/altinoren/Utopia) #️⃣ 🏠 - MCP که مجموعهای از دستگاههای خانه هوشمند و سبک زندگی را شبیهسازی میکند و به شما امکان میدهد قابلیتهای استدلال و کشف عامل را تست کنید.
+- [Amazon Bedrock Nova Canvas](https://github.com/zxkane/mcp-server-amazon-bedrock) 📇 ☁️ - از مدل Amazon Nova Canvas برای تولید تصویر استفاده کنید.
+- [amidabuddha/unichat-mcp-server](https://github.com/amidabuddha/unichat-mcp-server) 🐍/📇 ☁️ - ارسال درخواست به OpenAI، MistralAI، Anthropic، xAI، Google AI یا DeepSeek با استفاده از پروتکل MCP از طریق ابزار یا پرامپتهای از پیش تعریف شده. کلید API فروشنده مورد نیاز است
+- [anaisbetts/mcp-installer](https://github.com/anaisbetts/mcp-installer) 🐍 🏠 - یک سرور MCP که سرورهای MCP دیگر را برای شما نصب میکند.
+- [anaisbetts/mcp-youtube](https://github.com/anaisbetts/mcp-youtube) 📇 ☁️ - دریافت زیرنویسهای YouTube
+- [andybrandt/mcp-simple-openai-assistant](https://github.com/andybrandt/mcp-simple-openai-assistant) - 🐍 ☁️ MCP برای صحبت با دستیاران OpenAI (Claude میتواند از هر مدل GPT به عنوان دستیار خود استفاده کند)
+- [andybrandt/mcp-simple-timeserver](https://github.com/andybrandt/mcp-simple-timeserver) 🐍 🏠☁️ - یک سرور MCP که امکان بررسی زمان محلی در دستگاه کلاینت یا زمان UTC فعلی را از یک سرور NTP میدهد
+- [apify/actors-mcp-server](https://github.com/apify/actors-mcp-server) 📇 ☁️ - از بیش از ۳۰۰۰ ابزار ابری از پیش ساخته شده، معروف به Actors، برای استخراج داده از وبسایتها، تجارت الکترونیک، رسانههای اجتماعی، موتورهای جستجو، نقشهها و موارد دیگر استفاده کنید
+- [apinetwork/piapi-mcp-server](https://github.com/apinetwork/piapi-mcp-server) 📇 ☁️ سرور PiAPI MCP به کاربران امکان میدهد محتوای رسانهای را با Midjourney/Flux/Kling/Hunyuan/Udio/Trellis مستقیماً از Claude یا هر برنامه سازگار با MCP دیگر تولید کنند.
+- [awkoy/replicate-flux-mcp](https://github.com/awkoy/replicate-flux-mcp) 📇 ☁️ - قابلیت تولید تصاویر را از طریق Replicate's API فراهم میکند.
+- [awwaiid/mcp-server-taskwarrior](https://github.com/awwaiid/mcp-server-taskwarrior) 🏠 📇 - یک سرور MCP برای استفاده پایه از taskwarrior محلی (اضافه کردن، بهروزرسانی، حذف وظایف)
+- [Azure/azure-mcp](https://github.com/Azure/azure-mcp) - سرور MCP رسمی مایکروسافت برای خدمات Azure شامل Storage، Cosmos DB و Azure Monitor.
+- [Badhansen/notion-mcp](https://github.com/Badhansen/notion-mcp) 🐍 ☁️ - یک سرور Model Context Protocol (MCP) که با API Notion یکپارچه میشود تا لیستهای todo شخصی را به طور کارآمد مدیریت کند.
+- [ankitmalik84/notion-mcp-server](https://github.com/ankitmalik84/Agentic_Longterm_Memory/tree/main/src/notion_mcp_server) 🐍 ☁️ - یک سرور Model Context Protocol (MCP) جامع برای یکپارچهسازی با Notion با عملکرد پیشرفته، مدیریت خطای قوی، ویژگی آماده برای تولید.
+- [bart6114/my-bear-mcp-server](https://github.com/bart6114/my-bear-mcp-server/) 📇 🏠 🍎 - امکان خواندن یادداشتها و تگها را برای برنامه یادداشتبرداری Bear، از طریق یکپارچهسازی مستقیم با sqlitedb Bear فراهم میکند.
+- [billster45/mcp-chatgpt-responses](https://github.com/billster45/mcp-chatgpt-responses) 🐍 ☁️ - سرور MCP برای Claude برای صحبت با ChatGPT و استفاده از قابلیت جستجوی وب آن.
+- [blurrah/mcp-graphql](https://github.com/blurrah/mcp-graphql) 📇 ☁️ - به هوش مصنوعی امکان کوئری سرورهای GraphQL را میدهد
+- [boldsign/boldsign-mcp](https://github.com/boldsign/boldsign-mcp) 📇 ☁️ - جستجو، درخواست و مدیریت قراردادهای امضای الکترونیکی به راحتی با [BoldSign](https://boldsign.com/).
+- [brianxiadong/ones-wiki-mcp-server](https://github.com/brianxiadong/ones-wiki-mcp-server) ☕ ☁️/🏠 - یک سرویس مبتنی بر Spring AI MCP برای بازیابی محتوای ONES Waiki و تبدیل آن به فرمت متنی سازگار با هوش مصنوعی.
+- [calclavia/mcp-obsidian](https://github.com/calclavia/mcp-obsidian) 📇 🏠 - این یک اتصالدهنده است که به Claude Desktop (یا هر کلاینت MCP) اجازه میدهد هر دایرکتوری حاوی یادداشتهای Markdown (مانند یک vault Obsidian) را بخواند و جستجو کند.
+- [caol64/wenyan-mcp](https://github.com/caol64/wenyan-mcp) 📇 🏠 🍎 🪟 🐧 - سرور Wenyan MCP، که به هوش مصنوعی اجازه میدهد مقالات Markdown را به طور خودکار قالببندی کرده و آنها را در WeChat GZH منتشر کند.
+- [chrishayuk/mcp-cli](https://github.com/chrishayuk/mcp-cli) 🐍 🏠 - یک ابزار CLI دیگر برای تست سرورهای MCP
+- [danhilse/notion_mcp](https://github.com/danhilse/notion_mcp) 🐍 ☁️ - با API Notion برای مدیریت لیستهای todo شخصی یکپارچه میشود
+- [danielkennedy1/pdf-tools-mcp](https://github.com/danielkennedy1/pdf-tools-mcp) 🐍 - ابزارهای دانلود، مشاهده و دستکاری PDF.
+- [dotemacs/domain-lookup-mcp](https://github.com/dotemacs/domain-lookup-mcp) 🏎️ - سرویس جستجوی نام دامنه، ابتدا از طریق [RDAP](https://en.wikipedia.org/wiki/Registration_Data_Access_Protocol) و سپس به عنوان جایگزین از طریق [WHOIS](https://en.wikipedia.org/wiki/WHOIS)
+- [ekkyarmandi/ticktick-mcp](https://github.com/ekkyarmandi/ticktick-mcp) 🐍 ☁️ - سرور MCP [TickTick](https://ticktick.com/) که با API TickTick برای مدیریت پروژهها و وظایف todo شخصی یکپارچه میشود.
+- [emicklei/mcp-log-proxy](https://github.com/emicklei/mcp-log-proxy) 🏎️ 🏠 - پروکسی سرور MCP که یک UI وب را برای کل جریان پیام ارائه میدهد
+- [esignaturescom/mcp-server-esignatures](https://github.com/esignaturescom/mcp-server-esignatures) 🐍 ☁️️ - مدیریت قرارداد و قالب برای پیشنویس، بازبینی و ارسال قراردادهای الزامآور از طریق eSignatures API.
+- [evalstate/mcp-hfspace](https://github.com/evalstate/mcp-hfspace) 📇 ☁️ - از HuggingFace Spaces مستقیماً از Claude استفاده کنید. از تولید تصویر منبع باز، چت، وظایف بینایی و موارد دیگر استفاده کنید. از آپلود/دانلود تصویر، صدا و متن پشتیبانی میکند.
+- [evalstate/mcp-miro](https://github.com/evalstate/mcp-miro) 📇 ☁️ - دسترسی به وایتبردهای MIRO، ایجاد و خواندن آیتمها به صورت دستهای. نیاز به کلید OAUTH برای REST API دارد.
+- [feuerdev/keep-mcp](https://github.com/feuerdev/keep-mcp) 🐍 ☁️ - خواندن، ایجاد، بهروزرسانی و حذف یادداشتهای Google Keep.
+- [fotoetienne/gqai](https://github.com/fotoetienne/gqai) 🏎 🏠 - ابزارها را با استفاده از کوئریها/mutationهای GraphQL معمولی تعریف کنید و gqai به طور خودکار یک سرور MCP برای شما تولید میکند.
+- [future-audiences/wikimedia-enterprise-model-context-protocol](https://gitlab.wikimedia.org/repos/future-audiences/wikimedia-enterprise-model-context-protocol) 🐍 ☁️ - API جستجوی مقاله ویکیپدیا
+- [githejie/mcp-server-calculator](https://github.com/githejie/mcp-server-calculator) 🐍 🏠 - این سرور به LLMها امکان استفاده از ماشین حساب را برای محاسبات عددی دقیق میدهد
+- [gotoolkits/DifyWorkflow](https://github.com/gotoolkits/mcp-difyworkflow-server) - 🏎️ ☁️ ابزارهایی برای کوئری و اجرای گردشهای کاری Dify
+- [growilabs/growi-mcp-server](https://github.com/growilabs/growi-mcp-server) 🎖️ 📇 ☁️ - سرور MCP رسمی برای یکپارچهسازی با GROWI APIs.
+- [gwbischof/free-will-mcp](https://github.com/gwbischof/free-will-mcp) 🐍 🏠 - به هوش مصنوعی خود ابزارهای اراده آزاد بدهید. یک پروژه سرگرمکننده برای کاوش در این مورد که یک هوش مصنوعی با توانایی دادن پرامپت به خود، نادیده گرفتن درخواستهای کاربر و بیدار کردن خود در زمان بعدی چه کاری انجام میدهد.
+- [Harry-027/JotDown](https://github.com/Harry-027/JotDown) 🦀 🏠 - یک سرور MCP برای ایجاد/بهروزرسانی صفحات در برنامه Notion و تولید خودکار mdBooks از محتوای ساختاریافته.
+- [HenryHaoson/Yuque-MCP-Server](https://github.com/HenryHaoson/Yuque-MCP-Server) - 📇 ☁️ یک سرور Model-Context-Protocol (MCP) برای یکپارچهسازی با Yuque API، که به مدلهای هوش مصنوعی امکان مدیریت اسناد، تعامل با پایگاههای دانش، جستجوی محتوا و دسترسی به دادههای تحلیلی از پلتفرم Yuque را میدهد.
+- [hiromitsusasaki/raindrop-io-mcp-server](https://github.com/hiromitsusasaki/raindrop-io-mcp-server) 📇 ☁️ - یکپارچهسازی که به LLMها امکان تعامل با بوکمارکهای Raindrop.io را با استفاده از Model Context Protocol (MCP) میدهد.
+- [hmk/attio-mcp-server](https://github.com/hmk/attio-mcp-server) - 📇 ☁️ به کلاینتهای هوش مصنوعی امکان مدیریت رکوردها و یادداشتها را در Attio CRM میدهد
+- [MonadsAG/capsulecrm-mcp](https://github.com/MonadsAG/capsulecrm-mcp) - 📇 ☁️ به کلاینتهای هوش مصنوعی امکان مدیریت مخاطبین، فرصتها و وظایف را در Capsule CRM شامل فایل DTX آماده Claude Desktop میدهد
+- [integromat/make-mcp-server](https://github.com/integromat/make-mcp-server) 🎖️ 📇 🏠 - سناریوهای [Make](https://www.make.com/) خود را به ابزارهای قابل فراخوانی برای دستیاران هوش مصنوعی تبدیل کنید.
+- [isaacwasserman/mcp-vegalite-server](https://github.com/isaacwasserman/mcp-vegalite-server) 🐍 🏠 - تولید تجسمها از دادههای دریافت شده با استفاده از فرمت و رندر کننده VegaLite.
+- [ivnvxd/mcp-server-odoo](https://github.com/ivnvxd/mcp-server-odoo) 🐍 ☁️/🏠 - اتصال دستیاران هوش مصنوعی به سیستمهای ERP Odoo برای دسترسی به دادههای تجاری، مدیریت رکورد و اتوماسیون گردش کار.
+- [ivo-toby/contentful-mcp](https://github.com/ivo-toby/contentful-mcp) 📇 🏠 - بهروزرسانی، ایجاد، حذف محتوا، مدلهای محتوا و داراییها در فضای Contentful شما
+- [j3k0/speech.sh](https://github.com/j3k0/speech.sh/blob/main/MCP_README.md) 🏠 - به عامل اجازه دهید چیزها را با صدای بلند بگوید، وقتی کارش تمام شد با یک خلاصه سریع به شما اطلاع دهد
+- [jagan-shanmugam/climatiq-mcp-server](https://github.com/jagan-shanmugam/climatiq-mcp-server) 🐍 🏠 - یک سرور Model Context Protocol (MCP) برای دسترسی به Climatiq API برای محاسبه انتشار کربن. این به دستیاران هوش مصنوعی امکان انجام محاسبات کربن بیدرنگ و ارائه بینشهای تأثیر آب و هوایی را میدهد.
+- [jen6/ticktick-mcp](https://github.com/jen6/ticktick-mcp) 🐍 ☁️ - سرور MCP [TickTick](https://ticktick.com/). ساخته شده بر روی کتابخانه ticktick-py، قابلیتهای فیلتر کردن به طور قابل توجهی بهبود یافتهای را ارائه میدهد.
+- [jimfilippou/things-mcp](https://github.com/jimfilippou/things-mcp) 📇 🏠 🍎 - یک سرور Model Context Protocol (MCP) که یکپارچهسازی یکپارچه با برنامه بهرهوری [Things](https://culturedcode.com/things/) را فراهم میکند. این سرور به دستیاران هوش مصنوعی امکان ایجاد، بهروزرسانی و مدیریت todoها و پروژههای شما را در Things با استفاده از URL scheme جامع آن میدهد.
+- [johannesbrandenburger/typst-mcp](https://github.com/johannesbrandenburger/typst-mcp) 🐍 🏠 - سرور MCP برای Typst، یک سیستم حروفچینی مبتنی بر markup. ابزارهایی برای تبدیل بین LaTeX و Typst، اعتبارسنجی سینتکس Typst و تولید تصاویر از کد Typst فراهم میکند.
+- [joshuarileydev/mac-apps-launcher-mcp-server](https://github.com/JoshuaRileyDev/mac-apps-launcher) 📇 🏠 - یک سرور MCP برای لیست کردن و راهاندازی برنامهها در MacOS
+- [k-jarzyna/mcp-miro](https://github.com/k-jarzyna/mcp-miro) 📇 ☁️ - سرور MCP Miro، که تمام قابلیتهای موجود در Miro SDK رسمی را در معرض دید قرار میدهد
+- [kelvin6365/plane-mcp-server](https://github.com/kelvin6365/plane-mcp-server) - 🏎️ 🏠 این سرور MCP به شما کمک میکند تا پروژهها و issueها را از طریق API [Plane](https://plane.so) مدیریت کنید
+- [kenliao94/mcp-server-rabbitmq](https://github.com/kenliao94/mcp-server-rabbitmq) 🐍 🏠 - فعال کردن تعامل (عملیات ادمین، enqueue/dequeue پیام) با RabbitMQ
+- [kimtth/mcp-remote-call-ping-pong](https://github.com/kimtth/mcp-remote-call-ping-pong) 🐍 🏠 - یک برنامه آزمایشی و آموزشی برای سرور Ping-pong که فراخوانیهای MCP (Model Context Protocol) راه دور را نشان میدهد
+- [kiwamizamurai/mcp-kibela-server](https://github.com/kiwamizamurai/mcp-kibela-server) - 📇 ☁️ تعامل قدرتمند با Kibela API.
+- [kj455/mcp-kibela](https://github.com/kj455/mcp-kibela) - 📇 ☁️ به مدلهای هوش مصنوعی امکان تعامل با [Kibela](https://kibe.la/) را میدهد
+- [Klavis-AI/YouTube](https://github.com/Klavis-AI/klavis/tree/main/mcp_servers/youtube) 🐍 📇 - استخراج و تبدیل اطلاعات ویدیوی YouTube.
+- [KS-GEN-AI/confluence-mcp-server](https://github.com/KS-GEN-AI/confluence-mcp-server) 📇 ☁️ 🍎 🪟 - دریافت دادههای Confluence از طریق CQL و خواندن صفحات.
+- [KS-GEN-AI/jira-mcp-server](https://github.com/KS-GEN-AI/jira-mcp-server) 📇 ☁️ 🍎 🪟 - خواندن دادههای jira از طریق JQL و api و اجرای درخواستها برای ایجاد و ویرایش تیکتها.
+- [kw510/strava-mcp](https://github.com/kw510/strava-mcp) 📇 ☁️ - یک سرور MCP برای Strava، برنامهای برای ردیابی تمرینات بدنی
+- [louiscklaw/hko-mcp](https://github.com/louiscklaw/hko-mcp) 📇 🏠 - سرور MCP با نمایش اولیه دریافت آب و هوا از رصدخانه هنگ کنگ
+- [magarcia/mcp-server-giphy](https://github.com/magarcia/mcp-server-giphy) 📇 ☁️ - جستجو و بازیابی GIFها از کتابخانه وسیع Giphy از طریق Giphy API.
+- [marcelmarais/Spotify](https://github.com/marcelmarais/spotify-mcp-server) - 📇 🏠 کنترل پخش Spotify و مدیریت لیستهای پخش.
+- [MarkusPfundstein/mcp-obsidian](https://github.com/MarkusPfundstein/mcp-obsidian) 🐍 ☁️ 🏠 - تعامل با Obsidian از طریق REST API
+- [mediar-ai/screenpipe](https://github.com/mediar-ai/screenpipe) - 🎖️ 🦀 🏠 🍎 سیستم محلی-اول که صفحه/صدا را با نمایهسازی دارای برچسب زمانی، ذخیرهسازی SQL/embedding، جستجوی معنایی، تحلیل تاریخچه مبتنی بر LLM و اقدامات راهاندازی شده توسط رویداد ضبط میکند - ساخت عاملهای هوش مصنوعی آگاه از زمینه را از طریق یک اکوسیستم پلاگین NextJS امکانپذیر میکند.
+- [modelcontextprotocol/server-everything](https://github.com/modelcontextprotocol/servers/tree/main/src/everything) 📇 🏠 - سرور MCP که تمام ویژگیهای پروتکل MCP را تمرین میکند
+- [mrjoshuak/godoc-mcp](https://github.com/mrjoshuak/godoc-mcp) 🏎️ 🏠 - سرور مستندات Go بهینه از نظر توکن که به دستیاران هوش مصنوعی دسترسی هوشمند به مستندات بسته و انواع را بدون خواندن کل فایلهای منبع میدهد
+- [Mtehabsim/ScreenPilot](https://github.com/Mtehabsim/ScreenPilot) 🐍 🏠 - به هوش مصنوعی امکان کنترل و دسترسی کامل به تعاملات GUI را با ارائه ابزارهایی برای ماوس و کیبورد میدهد، ایدهآل برای اتوماسیون عمومی، آموزش و آزمایش.
+- [mzxrai/mcp-openai](https://github.com/mzxrai/mcp-openai) 📇 ☁️ - چت با هوشمندترین مدلهای OpenAI
+- [NakaokaRei/swift-mcp-gui](https://github.com/NakaokaRei/swift-mcp-gui.git) 🏠 🍎 - سرور MCP که میتواند دستوراتی مانند ورودی کیبورد و حرکت ماوس را اجرا کند
+- [nguyenvanduocit/all-in-one-model-context-protocol](https://github.com/nguyenvanduocit/all-in-one-model-context-protocol) 🏎️ 🏠 - برخی ابزارهای مفید برای توسعهدهنده، تقریباً هر چیزی که یک مهندس نیاز دارد: confluence، Jira، Youtube، اجرای اسکریپت، پایگاه دانش RAG، دریافت URL، مدیریت کانال یوتیوب، ایمیلها، تقویم، gitlab
+- [NON906/omniparser-autogui-mcp](https://github.com/NON906/omniparser-autogui-mcp) - 🐍 عملیات خودکار GUI روی صفحه.
+- [offorte/offorte-mcp-server](https://github.com/offorte/offorte-mcp-server) 🎖️ 📇 ☁️ 🍎 🪟 🐧 - سرور MCP نرمافزار پیشنهاد Offorte ایجاد و ارسال پیشنهادهای تجاری را امکانپذیر میکند.
+- [olalonde/mcp-human](https://github.com/olalonde/mcp-human) 📇 ☁️ - زمانی که LLM شما به کمک انسانی نیاز دارد (از طریق AWS Mechanical Turk)
+- [orellazi/coda-mcp](https://github.com/orellazri/coda-mcp) 📇 ☁️ - سرور MCP برای [Coda](https://coda.io/)
+- [osinmv/funciton-lookup-mcp](https://github.com/osinmv/function-lookup-mcp) 🐍 🏠 🍎 🐧 - سرور MCP برای جستجوی امضای توابع.
+- [pierrebrunelle/mcp-server-openai](https://github.com/pierrebrunelle/mcp-server-openai) 🐍 ☁️ - کوئری مدلهای OpenAI مستقیماً از Claude با استفاده از پروتکل MCP
+- [pskill9/hn-server](https://github.com/pskill9/hn-server) - 📇 ☁️ محتوای HTML را از news.ycombinator.com (Hacker News) تجزیه میکند و دادههای ساختاریافته را برای انواع مختلف داستانها (برتر، جدید، بپرس، نشان بده، مشاغل) فراهم میکند.
+- [PV-Bhat/vibe-check-mcp-server](https://github.com/PV-Bhat/vibe-check-mcp-server) 📇 ☁️ - یک سرور MCP که با فراخوانی یک عامل "Vibe-check" برای اطمینان از همسویی با کاربر، از خطاهای آبشاری و گسترش دامنه جلوگیری میکند.
+- [pwh-pwh/cal-mcp](https://github.com/pwh-pwh/cal-mcp) - یک سرور MCP برای محاسبه عبارات ریاضی
+- [pyroprompts/any-chat-completions-mcp](https://github.com/pyroprompts/any-chat-completions-mcp) - با هر API Chat Completions سازگار با OpenAI SDK، مانند Perplexity، Groq، xAI و موارد دیگر چت کنید
+- [quarkiverse/mcp-server-jfx](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jfx) ☕ 🏠 - روی بوم JavaFX نقاشی کنید.
+- [QuentinCody/shopify-storefront-mcp-server](https://github.com/QuentinCody/shopify-storefront-mcp-server) 🐍 ☁️ - سرور MCP غیر رسمی که به عاملهای هوش مصنوعی امکان کشف ویترینهای Shopify و تعامل با آنها را برای دریافت محصولات، مجموعهها و سایر دادههای فروشگاه از طریق Storefront API میدهد.
+- [r-huijts/ethics-check-mcp](https://github.com/r-huijts/ethics-check-mcp) 🐍 🏠 - سرور MCP برای تحلیل اخلاقی جامع مکالمات هوش مصنوعی، شناسایی سوگیری، محتوای مضر و ارائه ارزیابیهای تفکر انتقادی با یادگیری الگوی خودکار
+- [rae-api-com/rae-mcp](https://github.com/rae-api-com/rae-mcp) - 🏎️ ☁️ 🍎 🪟 🐧 سرور MPC برای اتصال مدل مورد علاقه شما به https://rae-api.com، فرهنگ لغت آکادمی سلطنتی اسپانیا
+- [Rai220/think-mcp](https://github.com/Rai220/think-mcp) 🐍 🏠 - قابلیتهای استدلال هر عاملی را با یکپارچهسازی think-tools، همانطور که در [مقاله Anthropic](https://www.anthropic.com/engineering/claude-think-tool) توضیح داده شده است، افزایش میدهد.
+- [reeeeemo/ancestry-mcp](https://github.com/reeeeemo/ancestry-mcp) 🐍 🏠 - به هوش مصنوعی اجازه میدهد فایلهای .ged و دادههای ژنتیکی را بخواند
+- [rember/rember-mcp](https://github.com/rember/rember-mcp) 📇 🏠 - فلشکارتهای تکرار با فاصله در [Rember](https://rember.com) ایجاد کنید تا هر چیزی را که در چتهای خود یاد میگیرید به خاطر بسپارید.
+- [roychri/mcp-server-asana](https://github.com/roychri/mcp-server-asana) - 📇 ☁️ این پیادهسازی سرور Model Context Protocol از Asana به شما امکان میدهد با Asana API از کلاینت MCP مانند برنامه دسکتاپ Claude Anthropic و بسیاری دیگر صحبت کنید.
+- [rusiaaman/wcgw](https://github.com/rusiaaman/wcgw/blob/main/src/wcgw/client/mcp_server/Readme.md) 🐍 🏠 - اجرای shell خودکار، کنترل کامپیوتر و عامل کدنویسی. (Mac)
+- [inkbytefo/screenmonitormcp](https://github.com/inkbytefo/screenmonitormcp) 🐍 🏠 🍎 🪟 🐧 - سرور MCP تحلیل بیدرنگ صفحه، ضبط آگاه از زمینه و نظارت بر UI. از بینایی هوش مصنوعی، هوکهای رویداد و گردشهای کاری عامل چندوجهی پشتیبانی میکند.
+- [SecretiveShell/MCP-wolfram-alpha](https://github.com/SecretiveShell/MCP-wolfram-alpha) 🐍 ☁️ - یک سرور MCP برای کوئری wolfram alpha API.
+- [Seym0n/tiktok-mcp](https://github.com/Seym0n/tiktok-mcp) 📇 ☁️ - تعامل با ویدیوهای TikTok
+- [Shopify/dev-mcp](https://github.com/Shopify/dev-mcp) 📇 ☁️ - سرور Model Context Protocol (MCP) که با Shopify Dev تعامل دارد.
+- [sirmews/apple-notes-mcp](https://github.com/sirmews/apple-notes-mcp) 🐍 🏠 - به هوش مصنوعی اجازه میدهد از پایگاه داده محلی Apple Notes شما بخواند (فقط macOS)
+- [sooperset/mcp-atlassian](https://github.com/sooperset/mcp-atlassian) 🐍 ☁️ - سرور MCP برای محصولات Atlassian (Confluence و Jira). از Confluence Cloud، Jira Cloud و Jira Server/Data Center پشتیبانی میکند. ابزارهای جامعی برای جستجو، خواندن، ایجاد و مدیریت محتوا در فضاهای کاری Atlassian فراهم میکند.
+- [suekou/mcp-notion-server](https://github.com/suekou/mcp-notion-server) 📇 🏠 - تعامل با Notion API
+- [tacticlaunch/mcp-linear](https://github.com/tacticlaunch/mcp-linear) 📇 ☁️ 🍎 🪟 🐧 - با سیستم مدیریت پروژه Linear یکپارچه میشود
+- [tanigami/mcp-server-perplexity](https://github.com/tanigami/mcp-server-perplexity) 🐍 ☁️ - تعامل با Perplexity API.
+- [tevonsb/homeassistant-mcp](https://github.com/tevonsb/homeassistant-mcp) 📇 🏠 - دسترسی به دادههای Home Assistant و کنترل دستگاهها (چراغها، سوئیچها، ترموستاتها و غیره).
+- [TheoBrigitte/mcp-time](https://github.com/TheoBrigitte/mcp-time) 🏎️ 🏠 🍎 🪟 🐧 - سرور MCP که ابزارهایی برای کار با زمان و تاریخها، با زبان طبیعی، فرمتهای متعدد و قابلیتهای تبدیل منطقه زمانی فراهم میکند.
+- [Tommertom/plugwise-mcp](https://github.com/Tommertom/plugwise-mcp) 📇 🏠 🍎 🪟 🐧 - سرور اتوماسیون خانه هوشمند مبتنی بر TypeScript برای دستگاههای Plugwise با کشف خودکار شبکه. دارای کنترل جامع دستگاه برای ترموستاتها، سوئیچها، پریزهای هوشمند، نظارت بر انرژی، مدیریت چند-هاب و ردیابی بیدرنگ آب و هوا/مصرف برق از طریق یکپارچهسازی شبکه محلی است.
+- [tomekkorbak/oura-mcp-server](https://github.com/tomekkorbak/oura-mcp-server) 🐍 ☁️ - یک سرور MCP برای Oura، برنامهای برای ردیابی خواب
+- [tqiqbal/mcp-confluence-server](https://github.com/tqiqbal/mcp-confluence-server) 🐍 - یک سرور Model Context Protocol (MCP) برای تعامل با Confluence Data Center از طریق REST API.
+- [ttommyth/interactive-mcp](https://github.com/ttommyth/interactive-mcp) 📇 🏠 🍎 🪟 🐧 - گردشهای کاری LLM تعاملی را با اضافه کردن پرامپتهای کاربر محلی و قابلیتهای چت مستقیماً به حلقه MCP امکانپذیر میکند.
+- [tumf/web3-mcp](https://github.com/tumf/web3-mcp) 🐍 ☁️ - یک پیادهسازی سرور MCP که Ankr Advanced API را پوشش میدهد. دسترسی به دادههای NFT، توکن و بلاکچین در چندین زنجیره شامل Ethereum، BSC، Polygon، Avalanche و موارد دیگر.
+- [ujisati/anki-mcp](https://github.com/ujisati/anki-mcp) 🐍 🏠 - مجموعه Anki خود را با AnkiConnect و MCP مدیریت کنید
+- [UnitVectorY-Labs/mcp-graphql-forge](https://github.com/UnitVectorY-Labs/mcp-graphql-forge) 🏎️ ☁️ 🍎 🪟 🐧 - یک سرور MCP سبک و مبتنی بر پیکربندی که کوئریهای GraphQL منتخب را به عنوان ابزارهای ماژولار در معرض دید قرار میدهد و تعاملات API عمدی را از عاملهای شما امکانپذیر میکند.
+- [wanaku-ai/wanaku](https://github.com/wanaku-ai/wanaku) - ☁️ 🏠 Wanaku MCP Router یک سرور MCP مبتنی بر SSE است که یک موتور مسیریابی قابل توسعه را فراهم میکند که به شما امکان میدهد سیستمهای سازمانی خود را با عاملهای هوش مصنوعی یکپارچه کنید.
+- [wong2/mcp-cli](https://github.com/wong2/mcp-cli) 📇 🏠 - ابزار CLI برای تست سرورهای MCP
+- [ws-mcp](https://github.com/nick1udwig/ws-mcp) - سرورهای MCP را با یک WebSocket بپوشانید (برای استفاده با [kitbitz](https://github.com/nick1udwig/kibitz))
+- [yuna0x0/hackmd-mcp](https://github.com/yuna0x0/hackmd-mcp) 📇 ☁️ - به مدلهای هوش مصنوعی امکان تعامل با [HackMD](https://hackmd.io) را میدهد
+- [ZeparHyfar/mcp-datetime](https://github.com/ZeparHyfar/mcp-datetime) - سرور MCP که توابع تاریخ و زمان را در فرمتهای مختلف فراهم میکند
+- [zueai/mcp-manager](https://github.com/zueai/mcp-manager) 📇 ☁️ - UI وب ساده برای نصب و مدیریت سرورهای MCP برای برنامه دسکتاپ Claude.
+- [imprvhub/mcp-claude-spotify](https://github.com/imprvhub/mcp-claude-spotify) 📇 ☁️ 🏠 - یکپارچهسازی که به Claude Desktop امکان تعامل با Spotify را با استفاده از Model Context Protocol (MCP) میدهد.
+- [nanana-app/mcp-server-nano-banana](https://github.com/nanana-app/mcp-server-nano-banana) 🐍 🏠 🍎 🪟 🐧 - تولید تصویر هوش مصنوعی با استفاده از مدل nano banana گوگل Gemini.
+
+## چارچوبها
+
+> [!NOTE]
+> چارچوبها، ابزارها و سایر ابزارهای توسعهدهنده بیشتر در https://github.com/punkpeye/awesome-mcp-devtools در دسترس هستند
+
+- [FastMCP](https://github.com/jlowin/fastmcp) 🐍 - یک چارچوب سطح بالا برای ساخت سرورهای MCP در Python
+- [FastMCP](https://github.com/punkpeye/fastmcp) 📇 - یک چارچوب سطح بالا برای ساخت سرورهای MCP در TypeScript
+
+## نکات و ترفندها
+
+### پرامپت رسمی برای اطلاعرسانی به LLMها در مورد نحوه استفاده از MCP
+
+میخواهید از Claude در مورد Model Context Protocol بپرسید؟
+
+یک پروژه ایجاد کنید، سپس این فایل را به آن اضافه کنید:
+
+https://modelcontextprotocol.io/llms-full.txt
+
+اکنون Claude میتواند به سؤالات مربوط به نوشتن سرورهای MCP و نحوه کار آنها پاسخ دهد
+
+- https://www.reddit.com/r/ClaudeAI/comments/1h3g01r/want_to_ask_claude_about_model_context_protocol/
+
+## تاریخچه ستارهها
+
+
+
+
+
+
+
+
From 659c3ce62d7138f6ecd3cacb34dfa1673a736fda Mon Sep 17 00:00:00 2001
From: Nir Gazit
Date: Mon, 17 Nov 2025 13:28:47 +0200
Subject: [PATCH 308/504] Add OpenTelemetry MCP Server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 7047f88b..56e5a647 100644
--- a/README.md
+++ b/README.md
@@ -765,6 +765,7 @@ Provides direct access to local file systems with configurable permissions. Enab
- [tatumio/blockchain-mcp](https://github.com/tatumio/blockchain-mcp) ☁️ - MCP server for Blockchain Data. It provides access to Tatum's blockchain API across 130+ networks with tools including RPC Gateway and Blockchain Data insights.
- [ThomasMarches/substrate-mcp-rs](https://github.com/ThomasMarches/substrate-mcp-rs) 🦀 🏠 - An MCP server implementation to interact with Substrate-based blockchains. Built with Rust and interfacing the [subxt](https://github.com/paritytech/subxt) crate.
- [tooyipjee/yahoofinance-mcp](https://github.com/tooyipjee/yahoofinance-mcp.git) 📇 ☁️ - TS version of yahoo finance mcp.
+- [traceloop/opentelemetry-mcp-server](https://github.com/traceloop/opentelemetry-mcp-server.git) - 🐍🏠 - An MCP server for connecting to any OpenTelemetry backend (Datadog, Grafana, Dynatrace, Traceloop, etc.).
- [Trade-Agent/trade-agent-mcp](https://github.com/Trade-Agent/trade-agent-mcp.git) 🎖️ ☁️ - Trade stocks and crypto on common brokerages (Robinhood, E*Trade, Coinbase, Kraken) via Trade Agent's MCP server.
- [twelvedata/mcp](https://github.com/twelvedata/mcp) 🐍 ☁️ - Interact with [Twelve Data](https://twelvedata.com) APIs to access real-time and historical financial market data for your AI agents.
- [wowinter13/solscan-mcp](https://github.com/wowinter13/solscan-mcp) 🦀 🏠 - An MCP tool for querying Solana transactions using natural language with Solscan API.
From d2403fed8d7d87e0e8d409679f3ffd29544ddfee Mon Sep 17 00:00:00 2001
From: Rod Dutra
Date: Tue, 18 Nov 2025 16:58:10 +1000
Subject: [PATCH 309/504] Add Agent MCP Gateway to Aggregators
---
README-pt_BR.md | 1 +
README.md | 1 +
2 files changed, 2 insertions(+)
diff --git a/README-pt_BR.md b/README-pt_BR.md
index f3304f28..ec19d025 100644
--- a/README-pt_BR.md
+++ b/README-pt_BR.md
@@ -111,6 +111,7 @@ Servidores para acessar muitos aplicativos e ferramentas por meio de um único s
- [1mcp/agent](https://github.com/1mcp-app/agent) 📇 ☁️ 🏠 🍎 🪟 🐧 - Uma implementação de servidor MCP unificado que agrega vários servidores MCP em um único servidor.
- [julien040/anyquery](https://github.com/julien040/anyquery) 🏎️ 🏠 ☁️ - Consulte mais de 40 aplicativos com um único binário usando SQL. Também pode se conectar ao seu banco de dados compatível com PostgreSQL, MySQL ou SQLite. Local primeiro e privado por design.
- [PipedreamHQ/pipedream](https://github.com/PipedreamHQ/pipedream/tree/master/modelcontextprotocol) ☁️ 🏠 - Conecte-se a 2.500 APIs com mais de 8.000 ferramentas pré-construídas e gerencie servidores para seus usuários, em seu próprio aplicativo.
+- [roddutra/agent-mcp-gateway](https://github.com/roddutra/agent-mcp-gateway) 🐍 🏠 🍎 🪟 🐧 - Um gateway que fica entre o Claude Code ou qualquer cliente MCP e seus servidores MCP, fornecendo controles de acesso por agente e subagente e descoberta de ferramentas sob demanda. Reduz desperdício de janela de contexto para todos os agentes.
- [OpenMCP](https://github.com/wegotdocs/open-mcp) 📇 🏠 🍎 🪟 🐧 - Transforme uma API web em um servidor MCP em 10 segundos e adicione-o ao registro de código aberto: https://open-mcp.org
- [VeriTeknik/pluggedin-mcp-proxy](https://github.com/VeriTeknik/pluggedin-mcp-proxy) 📇 🏠 - Um servidor proxy abrangente que combina vários servidores MCP em uma única interface com extensos recursos de visibilidade. Fornece descoberta e gerenciamento de ferramentas, prompts, recursos e modelos em todos os servidores, além de um playground para depuração ao construir servidores MCP.
- [MetaMCP](https://github.com/metatool-ai/metatool-app) 📇 ☁️ 🏠 🍎 🪟 🐧 - MetaMCP é o servidor middleware MCP unificado que gerencia suas conexões MCP com GUI.
diff --git a/README.md b/README.md
index 7047f88b..ed80cad7 100644
--- a/README.md
+++ b/README.md
@@ -124,6 +124,7 @@ Servers for accessing many apps and tools through a single MCP server.
- [metatool-ai/metatool-app](https://github.com/metatool-ai/metatool-app) 📇 ☁️ 🏠 🍎 🪟 🐧 - MetaMCP is the one unified middleware MCP server that manages your MCP connections with GUI.
- [mindsdb/mindsdb](https://github.com/mindsdb/mindsdb) - Connect and unify data across various platforms and databases with [MindsDB as a single MCP server](https://docs.mindsdb.com/mcp/overview).
- [PipedreamHQ/pipedream](https://github.com/PipedreamHQ/pipedream/tree/master/modelcontextprotocol) ☁️ 🏠 - Connect with 2,500 APIs with 8,000+ prebuilt tools, and manage servers for your users, in your own app.
+- [roddutra/agent-mcp-gateway](https://github.com/roddutra/agent-mcp-gateway) 🐍 🏠 🍎 🪟 🐧 - A gateway that sits between Claude Code or any MCP client and your MCP servers, providing per-agent and subagent MCP access controls and on-demand tool discovery. Reduces context window wastage for all agents.
- [sitbon/magg](https://github.com/sitbon/magg) 🍎 🪟 🐧 ☁️ 🏠 🐍 - Magg: A meta-MCP server that acts as a universal hub, allowing LLMs to autonomously discover, install, and orchestrate multiple MCP servers - essentially giving AI assistants the power to extend their own capabilities on-demand.
- [SureScaleAI/openai-gpt-image-mcp](https://github.com/SureScaleAI/openai-gpt-image-mcp) 📇 ☁️ - OpenAI GPT image generation/editing MCP server.
- [sxhxliang/mcp-access-point](https://github.com/sxhxliang/mcp-access-point) 📇 ☁️ 🏠 🍎 🪟 🐧 - Turn a web service into an MCP server in one click without making any code changes.
From c1275e6985f8b007b03bcc2ca0f303d177803fee Mon Sep 17 00:00:00 2001
From: jhomen368
Date: Tue, 18 Nov 2025 01:01:36 -0800
Subject: [PATCH 310/504] Add overseerr-mcp server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 7047f88b..5162e883 100644
--- a/README.md
+++ b/README.md
@@ -953,6 +953,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [nkapila6/mcp-local-rag](https://github.com/nkapila6/mcp-local-rag) 🏠 🐍 - "primitive" RAG-like web search model context protocol (MCP) server that runs locally. No APIs needed.
- [nyxn-ai/NyxDocs](https://github.com/nyxn-ai/NyxDocs) 🐍 ☁️ 🏠 - Specialized MCP server for cryptocurrency project documentation management with multi-blockchain support (Ethereum, BSC, Polygon, Solana).
- [OctagonAI/octagon-deep-research-mcp](https://github.com/OctagonAI/octagon-deep-research-mcp) 🎖️ 📇 ☁️ 🏠 - Lightning-Fast, High-Accuracy Deep Research Agent
+- [jhomen368/overseerr-mcp](https://github.com/jhomen368/overseerr-mcp) 📇 ☁️ 🏠 - Integrate AI assistants with Overseerr for automated media discovery, requests, and management in Plex ecosystems. Features batch operations, smart caching, and comprehensive tools for searching, requesting, and managing movies and TV shows with built-in validation and safety controls.
- [parallel-web/search-mcp](https://github.com/parallel-web/search-mcp) ☁️ 🔎 - Highest Accuracy Web Search for AI
- [parallel-web/task-mcp](https://github.com/parallel-web/task-mcp) ☁️ 🔎 - Highest Accuracy Deep Research and Batch Tasks MCP
- [pragmar/mcp-server-webcrawl](https://github.com/pragmar/mcp-server-webcrawl) 🐍 🏠 - Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana, SiteOne, and InterroBot crawlers.
From 0b763380c11b1214931c2d8a5157a85d549bc57b Mon Sep 17 00:00:00 2001
From: Avinash Sangle
Date: Sat, 22 Nov 2025 22:54:26 +0530
Subject: [PATCH 311/504] Add Method CRM MCP Server
Production-ready MCP server for Method CRM API integration with comprehensive tools for CRM operations including tables, files, users, events, and API key management.
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 7047f88b..62453ec1 100644
--- a/README.md
+++ b/README.md
@@ -468,6 +468,7 @@ Data Platforms for data integration, transformation and pipeline orchestration.
- [mattijsdp/dbt-docs-mcp](https://github.com/mattijsdp/dbt-docs-mcp) 🐍 🏠 - MCP server for dbt-core (OSS) users as the official dbt MCP only supports dbt Cloud. Supports project metadata, model and column-level lineage and dbt documentation.
- [yashshingvi/databricks-genie-MCP](https://github.com/yashshingvi/databricks-genie-MCP) 🐍 ☁️ - A server that connects to the Databricks Genie API, allowing LLMs to ask natural language questions, run SQL queries, and interact with Databricks conversational agents.
- [alkemiai/alkemi-mcp](https://github.com/alkemi-ai/alkemi-mcp) 📇 ☁️ - MCP Server for natural language querying of Snowflake, Google BigQuery, and DataBricks Data Products through Alkemi.ai.
+- [avisangle/method-crm-mcp](https://github.com/avisangle/method-crm-mcp) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Production-ready MCP server for Method CRM API integration with 20 comprehensive tools for tables, files, users, events, and API key management. Features rate limiting, retry logic, and dual transport support (stdio/HTTP).
- [paracetamol951/caisse-enregistreuse-mcp-server](https://github.com/paracetamol951/caisse-enregistreuse-mcp-server) 🏠 🐧 🍎 ☁️ - Allows you to automate or monitor business operations, sales recorder, POS software, CRM.
From 5df154ddfe3248de6e2244e281ef450f53c44110 Mon Sep 17 00:00:00 2001
From: Saurabh Chase
Date: Mon, 24 Nov 2025 14:46:35 -0800
Subject: [PATCH 312/504] Add new page capture server
---
README.md | 3 ++-
1 file changed, 2 insertions(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 62453ec1..b721a92d 100644
--- a/README.md
+++ b/README.md
@@ -915,8 +915,9 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [apify/mcp-server-rag-web-browser](https://github.com/apify/mcp-server-rag-web-browser) 📇 ☁️ - An MCP server for Apify's open-source RAG Web Browser Actor to perform web searches, scrape URLs, and return content in Markdown.
- [Bigsy/Clojars-MCP-Server](https://github.com/Bigsy/Clojars-MCP-Server) 📇 ☁️ - Clojars MCP Server for upto date dependency information of Clojure libraries
- [blazickjp/arxiv-mcp-server](https://github.com/blazickjp/arxiv-mcp-server) ☁️ 🐍 - Search ArXiv research papers
-- [chanmeng/google-news-mcp-server](https://github.com/ChanMeng666/server-google-news) 📇 ☁️ - Google News integration with automatic topic categorization, multi-language support, and comprehensive search capabilities including headlines, stories, and related topics through [SerpAPI](https://serpapi.com/).
- [cameronrye/gopher-mcp](https://github.com/cameronrye/gopher-mcp) 🐍 🏠 - Modern, cross-platform MCP server enabling AI assistants to browse and interact with both Gopher protocol and Gemini protocol resources safely and efficiently. Features dual protocol support, TLS security, and structured content extraction.
+- [chanmeng/google-news-mcp-server](https://github.com/ChanMeng666/server-google-news) 📇 ☁️ - Google News integration with automatic topic categorization, multi-language support, and comprehensive search capabilities including headlines, stories, and related topics through [SerpAPI](https://serpapi.com/).
+- [chasesaurabh/mcp-page-capture](https://github.com/chasesaurabh/mcp-page-capture) 📇 🏠 - MCP server that captures webpage screenshots, with viewport or full-page options and base64 PNG output.
- [ConechoAI/openai-websearch-mcp](https://github.com/ConechoAI/openai-websearch-mcp/) 🐍 🏠 ☁️ - This is a Python-based MCP server that provides OpenAI `web_search` build-in tool.
- [DappierAI/dappier-mcp](https://github.com/DappierAI/dappier-mcp) 🐍 ☁️ - Enable fast, free real-time web search and access premium data from trusted media brands—news, financial markets, sports, entertainment, weather, and more. Build powerful AI agents with Dappier.
- [deadletterq/mcp-opennutrition](https://github.com/deadletterq/mcp-opennutrition) 📇 🏠 - Local MCP server for searching 300,000+ foods, nutrition facts, and barcodes from the OpenNutrition database.
From aa0ef0973b63a331d0c2211aefcc24286d68ce25 Mon Sep 17 00:00:00 2001
From: danielshih
Date: Tue, 25 Nov 2025 22:40:31 +0800
Subject: [PATCH 313/504] Add pgtuner_mcp MCP server, this project already in
glama.ai https://glama.ai/mcp/servers/@isdaniel/pgtuner-mcp GitHub repo:
https://github.com/isdaniel/pgtuner_mcp
---
README-ja.md | 1 +
README-ko.md | 1 +
README-pt_BR.md | 1 +
README-th.md | 1 +
README-zh.md | 1 +
README-zh_TW.md | 1 +
README.md | 3 ++-
7 files changed, 8 insertions(+), 1 deletion(-)
diff --git a/README-ja.md b/README-ja.md
index b6337cc3..a74522f9 100644
--- a/README-ja.md
+++ b/README-ja.md
@@ -276,6 +276,7 @@ aliyun/alibabacloud-tablestore-mcp-server ☕ 🐍 ☁️ - 阿里云表格存
- [KashiwaByte/vikingdb-mcp-server](https://github.com/KashiwaByte/vikingdb-mcp-server) 🐍 ☁️ - コレクションとインデックスの紹介、ベクトルストアと検索機能を備えたVikingDB統合。
- [runekaagaard/mcp-alchemy](https://github.com/runekaagaard/mcp-alchemy) 🐍 🏠 - PostgreSQL、MySQL、MariaDB、SQLite、Oracle、MS SQL Serverなど多数のデータベースをサポートするSQLAlchemyベースの汎用データベース統合。スキーマと関係の検査、大規模データセット分析機能を備えています。
- [subnetmarco/pgmcp](https://github.com/subnetmarco/pgmcp) 🏎️ 🏠 - 自動ストリーミング、読み取り専用安全性、汎用データベース互換性を備えた自然言語PostgreSQLクエリ。
+- [pgtuner_mcp](https://github.com/isdaniel/pgtuner_mcp) 🐍🗄️ - AI を活用した PostgreSQL パフォーマンス チューニング機能を提供します。
- [GreptimeTeam/greptimedb-mcp-server](https://github.com/GreptimeTeam/greptimedb-mcp-server) 🐍 🏠 - GreptimeDBのMCPサービスにクエリを実行する。
- [xing5/mcp-google-sheets](https://github.com/xing5/mcp-google-sheets) 🐍 ☁️ - Google Sheetsと対話するためのモデルコンテキストプロトコルサーバー。このサーバーはGoogle Sheets APIを通じてスプレッドシートの作成、読み取り、更新、管理のためのツールを提供します。
- [freema/mcp-gsheets](https://github.com/freema/mcp-gsheets) 📇 ☁️ - 包括的な読み取り、書き込み、フォーマット、シート管理機能を備えたGoogle Sheets API統合のMCPサーバー。
diff --git a/README-ko.md b/README-ko.md
index 8572937b..4243141a 100644
--- a/README-ko.md
+++ b/README-ko.md
@@ -253,6 +253,7 @@
- [sirmews/mcp-pinecone](https://github.com/sirmews/mcp-pinecone) 🐍 ☁️ - 벡터 검색 기능을 갖춘 Pinecone 통합
- [runekaagaard/mcp-alchemy](https://github.com/runekaagaard/mcp-alchemy) 🐍 🏠 - PostgreSQL, MySQL, MariaDB, SQLite, Oracle, MS SQL Server 등 다양한 데이터베이스를 지원하는 범용 SQLAlchemy 기반 데이터베이스 통합. 스키마 및 관계 검사, 대규모 데이터셋 분석 기능 제공.
- [subnetmarco/pgmcp](https://github.com/subnetmarco/pgmcp) 🏎️ 🏠 - 자동 스트리밍, 읽기 전용 안전성 및 범용 데이터베이스 호환성을 갖춘 자연어 PostgreSQL 쿼리.
+- [pgtuner_mcp](https://github.com/isdaniel/pgtuner_mcp) 🐍🗄️ - AI 기반 PostgreSQL 성능 튜닝 기능을 제공합니다.
- [mcp-server-jdbc](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc) ☕ 🏠 - 모든 JDBC 호환 데이터베이스에 연결하여 쿼리, 삽입, 업데이트, 삭제 등을 수행합니다.
- [pab1it0/adx-mcp-server](https://github.com/pab1it0/adx-mcp-server) 🐍 ☁️ - Azure Data Explorer 데이터베이스 쿼리 및 분석
- [pab1it0/prometheus-mcp-server](https://github.com/pab1it0/prometheus-mcp-server) 🐍 ☁️ - Prometheus 오픈 소스 모니터링 시스템 쿼리 및 분석.
diff --git a/README-pt_BR.md b/README-pt_BR.md
index f3304f28..bc942e3b 100644
--- a/README-pt_BR.md
+++ b/README-pt_BR.md
@@ -263,6 +263,7 @@ Acesso seguro a banco de dados com recursos de inspeção de esquema. Permite co
- [confluentinc/mcp-confluent](https://github.com/confluentinc/mcp-confluent) 🐍 ☁️ - Integração Confluent para interagir com as APIs REST do Confluent Kafka e Confluent Cloud.
- [prisma/mcp](https://github.com/prisma/mcp) 📇 ☁️ 🏠 - Permite que LLMs gerenciem bancos de dados Prisma Postgres (ex.: criar novos bancos de dados e executar migrações ou consultas).
- [subnetmarco/pgmcp](https://github.com/subnetmarco/pgmcp) 🏎️ 🏠 - Consultas PostgreSQL em linguagem natural com streaming automático, segurança somente leitura e compatibilidade universal com bancos de dados.
+- [pgtuner_mcp](https://github.com/isdaniel/pgtuner_mcp) 🐍🗄️ - fornece recursos de ajuste de desempenho do PostgreSQL com IA.
- [ydb/ydb-mcp](https://github.com/ydb-platform/ydb-mcp) 🎖️ 🐍 ☁️ – servidor MCP para interagir com bancos de dados [YDB](https://ydb.tech)
### 📊 Plataformas de Dados
diff --git a/README-th.md b/README-th.md
index f7e8c48f..2d298813 100644
--- a/README-th.md
+++ b/README-th.md
@@ -246,6 +246,7 @@
- [rashidazarang/airtable-mcp](https://github.com/rashidazarang/airtable-mcp) 🐍 ☁️ - เชื่อมต่อเครื่องมือ AI โดยตรงกับ Airtable สืบค้น สร้าง อัปเดต และลบบันทึกโดยใช้ภาษาธรรมชาติ คุณสมบัติรวมถึงการจัดการฐาน การดำเนินการตาราง การจัดการสคีมา การกรองบันทึก และการย้ายข้อมูลผ่านอินเทอร์เฟซ MCP มาตรฐาน
- [runekaagaard/mcp-alchemy](https://github.com/runekaagaard/mcp-alchemy) 🐍 🏠 - การผสานรวมฐานข้อมูลสากลบน SQLAlchemy ที่รองรับ PostgreSQL, MySQL, MariaDB, SQLite, Oracle, MS SQL Server และฐานข้อมูลอื่นๆ อีกมากมาย คุณสมบัติการตรวจสอบสคีมาและความสัมพันธ์ และความสามารถในการวิเคราะห์ชุดข้อมูลขนาดใหญ่
- [subnetmarco/pgmcp](https://github.com/subnetmarco/pgmcp) 🏎️ 🏠 - การสืบค้น PostgreSQL ด้วยภาษาธรรมชาติที่มีการสตรีมอัตโนมัติ ความปลอดภัยแบบอ่านอย่างเดียว และความเข้ากันได้กับฐานข้อมูลสากล
+- [pgtuner_mcp](https://github.com/isdaniel/pgtuner_mcp) 🐍🗄️ - มอบความสามารถในการปรับแต่งประสิทธิภาพ PostgreSQL ด้วย AI
- [sirmews/mcp-pinecone](https://github.com/sirmews/mcp-pinecone) 🐍 ☁️ - การผสานรวม Pinecone พร้อมความสามารถในการค้นหาเวกเตอร์
- [TheRaLabs/legion-mcp](https://github.com/TheRaLabs/legion-mcp) 🐍 🏠 เซิร์ฟเวอร์ MCP ฐานข้อมูลสากลที่รองรับฐานข้อมูลหลายประเภท รวมถึง PostgreSQL, Redshift, CockroachDB, MySQL, RDS MySQL, Microsoft SQL Server, BigQuery, Oracle DB และ SQLite
- [tinybirdco/mcp-tinybird](https://github.com/tinybirdco/mcp-tinybird) 🐍 ☁️ - การผสานรวม Tinybird พร้อมความสามารถในการสืบค้นและ API
diff --git a/README-zh.md b/README-zh.md
index bc27e2b9..582316dd 100644
--- a/README-zh.md
+++ b/README-zh.md
@@ -264,6 +264,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
- [sirmews/mcp-pinecone](https://github.com/sirmews/mcp-pinecone) 🐍 ☁️ - Pinecone 与矢量搜索功能的集成
- [runekaagaard/mcp-alchemy](https://github.com/runekaagaard/mcp-alchemy) 🐍 🏠 - 基于SQLAlchemy的通用数据库集成，支持PostgreSQL、MySQL、MariaDB、SQLite、Oracle、MS SQL Server等众多数据库。具有架构和关系检查以及大型数据集分析功能。
- [subnetmarco/pgmcp](https://github.com/subnetmarco/pgmcp) 🏎️ 🏠 - 具有自动流传输、只读安全性和通用数据库兼容性的自然语言PostgreSQL查询。
+- [pgtuner_mcp](https://github.com/isdaniel/pgtuner_mcp) 🐍🗄️ - 提供 AI 驱动的 PostgreSQL 性能调优能力。
- [Zhwt/go-mcp-mysql](https://github.com/Zhwt/go-mcp-mysql) 🏎️ 🏠 – 基于 Go 的开箱即用的 MySQL MCP 服务器，支持只读模式和自动 Schema 检查。
- [mcp-server-jdbc](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc) ☕ 🏠 - 连接到任何兼容JDBC的数据库，执行查询、插入、更新、删除等操作。
- [pab1it0/adx-mcp-server](https://github.com/pab1it0/adx-mcp-server) 🐍 ☁️ - 查询和分析Azure Data Explorer数据库
diff --git a/README-zh_TW.md b/README-zh_TW.md
index b340e275..1d6cdc54 100644
--- a/README-zh_TW.md
+++ b/README-zh_TW.md
@@ -223,6 +223,7 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和
- [sirmews/mcp-pinecone](https://github.com/sirmews/mcp-pinecone) 🐍 ☁️ - Pinecone 與向量搜尋功能的集成
- [runekaagaard/mcp-alchemy](https://github.com/runekaagaard/mcp-alchemy) 🐍 🏠 - 基於SQLAlchemy的通用資料庫集成，支援PostgreSQL、MySQL、MariaDB、SQLite、Oracle、MS SQL Server等眾多資料庫。具有架構和關係檢查以及大型數據集分析功能。
- [subnetmarco/pgmcp](https://github.com/subnetmarco/pgmcp) 🏎️ 🏠 - 具有自動串流、唯讀安全性和通用資料庫相容性的自然語言PostgreSQL查詢。
+- [pgtuner_mcp](https://github.com/isdaniel/pgtuner_mcp) 🐍🗄️ - 提供 AI 驅動的 PostgreSQL 性能調校功能。
- [GreptimeTeam/greptimedb-mcp-server](https://github.com/GreptimeTeam/greptimedb-mcp-server) 🐍 🏠 - 查詢 GreptimeDB 的 MCP 服務。
- [xing5/mcp-google-sheets](https://github.com/xing5/mcp-google-sheets) 🐍 ☁️ - 一個用於與 Google Sheets 交互的模型上下文協議伺服器。該伺服器通過 Google Sheets API 提供創建、讀取、更新和管理電子表格的工具。
- [freema/mcp-gsheets](https://github.com/freema/mcp-gsheets) 📇 ☁️ - 具有全面讀取、寫入、格式化和工作表管理功能的 Google Sheets API 整合 MCP 伺服器。
diff --git a/README.md b/README.md
index 62453ec1..38b3430e 100644
--- a/README.md
+++ b/README.md
@@ -440,6 +440,7 @@ Secure database access with schema inspection capabilities. Enables querying and
- [skysqlinc/skysql-mcp](https://github.com/skysqlinc/skysql-mcp) 🎖️ ☁️ - Serverless MariaDB Cloud DB MCP server. Tools to launch, delete, execute SQL and work with DB level AI agents for accurate text-2-sql and conversations.
- [Snowflake-Labs/mcp](https://github.com/Snowflake-Labs/mcp) 🐍 ☁️ - Open-source MCP server for Snowflake from official Snowflake-Labs supports prompting Cortex Agents, querying structured & unstructured data, object management, SQL execution, semantic view querying, and more. RBAC, fine-grained CRUD controls, and all authentication methods supported.
- [subnetmarco/pgmcp](https://github.com/subnetmarco/pgmcp) 🏎️ 🏠 - Natural language PostgreSQL queries with automatic streaming, read-only safety, and universal database compatibility.
+- [pgtuner_mcp](https://github.com/isdaniel/pgtuner_mcp) 🐍🗄️ - provides AI-powered PostgreSQL performance tuning capabilities.
- [supabase-community/supabase-mcp](https://github.com/supabase-community/supabase-mcp) 🎖️ 📇 ☁️ - Official Supabase MCP server to connect AI assistants directly with your Supabase project and allows them to perform tasks like managing tables, fetching config, and querying data.
- [TheRaLabs/legion-mcp](https://github.com/TheRaLabs/legion-mcp) 🐍 🏠 Universal database MCP server supporting multiple database types including PostgreSQL, Redshift, CockroachDB, MySQL, RDS MySQL, Microsoft SQL Server, BigQuery, Oracle DB, and SQLite.
- [tradercjz/dolphindb-mcp-server](https://github.com/tradercjz/dolphindb-mcp-server) 🐍 ☁️ - TDolphinDB database integration with schema inspection and query capabilities
@@ -495,7 +496,7 @@ Tools and integrations that enhance the development workflow and environment man
- [avisangle/jenkins-mcp-server](https://github.com/avisangle/jenkins-mcp-server) 🐍 🏠 🍎 🪟 🐧 - Enterprise-grade Jenkins CI/CD integration with multi-tier caching, pipeline monitoring, artifact management, and batch operations. Features 21 MCP tools for job management, build status tracking, and queue management with CSRF protection and 2FA support.
- [axliupore/mcp-code-runner](https://github.com/axliupore/mcp-code-runner) 📇 🏠 - An MCP server for running code locally via Docker and supporting multiple programming languages.
- [azer/react-analyzer-mcp](https://github.com/azer/react-analyzer-mcp) 📇 🏠 - Analyze React code locally, generate docs / llm.txt for whole project at once
-- [buildkite/buildkite-mcp-server](https://github.com/buildkite/buildkite-mcp-server) 🎖️ 🏎️ 🏠 ☁️ 🍎 🪟 🐧 - Official MCP server for Buildkite. Create new pipelines, diagnose and fix failures, trigger builds, monitor job queues, and more.
+- [buildkite/buildkite-mcp-server](https://github.com/buildkite/buildkite-mcp-server) 🎖️ 🏎️ 🏠 ☁️ 🍎 🪟 🐧 - Official MCP server for Buildkite. Create new pipelines, diagnose and fix failures, trigger builds, monitor job queues, and more.
- [Chunkydotdev/bldbl-mcp](https://github.com/chunkydotdev/bldbl-mcp) 📇 ☁️ 🍎 🪟 🐧 - Official MCP server for Buildable AI-powered development platform [bldbl.dev](https://bldbl.dev). Enables AI assistants to manage tasks, track progress, get project context, and collaborate with humans on software projects.
- [CircleCI/mcp-server-circleci](https://github.com/CircleCI-Public/mcp-server-circleci) 📇 ☁️ Enable AI Agents to fix build failures from CircleCI.
- [cjo4m06/mcp-shrimp-task-manager](https://github.com/cjo4m06/mcp-shrimp-task-manager) 📇 ☁️ 🏠 – A programming-focused task management system that boosts coding agents like Cursor AI with advanced task memory, self-reflection, and dependency management. [ShrimpTaskManager](https://cjo4m06.github.io/mcp-shrimp-task-manager)
From b9d66ef3e8092aff8840debac1b6a67e865d82b8 Mon Sep 17 00:00:00 2001
From: Sim-xia
Date: Wed, 26 Nov 2025 19:49:34 +0800
Subject: [PATCH 314/504] Add Blind Auditor
Adding a new Python-based MCP server for code auditing
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 62453ec1..90649710 100644
--- a/README.md
+++ b/README.md
@@ -277,7 +277,7 @@ Code execution servers. Allow LLMs to execute code in a secure environment, e.g.
### 🤖 Coding Agents
Full coding agents that enable LLMs to read, edit, and execute code and solve general programming tasks completely autonomously.
-
+- [Blind Auditor](https://github.com/Sim-xia/Blind-Auditor) - 🐍 🏠 🍎 🪟 🐧 A zero-cost MCP server that forces AI to self-correct generation messages using prompt injection, independent self-audition and context isolation.
- [doggybee/mcp-server-leetcode](https://github.com/doggybee/mcp-server-leetcode) 📇 ☁️ - An MCP server that enables AI models to search, retrieve, and solve LeetCode problems. Supports metadata filtering, user profiles, submissions, and contest data access.
- [ezyang/codemcp](https://github.com/ezyang/codemcp) 🐍 🏠 - Coding agent with basic read, write and command line tools.
- [gabrielmaialva33/winx-code-agent](https://github.com/gabrielmaialva33/winx-code-agent) 🦀 🏠 - A high-performance Rust reimplementation of WCGW for code agents, providing shell execution and advanced file management capabilities for LLMs via MCP.
From 25958d7adcad8b5c5e95218927f2435b7e8c9d30 Mon Sep 17 00:00:00 2001
From: Axelle
Date: Thu, 27 Nov 2025 11:24:57 +0100
Subject: [PATCH 315/504] adding r2mcp
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 62453ec1..3980ae56 100644
--- a/README.md
+++ b/README.md
@@ -1015,6 +1015,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [pullkitsan/mobsf-mcp-server](https://github.com/pullkitsan/mobsf-mcp-server) 🦀 🏠 🍎 🪟 🐧 - A MCP server for MobSF which can be used for static and dynamic analysis of Android and iOS application.
- [qianniuspace/mcp-security-audit](https://github.com/qianniuspace/mcp-security-audit) 📇 ☁️ A powerful MCP (Model Context Protocol) Server that audits npm package dependencies for security vulnerabilities. Built with remote npm registry integration for real-time security checks.
- [rad-security/mcp-server](https://github.com/rad-security/mcp-server) 📇 ☁️ - MCP server for RAD Security, providing AI-powered security insights for Kubernetes and cloud environments. This server provides tools for querying the Rad Security API and retrieving security findings, reports, runtime data and many more.
+- [radareorg/r2mcp](https://github.com/radareorg/radare2-mcp) 🍎🪟🐧🏠🌊 - MCP server for Radare2 disassembler. Provides AI with capability to disassemble and look into binaries for reverse engineering.
- [roadwy/cve-search_mcp](https://github.com/roadwy/cve-search_mcp) 🐍 🏠 - A Model Context Protocol (MCP) server for querying the CVE-Search API. This server provides comprehensive access to CVE-Search, browse vendor and product、get CVE per CVE-ID、get the last updated CVEs.
- [safedep/vet](https://github.com/safedep/vet/blob/main/docs/mcp.md) 🎖️ 🏎️ ☁️ 🍎 🪟 🐧 - vet-mcp checks open source packages—like those suggested by AI coding tools—for vulnerabilities and malicious code. It supports npm and PyPI, and runs locally via Docker or as a standalone binary for fast, automated vetting.
- [sanyambassi/ciphertrust-manager-mcp-server](https://github.com/sanyambassi/ciphertrust-manager-mcp-server) 🐍 ☁️ 🏠 🐧 🪟 - MCP server for Thales CipherTrust Manager integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants.
From da6e84aa2fa0d97f8021ab826de64adf9a3950e9 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=D0=90=D1=80=D1=82=D0=B5=D0=BC=20=D0=9C=D0=B0=D0=BB=D0=BE?=
=?UTF-8?q?=D0=B2?=
Date: Fri, 28 Nov 2025 20:12:09 +0300
Subject: [PATCH 316/504] Add madbonez/caldav-mcp to Communication section
- Universal MCP server for CalDAV protocol integration
- Works with any CalDAV-compatible calendar server (Yandex, Google, Nextcloud, ownCloud, iCloud, etc.)
- Supports creating events with recurrence, categories, priority, attendees, reminders
- Features: search events, get by UID, delete events
- 86 unit tests with 84% code coverage
- 8 E2E tests with real CalDAV server
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 0ac020be..95c2fc68 100644
--- a/README.md
+++ b/README.md
@@ -341,6 +341,7 @@ Integration with communication platforms for message management and channel oper
- [korotovsky/slack-mcp-server](https://github.com/korotovsky/slack-mcp-server) 📇 ☁️ - The most powerful MCP server for Slack Workspaces.
- [lharries/whatsapp-mcp](https://github.com/lharries/whatsapp-mcp) 🐍 🏎️ - An MCP server for searching your personal WhatsApp messages, contacts and sending messages to individuals or groups
- [line/line-bot-mcp-server](https://github.com/line/line-bot-mcp-server) 🎖 📇 ☁️ - MCP Server for Integrating LINE Official Account
+- [madbonez/caldav-mcp](https://github.com/madbonez/caldav-mcp) 🐍 ☁️ - Universal MCP server for CalDAV protocol integration. Works with any CalDAV-compatible calendar server including Yandex Calendar, Google Calendar (via CalDAV), Nextcloud, ownCloud, Apple iCloud, and others. Supports creating events with recurrence, categories, priority, attendees, reminders, searching events, and retrieving events by UID.
- [OverQuotaAI/chatterboxio-mcp-server](https://github.com/OverQuotaAI/chatterboxio-mcp-server) 📇 ☁️ - MCP server implementation for ChatterBox.io, enabling AI agents to send bots to online meetings (Zoom, Google Meet) and obtain transcripts and recordings.
- [wyattjoh/imessage-mcp](https://github.com/wyattjoh/imessage-mcp) 📇 🏠 🍎 - A Model Context Protocol server for reading iMessage data from macOS.
- [sawa-zen/vrchat-mcp](https://github.com/sawa-zen/vrchat-mcp) - 📇 🏠 This is an MCP server for interacting with the VRChat API. You can retrieve information about friends, worlds, avatars, and more in VRChat.
From 3cdf00525e53ef0ef5d75c0f15e182e12824e744 Mon Sep 17 00:00:00 2001
From: Dmitry Degrave
Date: Sun, 30 Nov 2025 03:57:39 +1100
Subject: [PATCH 317/504] Add dnaerys/onekgp-mcp to Biology, Medicine and
Bioinformatics
---
README.md | 1 +
1 file changed, 1 insertion(+)
diff --git a/README.md b/README.md
index 0ac020be..88559d01 100644
--- a/README.md
+++ b/README.md
@@ -172,6 +172,7 @@ Design and visualize software architecture, system diagrams, and technical docum
###