From 22007d14094d931515aa5de0b500d24d7ca1ef53 Mon Sep 17 00:00:00 2001 From: Paul Barbaste <42540782+Paulhb7@users.noreply.github.com> Date: Tue, 15 Jul 2025 10:54:45 +0200 Subject: [PATCH 001/199] Add terraform official mcp server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 2c694f89..b13ba0d2 100644 --- a/README.md +++ b/README.md @@ -213,6 +213,7 @@ Cloud platform service integration. Enables management and interaction with clou - [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 +- [hashicorp/terraform-mcp-server](https://github.com/hashicorp/terraform-mcp-server) - 🎖️🏎️☁️ - The official Terraform MCP Server seamlessly integrates with the Terraform ecosystem, enabling provider discovery, module analysis, and direct Registry API integration for advanced Infrastructure as Code workflows. - [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. - [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. From 3b45ddf0a549d7599ca1d14115a73aca422be095 Mon Sep 17 00:00:00 2001 From: seokgyuhan Date: Wed, 16 Jul 2025 22:24:23 +0900 Subject: [PATCH 002/199] Add thinqconnect-mcp server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 2c694f89..52865f8a 100644 --- a/README.md +++ b/README.md @@ -1110,6 +1110,7 @@ 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). +- [thinq-connect/thinqconnect-mcp](https://github.com/thinq-connect/thinqconnect-mcp) 🎖️ 🐍 ☁️ - Interact with LG ThinQ smart home devices and appliances through the ThinQ Connect MCP server. - [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 d543c16bee505e0a7b189eafd1397d36ff656217 Mon Sep 17 00:00:00 2001 From: Tiago Vasconcelos Date: Wed, 16 Jul 2025 14:46:46 +0100 Subject: [PATCH 003/199] Add LNbits MCP Server A Model Context Protocol (MCP) server for LNbits Lightning Network wallet integration. This server allows AI assistants to interact with LNbits through a comprehensive set of tools for wallet management, payments, invoices, and extensions. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 2c694f89..ebe370dc 100644 --- a/README.md +++ b/README.md @@ -664,6 +664,7 @@ Financial data access and analysis tools. Enables AI models to work with market - [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. +- [lnbits/LNbits-MCP-Server](https://github.com/lnbits/LNbits-MCP-Server) - Am MCP server for LNbits Lightning Network wallet integration. - [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. - [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. From af84f8eae74a5f5351eec3fa9e4c75787bbbf372 Mon Sep 17 00:00:00 2001 From: Fokke Dekker Date: Thu, 17 Jul 2025 14:33:36 -0700 Subject: [PATCH 004/199] Update README.md Adding raindrop --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 2c694f89..e5c5306b 100644 --- a/README.md +++ b/README.md @@ -218,6 +218,7 @@ Cloud platform service integration. Enables management and interaction with clou - [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. - [qiniu/qiniu-mcp-server](https://github.com/qiniu/qiniu-mcp-server) 🐍 ☁️ - A MCP built on Qiniu Cloud products, supporting access to Qiniu Cloud Storage, media processing services, etc. +- [liquidmetal-ai/raindrop-mcp](https://docs.liquidmetal.ai/tutorials/claude-code-mcp-setup/) 📇 ☁️ - The best way to deploy cloud infrastructure using Claude Code and MCP. - [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. From 3464ef3049c5f57bca8628fb82f8cedaa630e27b Mon Sep 17 00:00:00 2001 From: Wolfgang H Date: Fri, 18 Jul 2025 11:45:53 +0200 Subject: [PATCH 005/199] Update README.md added Dynatrace in monitoring --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 2c694f89..ab78feb4 100644 --- a/README.md +++ b/README.md @@ -771,6 +771,7 @@ Tools for creating and editing marketing content, working with web meta data, pr Access and analyze application monitoring data. Enables AI models to review error reports and performance metrics. +- [dynatrace-oss/dynatrace-mcp](https://github.com/dynatrace-oss/dynatrace-mcp) 🎖️ 📇 ☁️ 🍎 🪟 🐧 - Leverage AI-driven observability, security, and automation to analyze anomalies, logs, traces, events, metrics. - [edgedelta/edgedelta-mcp-server](https://github.com/edgedelta/edgedelta-mcp-server) 🎖️ 🏎️ ☁️ – Interact with Edge Delta anomalies, query logs / patterns / events, and pinpoint root causes and optimize your pipelines. - [grafana/mcp-grafana](https://github.com/grafana/mcp-grafana) 🎖️ 🐍 🏠 ☁️ - Search dashboards, investigate incidents and query datasources in your Grafana instance - [hyperb1iss/lucidity-mcp](https://github.com/hyperb1iss/lucidity-mcp) 🐍 🏠 - Enhance AI-generated code quality through intelligent, prompt-based analysis across 10 critical dimensions from complexity to security vulnerabilities From 554c061e99332924385cc0b7c61f392445400e5d Mon Sep 17 00:00:00 2001 From: Steve Landey Date: Fri, 18 Jul 2025 16:19:31 -0700 Subject: [PATCH 006/199] Add persistproc server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 2c694f89..6da89fca 100644 --- a/README.md +++ b/README.md @@ -275,6 +275,7 @@ 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 +- [irskep/persistproc](https://github.com/irskep/persistproc) 🐍 🏠 - MCP server + command line tool that allows agents to see & control long-running processes like web servers. Start, stop, restart, read logs. - [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 e364e4960d059b20b48ee33cd7c5bd8178a0ed20 Mon Sep 17 00:00:00 2001 From: 0x1abin <0x1abin@gmail.com> Date: Sun, 20 Jul 2025 00:49:57 +0800 Subject: [PATCH 007/199] Added MCP server link for Matter Controller so AI agents can control and interact with Matter devices. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 2c694f89..5fba47d3 100644 --- a/README.md +++ b/README.md @@ -572,6 +572,7 @@ Provides access to documentation and shortcuts for working on embedded devices. - [kukapay/opcua-mcp](https://github.com/kukapay/opcua-mcp) 🐍 📟 - An MCP server that connects to OPC UA-enabled industrial systems. - [stack-chan/stack-chan](https://github.com/stack-chan/stack-chan) 📇 📟 - A JavaScript-driven M5Stack-embedded super-kawaii robot with MCP server functionality for AI-controlled interactions and emotions. - [yoelbassin/gnuradioMCP](https://github.com/yoelbassin/gnuradioMCP) 🐍 📟 🏠 - An MCP server for GNU Radio that enables LLMs to autonomously create and modify RF `.grc` flowcharts. +- [0x1abin/matter-controller-mcp](https://github.com/0x1abin/matter-controller-mcp) 📇 📟 - An MCP server for Matter Controller, enabling AI agents to control and interact with Matter devices. ### 📂 File Systems From c682dba35dcb8c066188c190dba57bb121d4878e Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Eirik=20Brandtz=C3=A6g?= Date: Tue, 22 Jul 2025 12:46:34 +0200 Subject: [PATCH 008/199] feat: add any-cli-mcp-server to the README --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 2c694f89..86680a79 100644 --- a/README.md +++ b/README.md @@ -269,6 +269,7 @@ 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. +- [eirikb/any-cli-mcp-server](https://github.com/eirikb/any-cli-mcp-server) 📇 🏠 - Universal MCP server that transforms any CLI tool into an MCP server. Works with any CLI that has `--help` output, supports caching for performance. - [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 11d91ef35af982adc9480d60c5a3ba3613765092 Mon Sep 17 00:00:00 2001 From: Meng Yan Date: Mon, 4 Aug 2025 15:46:26 +0800 Subject: [PATCH 009/199] 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 010/199] 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 4f261960b8cefa14342c596aa55f160bdd03c70c Mon Sep 17 00:00:00 2001 From: puke Date: Tue, 5 Aug 2025 20:04:21 +0800 Subject: [PATCH 011/199] 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 012/199] 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 013/199] 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 014/199] 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 489962c86ec2a21241d6e6ec1c37976e0d994b18 Mon Sep 17 00:00:00 2001 From: Zheng Robert Jia Date: Sun, 10 Aug 2025 07:59:09 -0500 Subject: [PATCH 015/199] 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 016/199] 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 017/199] 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 e87e3380ef82beb28047f453a2ef4451e2731b8d Mon Sep 17 00:00:00 2001 From: Alan Nguyen Date: Tue, 12 Aug 2025 18:24:39 +0700 Subject: [PATCH 018/199] 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 019/199] [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 9b61c8aa8750c8fd9c95a6bfd180be759012492a Mon Sep 17 00:00:00 2001 From: Anand Date: Fri, 15 Aug 2025 20:15:00 +0530 Subject: [PATCH 020/199] 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 021/199] 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 022/199] 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 4a3743684d319d77fae244d6725cc1b941b1b4f6 Mon Sep 17 00:00:00 2001 From: Tosin Akinosho Date: Mon, 18 Aug 2025 04:15:46 +0000 Subject: [PATCH 023/199] 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 1a78cd5aec9af233646cd5f94848135aa7c20132 Mon Sep 17 00:00:00 2001 From: henil Date: Mon, 18 Aug 2025 14:43:07 -0400 Subject: [PATCH 024/199] Add henilcalagiya/mcp-apple-notes to the list of MCP servers --- README-ko.md | 1 + README-th.md | 1 + README-zh.md | 1 + README-zh_TW.md | 1 + README.md | 1 + 5 files changed, 5 insertions(+) diff --git a/README-ko.md b/README-ko.md index 95353314..7d23aa51 100644 --- a/README-ko.md +++ b/README-ko.md @@ -521,6 +521,7 @@ Git 리포지토리 및 버전 관리 플랫폼과 상호 작용합니다. 표 - [rusiaaman/wcgw](https://github.com/rusiaaman/wcgw/blob/main/src/wcgw/client/mcp_server/Readme.md) 🐍 🏠 - 자율 셸 실행, 컴퓨터 제어 및 코딩 에이전트. (Mac) - [reeeeemo/ancestry-mcp](https://github.com/reeeeemo/ancestry-mcp) 🐍 🏠 - AI가 .ged 파일 및 유전 데이터 읽기 가능 - [sirmews/apple-notes-mcp](https://github.com/sirmews/apple-notes-mcp) 🐍 🏠 - AI가 로컬 Apple Notes 데이터베이스에서 읽기 가능 (macOS 전용) +- [henilcalagiya/mcp-apple-notes](https://github.com/henilcalagiya/mcp-apple-notes) 🐍 🏠 - 모델 컨텍스트 프로토콜(MCP)을 사용하여 Apple Notes를 자동화하는 강력한 도구. HTML 콘텐츠, 폴더 관리 및 검색 기능을 지원하는 완전한 CRUD 지원. - [anjor/coinmarket-mcp-server](https://github.com/anjor/coinmarket-mcp-server) 🐍 🏠 - 암호화폐 목록 및 시세를 가져오기 위한 Coinmarket API 통합 - [suekou/mcp-notion-server](https://github.com/suekou/mcp-notion-server) 📇 🏠 - Notion API와 상호 작용 - [amidabuddha/unichat-mcp-server](https://github.com/amidabuddha/unichat-mcp-server) 🐍/📇 ☁️ - 도구 또는 사전 정의된 프롬프트를 통해 MCP 프로토콜을 사용하여 OpenAI, MistralAI, Anthropic, xAI, Google AI 또는 DeepSeek에 요청 보내기. 공급업체 API 키 필요 diff --git a/README-th.md b/README-th.md index 3aa22d92..148861cb 100644 --- a/README-th.md +++ b/README-th.md @@ -624,6 +624,7 @@ i- [jtang613/GhidrAssistMCP](https://github.com/jtang613/GhidrAssistMCP) ☕ - [SecretiveShell/MCP-wolfram-alpha](https://github.com/SecretiveShell/MCP-wolfram-alpha) 🐍 ☁️ - เซิร์ฟเวอร์ MCP สำหรับสอบถาม API ของ Wolfram Alpha - [Seym0n/tiktok-mcp](https://github.com/Seym0n/tiktok-mcp) 📇 ☁️ - โต้ตอบกับวิดีโอ TikTok - [sirmews/apple-notes-mcp](https://github.com/sirmews/apple-notes-mcp) 🐍 🏠 - ช่วยให้ AI อ่านจากฐานข้อมูล Apple Notes ในเครื่องของคุณ (เฉพาะ macOS) +- [henilcalagiya/mcp-apple-notes](https://github.com/henilcalagiya/mcp-apple-notes) 🐍 🏠 - เครื่องมือที่ทรงพลังสำหรับการทำงานอัตโนมัติของ Apple Notes โดยใช้ Model Context Protocol (MCP) รองรับการทำงาน CRUD เต็มรูปแบบพร้อมเนื้อหา HTML การจัดการโฟลเดอร์ และความสามารถในการค้นหา - [sooperset/mcp-atlassian](https://github.com/sooperset/mcp-atlassian) 🐍 ☁️ - เซิร์ฟเวอร์ MCP สำหรับผลิตภัณฑ์ Atlassian (Confluence และ Jira) รองรับ Confluence Cloud, Jira Cloud และ Jira Server/Data Center ให้เครื่องมือที่ครอบคลุมสำหรับการค้นหา อ่าน สร้าง และจัดการเนื้อหาทั่วทั้งพื้นที่ทำงาน Atlassian - [suekou/mcp-notion-server](https://github.com/suekou/mcp-notion-server) 📇 🏠 - โต้ตอบกับ API ของ Notion - [tacticlaunch/mcp-linear](https://github.com/tacticlaunch/mcp-linear) 📇 ☁️ 🍎 🪟 🐧 - รวมเข้ากับระบบการจัดการโปรเจกต์ Linear diff --git a/README-zh.md b/README-zh.md index 315d4848..0bde3826 100644 --- a/README-zh.md +++ b/README-zh.md @@ -566,6 +566,7 @@ 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。 - [rusiaaman/wcgw](https://github.com/rusiaaman/wcgw/blob/main/src/wcgw/client/mcp_server/Readme.md) 🐍 🏠 - 自动化shell执行、计算机控制和编码代理。（Mac） - [reeeeemo/ancestry-mcp](https://github.com/reeeeemo/ancestry-mcp) 🐍 🏠 - 允许AI读取.ged文件和基因数据 - [sirmews/apple-notes-mcp](https://github.com/sirmews/apple-notes-mcp) 🐍 🏠 - 允许AI读取本地Apple Notes数据库（仅限macOS） +- [henilcalagiya/mcp-apple-notes](https://github.com/henilcalagiya/mcp-apple-notes) 🐍 🏠 - 使用模型上下文协议（MCP）自动化Apple Notes的强大工具。支持HTML内容的完整CRUD操作、文件夹管理和搜索功能。 - [anjor/coinmarket-mcp-server](https://github.com/anjor/coinmarket-mcp-server) 🐍 🏠 - Coinmarket API集成，用于获取加密货币列表和报价 - [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 diff --git a/README-zh_TW.md b/README-zh_TW.md index 59c061d1..a782684c 100644 --- a/README-zh_TW.md +++ b/README-zh_TW.md @@ -448,6 +448,7 @@ 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。 - [rusiaaman/wcgw](https://github.com/rusiaaman/wcgw/blob/main/src/wcgw/client/mcp_server/Readme.md) 🐍 🏠 - 自動化shell執行、電腦控制和編碼代理。（Mac） - [reeeeemo/ancestry-mcp](https://github.com/reeeeemo/ancestry-mcp) 🐍 🏠 - 允許AI讀取.ged文件和基因數據 - [sirmews/apple-notes-mcp](https://github.com/sirmews/apple-notes-mcp) 🐍 🏠 - 允許AI讀取本地Apple Notes資料庫（僅限macOS） +- [henilcalagiya/mcp-apple-notes](https://github.com/henilcalagiya/mcp-apple-notes) 🐍 🏠 - 使用模型上下文協議（MCP）自動化Apple Notes的強大工具。支援HTML內容的完整CRUD操作、資料夾管理和搜尋功能。 - [anjor/coinmarket-mcp-server](https://github.com/anjor/coinmarket-mcp-server) 🐍 🏠 - Coinmarket API集成，用於獲取加密貨幣列表和報價 - [suekou/mcp-notion-server](https://github.com/suekou/mcp-notion-server) 📇 🏠 - 與Notion API交互 - [amidabuddha/unichat-mcp-server](https://github.com/amidabuddha/unichat-mcp-server) 🐍/📇 ☁️ - 使用MCP協議通過工具或預定義的提示發送請求給OpenAI、MistralAI、Anthropic、xAI或Google AI。需要供應商API金鑰 diff --git a/README.md b/README.md index 3e5083c7..c524ad97 100644 --- a/README.md +++ b/README.md @@ -1152,6 +1152,7 @@ Interact with Git repositories and version control platforms. Enables repository - [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. - [sirmews/apple-notes-mcp](https://github.com/sirmews/apple-notes-mcp) 🐍 🏠 - Allows the AI to read from your local Apple Notes database (macOS only) +- [henilcalagiya/mcp-apple-notes](https://github.com/henilcalagiya/mcp-apple-notes) 🐍 🏠 - Powerful tools for automating Apple Notes using Model Context Protocol (MCP). Full CRUD support with HTML content, folder management, and search capabilities. - [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 - [tacticlaunch/mcp-linear](https://github.com/tacticlaunch/mcp-linear) 📇 ☁️ 🍎 🪟 🐧 - Integrates with Linear project management system From d92859a7590a965eb850421def52a293dcf11747 Mon Sep 17 00:00:00 2001 From: Simon Painter Date: Tue, 19 Aug 2025 23:18:48 +0100 Subject: [PATCH 025/199] 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 026/199] 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 027/199] 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 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 028/199] 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 029/199] 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 030/199] 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 031/199] 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 032/199] 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 98cccca645fe1ae90f9f655ee81a1984ceb96392 Mon Sep 17 00:00:00 2001 From: Wyatt Johnson Date: Sat, 23 Aug 2025 13:33:30 -0600 Subject: [PATCH 033/199] 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 0ca6faf023254cc3f2f032bb3a4a9f38c26af010 Mon Sep 17 00:00:00 2001 From: Wyatt Johnson Date: Sat, 23 Aug 2025 13:35:35 -0600 Subject: [PATCH 034/199] 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 035/199] 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 744cd6f36737d9ea044843ca0f0369cdca6b4c3d Mon Sep 17 00:00:00 2001 From: Yacoob Date: Wed, 3 Sep 2025 13:01:08 +0100 Subject: [PATCH 036/199] 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 39b0e5d9a4bb3a2c67743497d59b3bd7f6ffbe1d Mon Sep 17 00:00:00 2001 From: n8daniels Date: Fri, 5 Dec 2025 20:35:55 -0500 Subject: [PATCH 037/199] Add RulesetMCP - project rules enforcement for AI agents RulesetMCP is an MCP server that makes project rules queryable and enforceable for AI agents. It provides tools to query coding standards, validate code snippets, and get task-specific guidance from version-controlled rule files. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 59f806d7..d5ee1ddb 100644 --- a/README.md +++ b/README.md @@ -606,6 +606,7 @@ 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. - [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. +- [n8daniels/RulesetMCP](https://github.com/n8daniels/RulesetMCP) 📇 🏠 - Weight-On-Wheels for AI - keeps agents grounded in your project's rules. Query coding standards, validate snippets, and get task-specific guidance from version-controlled rule files. - [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/). From 9ccdf9b0d67ff76441638153017b5335ff843d80 Mon Sep 17 00:00:00 2001 From: trust-delta Date: Mon, 8 Dec 2025 00:04:24 +0900 Subject: [PATCH 038/199] Add conversation-handoff-mcp to Knowledge & Memory 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 Opus 4.5 --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 59f806d7..371bf68e 100644 --- a/README.md +++ b/README.md @@ -880,6 +880,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [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 +- [conversation-handoff-mcp](https://github.com/trust-delta/conversation-handoff-mcp) 📇 🏠 - Hand off conversation context between Claude Desktop projects and across MCP clients. Memory-based, no file clutter. - [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 87a1754c9f8458a8a3cd5483afaa1f0cdd7b079e Mon Sep 17 00:00:00 2001 From: Bruno Bonnin Date: Mon, 8 Dec 2025 11:43:39 +0100 Subject: [PATCH 039/199] Add new MCP server (converting any REST API defined with OpenAPI/Swagger into MCP tools) --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 2e455a47..0fabd54d 100644 --- a/README.md +++ b/README.md @@ -672,6 +672,7 @@ Tools and integrations that enhance the development workflow and environment man - [paracetamol951/P-Link-MCP](https://github.com/paracetamol951/P-Link-MCP) 🏠 🐧 🍎 ☁️ - Implementation of HTTP 402 (payment required http code) relying on Solana - [themesberg/flowbite-mcp](https://github.com/themesberg/flowbite-mcp) 📇 🏠 🍎 🪟 🐧 - MCP server that provides AI assistance for an open-source UI framework based on Tailwind CSS - [shadcn/studio MCP](https://shadcnstudio.com/mcp) - Integrate shadcn/studio MCP Server directly into your favorite IDE and craft stunning shadcn/ui Components, Blocks and Pages inspired by shadcn/studio. +- [bbonnin/openapi-to-mcp](https://github.com/bbonnin/openapi-to-mcp) ☕ 🏠 🍎 🪟 🐧 - MCP server that automatically converts any OpenAPI/Swagger specification into a set of usable MCP tools. Unlike manual tool definition, this approach auto-generates tools directly from the Swagger spec, ensuring consistency, reducing maintenance effort, and preventing mismatches between the tools and the actual API. ### 🔒 Delivery From 3e9e26120e3f93a0dee33d8e8107374ea92da15c Mon Sep 17 00:00:00 2001 From: GeneAI Date: Mon, 8 Dec 2025 13:27:04 -0500 Subject: [PATCH 040/199] Add Empathy Framework to Knowledge & Memory --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index eb2371b1..130a8165 100644 --- a/README.md +++ b/README.md @@ -899,6 +899,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [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). - [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. +- [Smart-AI-Memory/empathy-framework](https://github.com/Smart-AI-Memory/empathy-framework) 🐍 🏠 - Five-level AI collaboration system with persistent memory and anticipatory capabilities. MCP-native integration for Claude and other LLMs with local-first architecture via MemDocs. - [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 8963ed76a4fc55f41bf81061bc2fe63a6010aba4 Mon Sep 17 00:00:00 2001 From: Erik Date: Mon, 8 Dec 2025 13:57:49 -0800 Subject: [PATCH 041/199] Add ContextStream MCP Server to Knowledge & Memory section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index eb2371b1..e7cbb7c7 100644 --- a/README.md +++ b/README.md @@ -881,6 +881,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [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. - [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. +- [contextstream/mcp-server](https://www.npmjs.com/package/@contextstream/mcp-server) 📇 ☁️ 🍎 🪟 🐧 - Universal persistent memory for AI coding tools. Semantic code search, knowledge graphs, impact analysis, decision tracking, and 60+ MCP tools. Works across Cursor, Claude Code, Windsurf, and any MCP client. [Website](https://contextstream.io) - [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. From ffd68fa00569f72824d5debd5d7153c135af5a9d Mon Sep 17 00:00:00 2001 From: Claude Date: Mon, 8 Dec 2025 17:53:32 -0500 Subject: [PATCH 042/199] Add KDB - AI Time-Travel Debugger Adds KDB (The Kindly Debugger) to Developer Tools section. Features: - Time-travel debugging with bidirectional replay - Cryptographic audit trails (SOX/SOC2 compliant) - SIMD-accelerated stack unwinding - Free Hobby tier (5 sessions/month) Website: https://kindly.software Docs: https://github.com/kindly-software/kdb --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index eb2371b1..cec13cff 100644 --- a/README.md +++ b/README.md @@ -597,6 +597,7 @@ Tools and integrations that enhance the development workflow and environment man - [Jpisnice/shadcn-ui-mcp-server](https://github.com/Jpisnice/shadcn-ui-mcp-server) 📇 🏠 - MCP server that gives AI assistants seamless access to shadcn/ui v4 components, blocks, demos, and metadata. - [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. +- [kindly-software/kdb](https://github.com/kindly-software/kdb) 🦀 ☁️ - AI-powered time-travel debugger with bidirectional execution replay, audit-compliant hash-chain logging, and SIMD-accelerated stack unwinding. Free Hobby tier available. - [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. From 0bfce9fd5a8baf22bd988a432512d067067ae135 Mon Sep 17 00:00:00 2001 From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com> Date: Mon, 8 Dec 2025 18:44:55 -0600 Subject: [PATCH 043/199] Update README.md --- README.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/README.md b/README.md index eb2371b1..35f67571 100644 --- a/README.md +++ b/README.md @@ -13,6 +13,9 @@ > [!IMPORTANT] > Read [The State of MCP in 2025](https://glama.ai/blog/2025-12-07-the-state-of-mcp-in-2025) report. +> [!IMPORTANT] +> [Awesome MCP Servers](https://glama.ai/mcp/servers) web directory + A curated list of awesome Model Context Protocol (MCP) servers. * [What is MCP?](#what-is-mcp) From c948da396962df0d733c2705e1e5b9bc3e19cb17 Mon Sep 17 00:00:00 2001 From: Fabio Nonato Date: Mon, 8 Dec 2025 16:48:44 -0800 Subject: [PATCH 044/199] adding local-faiss-mcp to README EN and PT-BR versions --- 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 c89ab03b..31dcd780 100644 --- a/README-pt_BR.md +++ b/README-pt_BR.md @@ -371,6 +371,7 @@ Armazenamento de memória persistente usando estruturas de grafos de conheciment - [mcp-summarizer](https://github.com/0xshellming/mcp-summarizer) 📕 ☁️ - Servidor MCP de Resumo IA, Suporte para múltiplos tipos de conteúdo: Texto simples, Páginas web, Documentos PDF, Livros EPUB, Conteúdo HTML - [mem0ai/mem0-mcp](https://github.com/mem0ai/mem0-mcp) 🐍 🏠 - Um servidor de Protocolo de Contexto de Modelo para Mem0 que ajuda a gerenciar preferências e padrões de codificação, fornecendo ferramentas para armazenar, recuperar e lidar semanticamente com implementações de código, melhores práticas e documentação técnica em IDEs como Cursor e Windsurf - [modelcontextprotocol/server-memory](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/memory) 📇 🏠 - Sistema de memória persistente baseado em grafo de conhecimento para manter contexto +- [nonatofabio/local-faiss-mcp](https://github.com/nonatofabio/local_faiss_mcp) 🐍 🏠 🍎 🐧 - Database vetorial FAISS local para RAG com ingestão de documentos (PDF/TXT/MD/DOCX), busca semântica, re-ranking e ferramentas CLI - [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. diff --git a/README.md b/README.md index eb2371b1..654d9a25 100644 --- a/README.md +++ b/README.md @@ -893,6 +893,7 @@ 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-archived/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. +- [nonatofabio/local-faiss-mcp](https://github.com/nonatofabio/local_faiss_mcp) 🐍 🏠 🍎 🐧 - Local FAISS vector database for RAG with document ingestion (PDF/TXT/MD/DOCX), semantic search, re-ranking, and CLI tools for indexing and querying - [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. From 5cec2151156a6b113ffa3a69ad4d7c74838a9f1d Mon Sep 17 00:00:00 2001 From: Carlos Zoido Date: Tue, 9 Dec 2025 07:46:02 +0100 Subject: [PATCH 045/199] Add Conan MCP server to Developer Tools --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 35f67571..44afd03b 100644 --- a/README.md +++ b/README.md @@ -547,6 +547,7 @@ 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. +- [conan-io/conan-mcp](https://github.com/conan-io/conan-mcp) 🎖️ 🐍 🏠 🍎 🪟 🐧 - Official MCP server for Conan C/C++ package manager. Create projects, manage dependencies, check licenses, and scan for security vulnerabilities. - [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). From f2c328e80ef90f92d344af5f9ba1e4618c9369dc Mon Sep 17 00:00:00 2001 From: Ayoub Belayoub Date: Tue, 9 Dec 2025 13:37:30 +0100 Subject: [PATCH 046/199] Add mcp-server-terminal to Command Line category --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 35f67571..3bb102d6 100644 --- a/README.md +++ b/README.md @@ -326,6 +326,7 @@ 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. +- [aybelatchane/mcp-server-terminal](https://github.com/aybelatchane/mcp-server-terminal) 🦀 🏠 🍎 🪟 🐧 - Playwright for terminals - interact with TUI/CLI applications through structured Terminal State Tree representation with element detection. - [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. From f6f932e3717e17f3dc4a21649049f7d5da68f58c Mon Sep 17 00:00:00 2001 From: heyongqi10 Date: Tue, 9 Dec 2025 23:21:28 +0800 Subject: [PATCH 047/199] feat: add mermaid mcp server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 3bb102d6..69771841 100644 --- a/README.md +++ b/README.md @@ -185,6 +185,7 @@ Access and explore art collections, cultural heritage, and museum databases. Ena 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` +- [betterhyq/mermaid-grammer-inspector-mcp](https://github.com/betterhyq/mermaid_grammer_inspector_mcp) 📇 🏠 🍎 🪟 🐧 - A Model Context Protocol (MCP) server for validating Mermaid diagram syntax and providing comprehensive grammar checking capabilities ### Biology, Medicine and Bioinformatics From 08eabd749384ae4b14da86ab5f7d017107f3ab0d Mon Sep 17 00:00:00 2001 From: Ross Churchill Date: Thu, 11 Dec 2025 06:10:54 +0000 Subject: [PATCH 048/199] Add Pantheon Security MCP servers (chrome-mcp-secure & notebooklm-mcp-secure) --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 3bb102d6..9de71e24 100644 --- a/README.md +++ b/README.md @@ -232,6 +232,7 @@ Web content access and automation capabilities. Enables searching, scraping, and - [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. +- [Pantheon-Security/chrome-mcp-secure](https://github.com/Pantheon-Security/chrome-mcp-secure) 📇 🏠 🍎 🪟 🐧 - Security-hardened Chrome automation with post-quantum encryption (ML-KEM-768 + ChaCha20-Poly1305), secure credential vault, memory scrubbing, and audit logging. 22 tools for browser automation and secure logins. ### ☁️ Cloud Platforms @@ -997,6 +998,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play Tools for conducting research, surveys, interviews, and data collection. - [thinkchainai/agentinterviews_mcp](https://github.com/thinkchainai/agentinterviews_mcp) - Conduct AI-powered qualitative research interviews and surveys at scale with [Agent Interviews](https://agentinterviews.com). Create interviewers, manage research projects, recruit participants, and analyze interview data through MCP. +- [Pantheon-Security/notebooklm-mcp-secure](https://github.com/Pantheon-Security/notebooklm-mcp-secure) 📇 🏠 🍎 🪟 🐧 - Query Google NotebookLM from Claude/AI agents with 14 security hardening layers. Session-based conversations, notebook library management, and source-grounded research responses. ### 🔎 end to end RAG platforms From e1119b737ac820ee87c392e20ea7a96926966afd Mon Sep 17 00:00:00 2001 From: Chris Ivester Date: Thu, 11 Dec 2025 00:33:59 -0800 Subject: [PATCH 049/199] Add reddit-research-mcp to Social Media category --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 3bb102d6..b172c5ec 100644 --- a/README.md +++ b/README.md @@ -1149,6 +1149,7 @@ Integration with social media platforms to allow posting, analytics, and interac - [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-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. +- [king-of-the-grackles/reddit-research-mcp](https://github.com/king-of-the-grackles/reddit-research-mcp) 🐍 ☁️ - AI-powered Reddit intelligence for market research and competitive analysis. Discover subreddits via semantic search across 20k+ indexed communities, fetch posts/comments with full citations, and manage research feeds. No Reddit API credentials needed. - [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 3ed982a7844b1cbd8c44e6c7ba2a87d15787bb99 Mon Sep 17 00:00:00 2001 From: Dave Cilluffo Date: Thu, 11 Dec 2025 10:45:12 -0500 Subject: [PATCH 050/199] Add TwelveTake REAPER MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 3bb102d6..5c339f70 100644 --- a/README.md +++ b/README.md @@ -177,6 +177,7 @@ Access and explore art collections, cultural heritage, and museum databases. Ena - [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 +- [TwelveTake-Studios/reaper-mcp](https://github.com/TwelveTake-Studios/reaper-mcp) 🐍 🏠 🍎 🪟 🐧 - MCP server enabling AI assistants to control REAPER DAW for mixing, mastering, MIDI composition, and full music production with 129 tools - [yuna0x0/anilist-mcp](https://github.com/yuna0x0/anilist-mcp) 📇 ☁️ - A MCP server integrating AniList API for anime and manga information From 405515bcc86dc738372cb011309e4ddd78dcec41 Mon Sep 17 00:00:00 2001 From: Seungwon Yang Date: Fri, 12 Dec 2025 15:16:11 +0900 Subject: [PATCH 051/199] Add MCP-Dandan to security section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 3bb102d6..0632a3d3 100644 --- a/README.md +++ b/README.md @@ -1094,6 +1094,7 @@ Tools for conducting research, surveys, interviews, and data collection. ### 🔒 Security +- [82ch/MCP-Dandan](https://github.com/82ch/MCP-Dandan) 🐍 📇 🏠 🍎 🪟 🐧 - Real-time security framework for MCP servers that detects and blocks malicious AI agent behavior by analyzing tool call patterns and intent across multiple threat detection engines. - [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. From 5957cb74a5204e271423db5e0a3bd085d9559f93 Mon Sep 17 00:00:00 2001 From: Vlad M Date: Fri, 12 Dec 2025 13:47:06 +0100 Subject: [PATCH 052/199] Add new SerpApi MCP Server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 3bb102d6..8299d12e 100644 --- a/README.md +++ b/README.md @@ -1070,6 +1070,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [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. 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. +- [serpapi/serpapi-mcp](https://github.com/serpapi/serpapi-mcp) 🐍 ☁️ 🏠 🍎 🪟 🐧 - SerpApi MCP Server for Google and other search engine results. Provides multi-engine search across Google, Bing, Yahoo, DuckDuckGo, YouTube, eBay, and more with real-time weather data, stock market information, and flexible JSON response modes. - [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 - [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. From e0268069f9fa4d4903136cecee9cce68b58a9e6d Mon Sep 17 00:00:00 2001 From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com> Date: Fri, 12 Dec 2025 13:48:31 +0000 Subject: [PATCH 053/199] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index e7cbb7c7..34259f87 100644 --- a/README.md +++ b/README.md @@ -881,7 +881,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [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. - [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. -- [contextstream/mcp-server](https://www.npmjs.com/package/@contextstream/mcp-server) 📇 ☁️ 🍎 🪟 🐧 - Universal persistent memory for AI coding tools. Semantic code search, knowledge graphs, impact analysis, decision tracking, and 60+ MCP tools. Works across Cursor, Claude Code, Windsurf, and any MCP client. [Website](https://contextstream.io) +- [contextstream/mcp-server](https://www.npmjs.com/package/@contextstream/mcp-server) 📇 ☁️ 🍎 🪟 🐧 - Universal persistent memory for AI coding tools. Semantic code search, knowledge graphs, impact analysis, decision tracking, and 60+ MCP tools. Works across Cursor, Claude Code, Windsurf, and any MCP client. - [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. From a349eda8e9928db6be45b8819cfb781eddc2954f Mon Sep 17 00:00:00 2001 From: Mike Morris Date: Fri, 12 Dec 2025 07:52:43 -0800 Subject: [PATCH 054/199] Add devplan-mcp-server to Developer Tools --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 22449327..a01e08bb 100644 --- a/README.md +++ b/README.md @@ -558,6 +558,7 @@ 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/) +- [mmorris35/devplan-mcp-server](https://github.com/mmorris35/devplan-mcp-server) 📇 ☁️ - Generate comprehensive, paint-by-numbers development plans using the [ClaudeCode-DevPlanBuilder](https://github.com/mmorris35/ClaudeCode-DevPlanBuilder) methodology. Creates PROJECT_BRIEF.md, DEVELOPMENT_PLAN.md, and CLAUDE.md. - [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 From 169fe564969ed9cfa186086ffcbb630fae6b2531 Mon Sep 17 00:00:00 2001 From: Linus Johansson <159924955+j0hanz@users.noreply.github.com> Date: Fri, 12 Dec 2025 21:58:28 +0100 Subject: [PATCH 055/199] Add new MCP server for filesystem context --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 22449327..40455afe 100644 --- a/README.md +++ b/README.md @@ -735,6 +735,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [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. +- [j0hanz/filesystem-context-mcp-server](https://github.com/j0hanz/filesystem-context-mcp-server) 📇 🏠 - Read-only MCP server for secure filesystem exploration, searching, and analysis with symlink protection. - [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 From b4e6036d5d5212cedaf8dc03f85f029db682ef0d Mon Sep 17 00:00:00 2001 From: Kevin HG Date: Fri, 12 Dec 2025 15:47:17 -0600 Subject: [PATCH 056/199] Add spotify-bulk-actions-mcp to Art & Culture section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 22449327..b0e42b8b 100644 --- a/README.md +++ b/README.md @@ -168,6 +168,7 @@ 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 - [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. +- [khglynn/spotify-bulk-actions-mcp](https://github.com/khglynn/spotify-bulk-actions-mcp) 🐍 ☁️ - Bulk Spotify operations with confidence-scored song matching, batch playlist creation from CSV/podcast lists, and library exports for discovering your most-saved artists and albums. - [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. From 75d62f186cf7df208a2c62dd175632bad9406218 Mon Sep 17 00:00:00 2001 From: Aaron Date: Fri, 12 Dec 2025 21:37:04 -0600 Subject: [PATCH 057/199] Add EchoRift MCP to awesome list --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 22449327..def6692c 100644 --- a/README.md +++ b/README.md @@ -521,6 +521,7 @@ 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. +- [AaronVick/ECHO_RIFT_MCP](https://github.com/AaronVick/ECHO_RIFT_MCP) 📇 ☁️ - MCP server for EchoRift infrastructure primitives (BlockWire, CronSynth, Switchboard, Arbiter). Makes EchoRift's agent infrastructure callable as MCP tools so any MCP client can treat EchoRift like a native capability layer. - [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. From 286e9838f9b2652bb0201dc4d0691d0e70086468 Mon Sep 17 00:00:00 2001 From: arjun Date: Sat, 13 Dec 2025 20:16:36 +0530 Subject: [PATCH 058/199] Add insta-mcp to Social Media section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 22449327..acfd41d2 100644 --- a/README.md +++ b/README.md @@ -1158,6 +1158,7 @@ Tools for conducting research, surveys, interviews, and data collection. Integration with social media platforms to allow posting, analytics, and interaction management. Enables AI-driven automation for social presence. - [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. +- [arjun1194/insta-mcp](https://github.com/arjun1194/insta-mcp) 📇 🏠 - Instagram MCP server for analytics and insights. Get account overviews, posts, followers, following lists, post insights, and search for users, hashtags, or places. - [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-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. From c8119666d66c4dc432a9a1c04f18d3dc8371eb1e Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E5=A4=A7=E5=92=8C=E7=94=B0=E7=9F=A5=E6=B4=8B?= Date: Mon, 15 Dec 2025 19:31:45 +0800 Subject: [PATCH 059/199] Add DevRag - Lightweight Local RAG MCP Server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 22449327..5af7a835 100644 --- a/README.md +++ b/README.md @@ -913,6 +913,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [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. - [Smart-AI-Memory/empathy-framework](https://github.com/Smart-AI-Memory/empathy-framework) 🐍 🏠 - Five-level AI collaboration system with persistent memory and anticipatory capabilities. MCP-native integration for Claude and other LLMs with local-first architecture via MemDocs. - [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. +- [tomohiro-owada/devrag](https://github.com/tomohiro-owada/devrag) 🏎️ 🏠 🍎 🪟 🐧 - Lightweight local RAG MCP server for semantic vector search over markdown documents. Reduces token consumption by 40x with sqlite-vec and multilingual-e5-small embeddings. Supports filtered search by directory and filename patterns. - [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. From 212090a873920343f566e8f81657950526863aa1 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Nicol=C3=B2=20Boschi?= Date: Mon, 15 Dec 2025 17:13:28 +0100 Subject: [PATCH 060/199] Add Hindsight MCP server to README --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 22449327..9b231fe9 100644 --- a/README.md +++ b/README.md @@ -898,6 +898,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [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. - [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 +- [Hindsight](https://github.com/vectorize-io/hindsight) - Hindsight: Agent Memory That Works Like Human Memory - Built for AI Agents to manage Long Term Memory - [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. From 165dd689fab9c85b1fe1bc795d31334e7c6e7d44 Mon Sep 17 00:00:00 2001 From: Frank Colson Date: Mon, 15 Dec 2025 10:05:10 -0700 Subject: [PATCH 061/199] Add spreadsheet-mcp server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 22449327..847f09f2 100644 --- a/README.md +++ b/README.md @@ -575,6 +575,7 @@ Tools and integrations that enhance the development workflow and environment man - [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). +- [PSU3D0/spreadsheet-mcp](https://github.com/PSU3D0/spreadsheet-mcp) 🦀 🏠 🪟 - High-performance, token-efficient spreadsheet analysis/editing (xlsx/xlsm) with region detection, structured reads, formula/style inspection, forking mechanics, and recalculation. Cross-platform. - [sbroenne/mcp-server-excel](https://github.com/sbroenne/mcp-server-excel) #️⃣ 🏠 🪟 - Full-featured Excel MCP server. 173 operations: Power Query, DAX, VBA, PivotTables, Tables, Charts, ranges, formatting. 100% Excel compatibility - uses Excel app instead of creating .xlsx files. Windows only. - [hechtcarmel/jetbrains-debugger-mcp-plugin](https://github.com/hechtcarmel/jetbrains-debugger-mcp-plugin) ☕ 🏠 - A JetBrains IDE plugin that exposes an MCP server, giving AI coding assistants full programmatic control over the debugger. - [hechtcarmel/jetbrains-index-mcp-plugin](https://github.com/hechtcarmel/jetbrains-index-mcp-plugin) ☕ 🏠 - A JetBrains IDE plugin that exposes an MCP server, enabling AI coding assistants to leverage the IDE's indexing and refactoring capabilities (rename, safe delete, find references, call hierarchy, type hierarchy, diagnostics and more). From 8e972090feb9b2fbd6a2694f3f217e8cae74c9fc Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Nicol=C3=B2=20Boschi?= Date: Mon, 15 Dec 2025 18:25:33 +0100 Subject: [PATCH 062/199] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 9b231fe9..537f3418 100644 --- a/README.md +++ b/README.md @@ -898,7 +898,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [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. - [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 -- [Hindsight](https://github.com/vectorize-io/hindsight) - Hindsight: Agent Memory That Works Like Human Memory - Built for AI Agents to manage Long Term Memory +- [Hindsight](https://github.com/vectorize-io/hindsight) 🐍 ☁️ 🏠 - Hindsight: Agent Memory That Works Like Human Memory - Built for AI Agents to manage Long Term Memory - [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. From 9a34351428cc5c1940304345cbcbbaf5d2dcef21 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Nicol=C3=B2=20Boschi?= Date: Mon, 15 Dec 2025 18:26:13 +0100 Subject: [PATCH 063/199] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 537f3418..6f861bc1 100644 --- a/README.md +++ b/README.md @@ -898,7 +898,6 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [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. - [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 -- [Hindsight](https://github.com/vectorize-io/hindsight) 🐍 ☁️ 🏠 - Hindsight: Agent Memory That Works Like Human Memory - Built for AI Agents to manage Long Term Memory - [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. @@ -917,6 +916,7 @@ 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. +- [vectorize-io/hindsight](https://github.com/vectorize-io/hindsight) 🐍 ☁️ 🏠 - Hindsight: Agent Memory That Works Like Human Memory - Built for AI Agents to manage Long Term Memory - [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. - [harrison/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. From dd28cf1c4ec288826c109f7b6214a8804a2e823a Mon Sep 17 00:00:00 2001 From: gregm711 Date: Mon, 15 Dec 2025 21:29:50 -0500 Subject: [PATCH 064/199] Add agent-domain-service-mcp to Search section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 6f861bc1..10f0f1e2 100644 --- a/README.md +++ b/README.md @@ -1045,6 +1045,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [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. +- [gregm711/agent-domain-service-mcp](https://github.com/gregm711/agent-domain-service-mcp) 📇 ☁️ - AI-powered domain brainstorming, analysis, and availability checking via AgentDomainService.com. Generate creative domain names from descriptions, get AI scoring for brandability/memorability, and check real-time availability with pricing. No API keys required. - [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. - [Himalayas-App/himalayas-mcp](https://github.com/Himalayas-App/himalayas-mcp) 📇 ☁️ - Access tens of thousands of remote job listings and company information. This public MCP server provides real-time access to Himalayas' remote jobs database. From 3b4426fad5ee6b706338209090b17f628f5f6b4f Mon Sep 17 00:00:00 2001 From: Osseni94 Date: Wed, 17 Dec 2025 12:53:16 -0500 Subject: [PATCH 065/199] Add keyneg-mcp: Sentiment analysis MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 6f861bc1..b53bef8f 100644 --- a/README.md +++ b/README.md @@ -510,6 +510,7 @@ Data Platforms for data integration, transformation and pipeline orchestration. - [jwaxman19/qlik-mcp](https://github.com/jwaxman19/qlik-mcp) 📇 ☁️ - MCP Server for Qlik Cloud API that enables querying applications, sheets, and extracting data from visualizations with comprehensive authentication and rate limiting support. - [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. +- [Osseni94/keyneg-mcp](https://github.com/Osseni94/keyneg-mcp) 🐍 🏠 - Enterprise-grade sentiment analysis with 95+ labels, keyword extraction, and batch processing for AI agents - [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). From d3c76f9ebf566e4c20bb9bcd7c072f0460090b56 Mon Sep 17 00:00:00 2001 From: Jochen Hinrichsen Date: Wed, 17 Dec 2025 19:58:50 +0100 Subject: [PATCH 066/199] Add Home Automation category with FRITZ!Box MCP Server --- README.md | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/README.md b/README.md index 6f861bc1..137704f0 100644 --- a/README.md +++ b/README.md @@ -100,6 +100,7 @@ Checkout [awesome-mcp-clients](https://github.com/punkpeye/awesome-mcp-clients/) * 📂 - [File Systems](#file-systems) * 💰 - [Finance & Fintech](#finance--fintech) * 🎮 - [Gaming](#gaming) +* 🏠 - [Home Automation](#home-automation) * 🧠 - [Knowledge & Memory](#knowledge--memory) * ⚖️ - [Legal](#legal) * 🗺️ - [Location Services](#location-services) @@ -881,6 +882,12 @@ Integration with gaming related data, game engines, and services - [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. +### 🏠 Home Automation + +Control smart home devices, home network equipment, and automation systems. + +- [kambriso/fritzbox-mcp-server](https://github.com/kambriso/fritzbox-mcp-server) 🏎️ 🏠 - Control AVM FRITZ!Box routers - manage devices, WiFi, network settings, parental controls, and schedule time-delayed actions + ### 🧠 Knowledge & Memory Persistent memory storage using knowledge graph structures. Enables AI models to maintain and query structured information across sessions. From 98d7d1d33c29ae24aef201b1ca94a5a5692e362c Mon Sep 17 00:00:00 2001 From: Osseni94 Date: Thu, 18 Dec 2025 13:22:06 -0500 Subject: [PATCH 067/199] Add Oyemi MCP to the list of MCP servers Semantic word encoding and valence analysis --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index b53bef8f..0ebb9147 100644 --- a/README.md +++ b/README.md @@ -511,6 +511,7 @@ 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. - [Osseni94/keyneg-mcp](https://github.com/Osseni94/keyneg-mcp) 🐍 🏠 - Enterprise-grade sentiment analysis with 95+ labels, keyword extraction, and batch processing for AI agents +- [Osseni94/oyemi-mcp](https://github.com/Osseni94/oyemi-mcp) 🐍 🏠 - Deterministic semantic word encoding and valence/sentiment analysis using 145K+ word lexicon. Provides word-to-code mapping, semantic similarity, synonym/antonym lookup with zero runtime NLP dependencies. - [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). From 0e8ed351764553f4a6eb9a54a19658bdc19b6080 Mon Sep 17 00:00:00 2001 From: youssef Date: Fri, 19 Dec 2025 03:53:10 +0100 Subject: [PATCH 068/199] Add Google Ad Manager MCP server under Marketing section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 6f861bc1..b97bd424 100644 --- a/README.md +++ b/README.md @@ -962,6 +962,7 @@ Tools for creating and editing marketing content, working with web meta data, pr - [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. +- [MatiousCorp/google-ad-manager-mcp](https://github.com/MatiousCorp/google-ad-manager-mcp) 🐍 ☁️ - Google Ad Manager API integration for managing campaigns, orders, line items, creatives, and advertisers with bulk upload support. - [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. From 7e4cd2d7570852e97eb3fc29f5a702ddbd1d5591 Mon Sep 17 00:00:00 2001 From: xXMSGXx Date: Thu, 18 Dec 2025 22:17:43 -0500 Subject: [PATCH 069/199] Add MerabyLabs/promptarchitect-mcp to Developer Tools section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 6f861bc1..e15ad085 100644 --- a/README.md +++ b/README.md @@ -614,6 +614,7 @@ Tools and integrations that enhance the development workflow and environment man - [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. +- [MerabyLabs/promptarchitect-mcp](https://github.com/MerabyLabs/promptarchitect-mcp) 📇 ☁️ 🍎 🪟 🐧 - Workspace-aware prompt engineering. Refines, analyzes & generates prompts based on your project's tech stack, dependencies & context. Free to use. - [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. From 4f8b2ef3841a08723306163d410e276dbf94375a Mon Sep 17 00:00:00 2001 From: VS <29.varun@gmail.com> Date: Fri, 19 Dec 2025 14:32:17 +0530 Subject: [PATCH 070/199] Add shodh-memory to Knowledge & Memory section MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Cognitive memory for AI agents with: - Hebbian learning (associations strengthen with use) - 3-tier architecture (working → session → long-term) - Knowledge graphs with spreading activation - Single ~15MB binary, runs offline on edge devices - 688 tests, production-ready GitHub: https://github.com/varun29ankuS/shodh-memory --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 6f861bc1..d3adfdf3 100644 --- a/README.md +++ b/README.md @@ -916,6 +916,7 @@ 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. +- [varun29ankuS/shodh-memory](https://github.com/varun29ankuS/shodh-memory) 🦀 🏠 - Cognitive memory for AI agents with Hebbian learning, 3-tier architecture, and knowledge graphs. Single ~15MB binary, runs offline on edge devices. - [vectorize-io/hindsight](https://github.com/vectorize-io/hindsight) 🐍 ☁️ 🏠 - Hindsight: Agent Memory That Works Like Human Memory - Built for AI Agents to manage Long Term Memory - [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. From 30c45f7b59482da31a3ceaaf962f9e1750ec19fb Mon Sep 17 00:00:00 2001 From: Aleksandr Belous Date: Fri, 19 Dec 2025 16:52:02 +0300 Subject: [PATCH 071/199] Add conarti/mattermost-mcp to Communication section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 6f861bc1..3a716498 100644 --- a/README.md +++ b/README.md @@ -360,6 +360,7 @@ Integration with communication platforms for message management and channel oper - [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. +- [conarti/mattermost-mcp](https://github.com/conarti/mattermost-mcp) 📇 ☁️ - MCP server for Mattermost API. List channels, read/post messages, manage threads and reactions, monitor topics. Supports flexible configuration via CLI args, environment variables, or config files. - [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. From c4a29e1a8b4dfb2ff6b7ae996424abd4b76c80b8 Mon Sep 17 00:00:00 2001 From: TANTIOPE Date: Fri, 19 Dec 2025 20:00:49 +0100 Subject: [PATCH 072/199] Add Datadog MCP server to Monitoring section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 6f861bc1..857e577e 100644 --- a/README.md +++ b/README.md @@ -985,6 +985,7 @@ Access and analyze application monitoring data. Enables AI models to review erro - [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 - [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） +- [TANTIOPE/datadog-mcp-server](https://github.com/TANTIOPE/datadog-mcp-server) 📇 ☁️ 🍎 🪟 🐧 - MCP server providing comprehensive Datadog observability access for AI assistants. Features grep-like log search, APM trace filtering with duration/status/error queries, smart sampling modes for token efficiency, and cross-correlation between logs, traces, and metrics. - [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. From 8e2acd9119eb32e3d5ab176d26a4750e6b492bdd Mon Sep 17 00:00:00 2001 From: Derek Fox <8127922+foxintheloop@users.noreply.github.com> Date: Fri, 19 Dec 2025 13:10:01 -0700 Subject: [PATCH 073/199] add new foxintheloop/uptier server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 6f861bc1..7dc066f7 100644 --- a/README.md +++ b/README.md @@ -1244,6 +1244,7 @@ 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. - [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. +- [foxintheloop/UpTier](https://github.com/foxintheloop/UpTier) 📇 🏠 🪟 - Desktop task manager with clean To Do-style UI and 25+ MCP tools for prioritization, goal tracking, and multi-profile workflows. - [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. From d6f67e0e2ef66dd8eff60c0a4786ecbd0885df01 Mon Sep 17 00:00:00 2001 From: dev-mirzabicer Date: Sat, 20 Dec 2025 13:28:25 +0300 Subject: [PATCH 074/199] Add ticktick-sdk MCP server to README --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 6f861bc1..e292490c 100644 --- a/README.md +++ b/README.md @@ -1286,6 +1286,7 @@ Interact with Git repositories and version control platforms. Enables repository - [chrishayuk/mcp-cli](https://github.com/chrishayuk/mcp-cli) 🐍 🏠 - Yet another CLI tool for testing MCP servers - [danhilse/notion_mcp](https://github.com/danhilse/notion_mcp) 🐍 ☁️ - Integrates with Notion's API to manage personal todo lists - [danielkennedy1/pdf-tools-mcp](https://github.com/danielkennedy1/pdf-tools-mcp) 🐍 - PDF download, view & manipulation utilities. +- [dev-mirzabicer/ticktick-sdk](https://github.com/dev-mirzabicer/ticktick-sdk) 🐍 ☁️ - Comprehensive async Python SDK for [TickTick](https://ticktick.com/) with MCP server support. Features 45 tools for tasks, projects, tags, habits, focus/pomodoro sessions, and user analytics. - [dotemacs/domain-lookup-mcp](https://github.com/dotemacs/domain-lookup-mcp) 🏎️ - Domain name lookup service, first via [RDAP](https://en.wikipedia.org/wiki/Registration_Data_Access_Protocol) and then as a fallback via [WHOIS](https://en.wikipedia.org/wiki/WHOIS) - [ekkyarmandi/ticktick-mcp](https://github.com/ekkyarmandi/ticktick-mcp) 🐍 ☁️ - [TickTick](https://ticktick.com/) MCP server that integrates with TickTick's API to manage personal todo projects and the tasks. - [emicklei/mcp-log-proxy](https://github.com/emicklei/mcp-log-proxy) 🏎️ 🏠 - MCP server proxy that offers a Web UI to the full message flow From 879da95598d1e5371155366404ffb1dd1aa130ba Mon Sep 17 00:00:00 2001 From: Javier Date: Sat, 20 Dec 2025 17:10:28 +0100 Subject: [PATCH 075/199] feat: add Bitbucket and PostgreSQL MCP servers Add two new MCP servers: **Databases:** - JaviMaligno/postgres_mcp - PostgreSQL MCP server with 14 tools for querying, schema exploration, and table analysis. Features security-first design with SQL injection prevention and read-only by default. **Version Control:** - JaviMaligno/mcp-server-bitbucket - Bitbucket MCP server with 58 tools for repository management, PRs, pipelines, branches, commits, deployments, webhooks, tags, branch restrictions, and source browsing. --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 6f861bc1..8173c2c4 100644 --- a/README.md +++ b/README.md @@ -448,6 +448,7 @@ Secure database access with schema inspection capabilities. Enables querying and - [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 +- [JaviMaligno/postgres_mcp](https://github.com/JaviMaligno/postgres_mcp) 🐍 🏠 - PostgreSQL MCP server with 14 tools for querying, schema exploration, and table analysis. Features security-first design with SQL injection prevention and read-only by default. - [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 - [jparkerweb/mcp-sqlite](https://github.com/jparkerweb/mcp-sqlite) 📇 🏠 - Model Context Protocol (MCP) server that provides comprehensive SQLite database interaction capabilities. @@ -1232,6 +1233,7 @@ Interact with Git repositories and version control platforms. Enables repository - [ddukbg/github-enterprise-mcp](https://github.com/ddukbg/github-enterprise-mcp) 📇 ☁️ 🏠 - MCP server for GitHub Enterprise API integration - [gitea/gitea-mcp](https://gitea.com/gitea/gitea-mcp) 🎖️ 🏎️ ☁️ 🏠 🍎 🪟 🐧 - Interactive with Gitea instances with MCP. - [github/github-mcp-server](https://github.com/github/github-mcp-server) 📇 ☁️ - Official GitHub server for integration with repository management, PRs, issues, and more. +- [JaviMaligno/mcp-server-bitbucket](https://github.com/JaviMaligno/mcp-server-bitbucket) 🐍 ☁️ - Bitbucket MCP server with 58 tools for repository management, PRs, pipelines, branches, commits, deployments, webhooks, tags, branch restrictions, and source browsing. - [kaiyuanxiaobing/atomgit-mcp-server](https://github.com/kaiyuanxiaobing/atomgit-mcp-server) 📇 ☁️ - Official AtomGit server for integration with repository management, PRs, issues, branches, labels, and more. - [kopfrechner/gitlab-mr-mcp](https://github.com/kopfrechner/gitlab-mr-mcp) 📇 ☁️ - Interact seamlessly with issues and merge requests of your GitLab projects. - [modelcontextprotocol/server-git](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/git) 🐍 🏠 - Direct Git repository operations including reading, searching, and analyzing local repositories From b9eef840d19a0746667a90f0b97dae018f21820f Mon Sep 17 00:00:00 2001 From: Javier Date: Sat, 20 Dec 2025 21:05:44 +0100 Subject: [PATCH 076/199] Add Bitbucket and PostgreSQL MCP servers --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 6f861bc1..153ed4c3 100644 --- a/README.md +++ b/README.md @@ -447,6 +447,7 @@ Secure database access with schema inspection capabilities. Enables querying and - [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. +- [JaviMaligno/postgres_mcp](https://github.com/JaviMaligno/postgres_mcp) 🐍 🏠 - PostgreSQL MCP server with 14 tools for querying, schema exploration, and table analysis. Features security-first design with SQL injection prevention and read-only by default. - [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 @@ -1231,6 +1232,7 @@ Interact with Git repositories and version control platforms. Enables repository - [adhikasp/mcp-git-ingest](https://github.com/adhikasp/mcp-git-ingest) 🐍 🏠 - Read and analyze GitHub repositories with your LLM - [ddukbg/github-enterprise-mcp](https://github.com/ddukbg/github-enterprise-mcp) 📇 ☁️ 🏠 - MCP server for GitHub Enterprise API integration - [gitea/gitea-mcp](https://gitea.com/gitea/gitea-mcp) 🎖️ 🏎️ ☁️ 🏠 🍎 🪟 🐧 - Interactive with Gitea instances with MCP. +- [JaviMaligno/mcp-server-bitbucket](https://github.com/JaviMaligno/mcp-server-bitbucket) 🐍 ☁️ - Bitbucket MCP server with 58 tools for repository management, pull requests, pipelines, branches, commits, deployments, webhooks, tags, branch restrictions, and source browsing. - [github/github-mcp-server](https://github.com/github/github-mcp-server) 📇 ☁️ - Official GitHub server for integration with repository management, PRs, issues, and more. - [kaiyuanxiaobing/atomgit-mcp-server](https://github.com/kaiyuanxiaobing/atomgit-mcp-server) 📇 ☁️ - Official AtomGit server for integration with repository management, PRs, issues, branches, labels, and more. - [kopfrechner/gitlab-mr-mcp](https://github.com/kopfrechner/gitlab-mr-mcp) 📇 ☁️ - Interact seamlessly with issues and merge requests of your GitLab projects. From 2ea010494ebe4591d067740e1c0c3883f6b1258e Mon Sep 17 00:00:00 2001 From: spokV Date: Sun, 21 Dec 2025 00:12:28 +0200 Subject: [PATCH 077/199] Add Memora project link to README --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 6f861bc1..8bd4f121 100644 --- a/README.md +++ b/README.md @@ -920,6 +920,7 @@ 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. - [harrison/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. +- [agentic-mcp-tools/memora](https://github.com/agentic-mcp-tools/memora) 🐍 🏠 ☁️ - Persistent memory with knowledge graph visualization, semantic/hybrid search, cloud sync (S3/R2), and cross-session context management. ### ⚖️ Legal From c2c2795172ad30cae18444aef0f549d376f7fa70 Mon Sep 17 00:00:00 2001 From: bookerzhao Date: Mon, 22 Dec 2025 15:45:27 +0800 Subject: [PATCH 078/199] Add CloudBase AI ToolKit MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 8bd4f121..aaa5df28 100644 --- a/README.md +++ b/README.md @@ -278,6 +278,7 @@ Cloud platform service integration. Enables management and interaction with clou - [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. +- [TencentCloudBase/CloudBase-AI-ToolKit](https://github.com/TencentCloudBase/CloudBase-AI-ToolKit) 📇 ☁️ 🏠 🍎 🪟 🐧 - One-stop backend services for WeChat Mini-Programs and full-stack apps. Provides specialized MCP tools for serverless cloud functions, databases, and one-click deployment to production with China market access through WeChat ecosystem. - [trilogy-group/aws-pricing-mcp](https://github.com/trilogy-group/aws-pricing-mcp) 🏎️ ☁️/🏠 - Get up-to-date EC2 pricing information with one call. Fast. Powered by a pre-parsed AWS pricing catalogue. - [VmLia/books-mcp-server](https://github.com/VmLia/books-mcp-server) 📇 ☁️ - This is an MCP server used for querying books, and it can be applied in common MCP clients, such as Cherry Studio. - [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. From 1215ec8a9abca775eaf991ae7570b4e42ec2bade Mon Sep 17 00:00:00 2001 From: shuji narumi <71716610+shuji-bonji@users.noreply.github.com> Date: Mon, 22 Dec 2025 21:46:25 +0900 Subject: [PATCH 079/199] Add xcomet-mcp-server for translation quality evaluation Added xcomet-mcp-server link from translation tools section. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 8bd4f121..1fe2c3f9 100644 --- a/README.md +++ b/README.md @@ -1199,6 +1199,7 @@ Translation tools and services to enable AI assistants to translate content betw - [mmntm/weblate-mcp](https://github.com/mmntm/weblate-mcp) 📇 ☁️ - Comprehensive Model Context Protocol server for Weblate translation management, enabling AI assistants to perform translation tasks, project management, and content discovery with smart format transformations. - [translated/lara-mcp](https://github.com/translated/lara-mcp) 🎖️ 📇 ☁️ - MCP Server for Lara Translate API, enabling powerful translation capabilities with support for language detection and context-aware translations. +- [shuji-bonji/xcomet-mcp-server](https://github.com/shuji-bonji/xcomet-mcp-server) 📇 🏠 - Translation quality evaluation using xCOMET models. Provides quality scoring (0-1), error detection with severity levels (minor/major/critical), and optimized batch processing with 25x speedup. ### 🎧 Text-to-Speech From 65e1071930da2da964f78f38cf41987f1458ad21 Mon Sep 17 00:00:00 2001 From: T R Date: Mon, 22 Dec 2025 15:06:02 -0800 Subject: [PATCH 080/199] Add religa/multi-mcp to Coding Agents --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 8bd4f121..14cc9e48 100644 --- a/README.md +++ b/README.md @@ -312,6 +312,7 @@ Full coding agents that enable LLMs to read, edit, and execute code and solve ge - [micl2e2/code-to-tree](https://github.com/micl2e2/code-to-tree) 🌊 🏠 📟 🐧 🪟 🍎 - A single-binary MCP server that converts source code into AST, regardless of language. - [oraios/serena](https://github.com/oraios/serena) 🐍 🏠 - A fully-featured coding agent that relies on symbolic code operations by using language servers. - [pdavis68/RepoMapper](https://github.com.mcas.ms/pdavis68/RepoMapper) 🐧 🪟 🍎 - An MCP server (and command-line tool) to provide a dynamic map of chat-related files from the repository with their function prototypes and related files in order of relevance. Based on the "Repo Map" functionality in Aider.chat +- [religa/multi-mcp](https://github.com/religa/multi_mcp) 🐍 🍎 🪟 🐧 - Parallel multi-model code review, security analysis, and AI debate with ChatGPT, Claude, and Gemini. Orchestrates multiple LLMs for compare, consensus, and OWASP Top 10 security checks. - [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. - [sim-xia/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. - [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. From 5672d23e7e8d0461b8b238d87454c7d2cc359545 Mon Sep 17 00:00:00 2001 From: leebellon Date: Tue, 23 Dec 2025 17:45:48 -0600 Subject: [PATCH 081/199] Update README.md Add Wishfinity +W universal wishlist MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 8bd4f121..cc180c97 100644 --- a/README.md +++ b/README.md @@ -1377,6 +1377,7 @@ Interact with Git repositories and version control platforms. Enables repository - [ujisati/anki-mcp](https://github.com/ujisati/anki-mcp) 🐍 🏠 - Manage your Anki collection with AnkiConnect & MCP - [UnitVectorY-Labs/mcp-graphql-forge](https://github.com/UnitVectorY-Labs/mcp-graphql-forge) 🏎️ ☁️ 🍎 🪟 🐧 - A lightweight, configuration-driven MCP server that exposes curated GraphQL queries as modular tools, enabling intentional API interactions from your agents. - [wanaku-ai/wanaku](https://github.com/wanaku-ai/wanaku) - ☁️ 🏠 The Wanaku MCP Router is a SSE-based MCP server that provides an extensible routing engine that allows integrating your enterprise systems with AI agents. +- [wishfinity/wishfinity-mcp-plusw](https://github.com/wishfinity/wishfinity-mcp-plusw) 📇 ☁️ 🏠 - Universal wishlist for AI shopping experiences. Save any product URL from any store to a wishlist. Works with Claude, ChatGPT, LangChain, n8n, and any MCP client. - [wong2/mcp-cli](https://github.com/wong2/mcp-cli) 📇 🏠 - CLI tool for testing MCP servers - [ws-mcp](https://github.com/nick1udwig/ws-mcp) - Wrap MCP servers with a WebSocket (for use with [kitbitz](https://github.com/nick1udwig/kibitz)) - [yuna0x0/hackmd-mcp](https://github.com/yuna0x0/hackmd-mcp) 📇 ☁️ - Allows AI models to interact with [HackMD](https://hackmd.io) From b3f6b56e5157abd8573b6462bd8cba76f501b71e Mon Sep 17 00:00:00 2001 From: dmitry degrave Date: Wed, 24 Dec 2025 19:01:50 +1100 Subject: [PATCH 082/199] Update: new repo for 1000 Genomes Project dataset MCP server --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 8bd4f121..49d1f9d5 100644 --- a/README.md +++ b/README.md @@ -190,7 +190,7 @@ Design and visualize software architecture, system diagrams, and technical docum ### Biology, Medicine and Bioinformatics -- [dnaerys/onekgp-mcp](https://github.com/dnaerys/onekgp-mcp) ☕ ☁️ - natural language access to 1000 Genomes Project dataset +- [dnaerys/onekgpd-mcp](https://github.com/dnaerys/onekgpd-mcp) ☕ ☁️ 🍎 🪟 🐧- real-time access to 1000 Genomes Project dataset - [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. From a18c416f794f1000aa67a6271910dfc7fdcfc8eb Mon Sep 17 00:00:00 2001 From: cryptosquanch Date: Wed, 24 Dec 2025 17:33:12 +0300 Subject: [PATCH 083/199] Add legends-mcp - Chat with legendary founders & investors --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 8bd4f121..4be6d7c9 100644 --- a/README.md +++ b/README.md @@ -892,6 +892,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [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. - [contextstream/mcp-server](https://www.npmjs.com/package/@contextstream/mcp-server) 📇 ☁️ 🍎 🪟 🐧 - Universal persistent memory for AI coding tools. Semantic code search, knowledge graphs, impact analysis, decision tracking, and 60+ MCP tools. Works across Cursor, Claude Code, Windsurf, and any MCP client. +- [cryptosquanch/legends-mcp](https://github.com/cryptosquanch/legends-mcp) 📇 🏠 🍎 🪟 🐧 - Chat with 36 legendary founders & investors (Elon Musk, Warren Buffett, Steve Jobs, CZ). AI personas with authentic voices, frameworks, and principles. No API key required. - [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. From ef14a2bc1f359f56e475769dd81a7560c4d11b37 Mon Sep 17 00:00:00 2001 From: Phuong Date: Thu, 25 Dec 2025 17:26:43 +0700 Subject: [PATCH 084/199] Add Code Guardian Studio to Developer Tools section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 8bd4f121..99cb06ca 100644 --- a/README.md +++ b/README.md @@ -709,6 +709,7 @@ 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/). - [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. - [phisanti/MCPR](https://github.com/phisanti/MCPR) 🏠 🍎 🪟 🐧 - Model Context Protocol for R: enables AI agents to participate in interactive live R sessions. +- [phuongrealmax/code-guardian](https://github.com/phuongrealmax/code-guardian) 📇 🏠 - AI-powered code refactor engine with 80+ MCP tools for code analysis, hotspot detection, complexity metrics, persistent memory, and automated refactoring plans. - [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 bfe0862406020554dc80db60cf2fe333fa882e61 Mon Sep 17 00:00:00 2001 From: Olga Safonova Date: Fri, 26 Dec 2025 19:48:16 +0100 Subject: [PATCH 085/199] Add mediawiki-mcp-server to Knowledge & Memory section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 8bd4f121..d1496bec 100644 --- a/README.md +++ b/README.md @@ -905,6 +905,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [modelcontextprotocol/server-memory](https://github.com/modelcontextprotocol/servers-archived/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. - [nonatofabio/local-faiss-mcp](https://github.com/nonatofabio/local_faiss_mcp) 🐍 🏠 🍎 🐧 - Local FAISS vector database for RAG with document ingestion (PDF/TXT/MD/DOCX), semantic search, re-ranking, and CLI tools for indexing and querying +- [olgasafonova/mediawiki-mcp-server](https://github.com/olgasafonova/mediawiki-mcp-server) 🏎️ ☁️ 🏠 🍎 🪟 🐧 - Connect to any MediaWiki wiki (Wikipedia, Fandom, corporate wikis). 33+ tools for search, read, edit, link analysis, revision history, and Markdown conversion. Supports stdio and HTTP transport. - [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. From 00931822a3eb0957523ef1a3464dd49ec239482d Mon Sep 17 00:00:00 2001 From: Valeriy_Pavlovich Date: Sat, 27 Dec 2025 06:56:19 +0300 Subject: [PATCH 086/199] docs: add media-gen-mcp server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 62453ec1..a65bb2ec 100644 --- a/README.md +++ b/README.md @@ -892,6 +892,7 @@ 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 +- [strato-space/media-gen-mcp](https://github.com/strato-space/media-gen-mcp) 📇 ☁️ 🏠 - TypeScript MCP server for OpenAI Images/Videos and Google GenAI (Veo) media generation, editing, and asset downloads. - [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. From 7007086314c362532396910185d01a15f2319f84 Mon Sep 17 00:00:00 2001 From: Azhar Zaman Date: Sat, 27 Dec 2025 09:31:11 +0500 Subject: [PATCH 087/199] Fix spelling of 'built-in' in README.md Corrected the spelling of 'built-in' in the description of the openai-websearch-mcp project. --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 8bd4f121..94786cec 100644 --- a/README.md +++ b/README.md @@ -1033,7 +1033,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [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. +- [ConechoAI/openai-websearch-mcp](https://github.com/ConechoAI/openai-websearch-mcp/) 🐍 🏠 ☁️ - This is a Python-based MCP server that provides OpenAI `web_search` built-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. - [dealx/mcp-server](https://github.com/DealExpress/mcp-server) ☁️ - MCP Server for DealX platform From 437849474462c75494d43e174be76127e877b4af Mon Sep 17 00:00:00 2001 From: Doruk Ardahan Date: Sat, 27 Dec 2025 11:39:43 +0300 Subject: [PATCH 088/199] Add domain-search-mcp to Search & Data Extraction --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 8bd4f121..3d9bf8a1 100644 --- a/README.md +++ b/README.md @@ -1104,6 +1104,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [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. +- [dorukardahan/domain-search-mcp](https://github.com/dorukardahan/domain-search-mcp) 📇 ☁️ - Fast domain availability aggregator with pricing. Checks Porkbun, Namecheap, GoDaddy, RDAP & WHOIS. Includes bulk search, registrar comparison, AI-powered suggestions, and social media handle checking. ### 🔒 Security From f2fac20fadbe4a03f3cf018895db4a7b9825537b Mon Sep 17 00:00:00 2001 From: Crawleo Date: Sat, 27 Dec 2025 14:36:08 +0200 Subject: [PATCH 089/199] Update README.md Add Crawleo --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 8bd4f121..8cb65645 100644 --- a/README.md +++ b/README.md @@ -1091,6 +1091,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [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 - [tinyfish-io/agentql-mcp](https://github.com/tinyfish-io/agentql-mcp) 🎖️ 📇 ☁️ - MCP server that provides [AgentQL](https://agentql.com)'s data extraction capabilities. +- [Crawleo/Crawleo-MCP](https://github.com/Crawleo/Crawleo-MCP) ☁️ 🐍 – Crawleo search & Crawling API - [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. From a3e0336988e9ea7f97c9a26ebd20106768aeba0e Mon Sep 17 00:00:00 2001 From: Crawleo Date: Sat, 27 Dec 2025 14:38:55 +0200 Subject: [PATCH 090/199] Adding Crawleo.dev Service --- README-fa-ir.md | 1 + README-ja.md | 1 + README-ko.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-fa-ir.md b/README-fa-ir.md index 6b660e11..c961e5e3 100644 --- a/README-fa-ir.md +++ b/README-fa-ir.md @@ -945,6 +945,7 @@ - [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. +- [Crawleo/Crawleo-MCP](https://github.com/Crawleo/Crawleo-MCP) ☁️ 🐍 – Crawleo Search & Crawl API - [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. diff --git a/README-ja.md b/README-ja.md index 0d06e6f0..4ca7a5bb 100644 --- a/README-ja.md +++ b/README-ja.md @@ -497,6 +497,7 @@ aliyun/alibabacloud-tablestore-mcp-server ☕ 🐍 ☁️ - 阿里云表格存 - [theishangoswami/exa-mcp-server](https://github.com/theishangoswami/exa-mcp-server) 📇 ☁️ - Exa AI検索API - [exa-labs/exa-mcp-server](https://github.com/exa-labs/exa-mcp-server) 🎖️ 📇 ☁️ – モデルコンテキストプロトコル（MCP）サーバーは、ClaudeなどのAIアシスタントがExa AI検索APIを使用してWeb検索を行うことを可能にします。この設定により、AIモデルは安全かつ制御された方法でリアルタイムのWeb情報を取得できます。 - [fatwang2/search1api-mcp](https://github.com/fatwang2/search1api-mcp) 📇 ☁️ - search1apiを介した検索（有料APIキーが必要） +- [Crawleo/Crawleo-MCP](https://github.com/Crawleo/Crawleo-MCP) ☁️ 🐍 – Crawleo Search & Crawl API - [Tomatio13/mcp-server-tavily](https://github.com/Tomatio13/mcp-server-tavily) ☁️ 🐍 – Tavily AI検索API - [blazickjp/arxiv-mcp-server](https://github.com/blazickjp/arxiv-mcp-server) ☁️ 🐍 - ArXiv研究論文を検索 - [mzxrai/mcp-webresearch](https://github.com/mzxrai/mcp-webresearch) 🔍📚 - Googleを検索し、任意のトピックに関する深いWebリサーチを行う diff --git a/README-ko.md b/README-ko.md index ca887f83..88949fc0 100644 --- a/README-ko.md +++ b/README-ko.md @@ -451,6 +451,7 @@ - [DappierAI/dappier-mcp](https://github.com/DappierAI/dappier-mcp) 🐍 ☁️ - Dappier MCP 서버는 신뢰할 수 있는 미디어 브랜드의 뉴스, 금융 시장, 스포츠, 엔터테인먼트, 날씨 등의 프리미엄 데이터와 빠르고 무료인 실시간 웹 검색 기능을 AI 에이전트에 제공합니다. - [exa-labs/exa-mcp-server](https://github.com/exa-labs/exa-mcp-server) 🎖️ 📇 ☁️ – 모델 컨텍스트 프로토콜(MCP) 서버는 Claude와 같은 AI 어시스턴트가 웹 검색을 위해 Exa AI 검색 API를 사용할 수 있게 합니다. 이 설정은 AI 모델이 안전하고 통제된 방식으로 실시간 웹 정보를 얻을 수 있도록 합니다. - [fatwang2/search1api-mcp](https://github.com/fatwang2/search1api-mcp) 📇 ☁️ - search1api를 통한 검색 (유료 API 키 필요) +- [Crawleo/Crawleo-MCP](https://github.com/Crawleo/Crawleo-MCP) ☁️ 🐍 – Crawleo Search & Crawl API - [Tomatio13/mcp-server-tavily](https://github.com/Tomatio13/mcp-server-tavily) ☁️ 🐍 – Tavily AI 검색 API - [kshern/mcp-tavily](https://github.com/kshern/mcp-tavily.git) ☁️ 📇 – Tavily AI 검색 API - [blazickjp/arxiv-mcp-server](https://github.com/blazickjp/arxiv-mcp-server) ☁️ 🐍 - ArXiv 연구 논문 검색 diff --git a/README-th.md b/README-th.md index 4ace0cba..615ac63f 100644 --- a/README-th.md +++ b/README-th.md @@ -507,6 +507,7 @@ - [Ihor-Sokoliuk/MCP-SearXNG](https://github.com/ihor-sokoliuk/mcp-searxng) 📇 🏠/☁️ - เซิร์ฟเวอร์ Model Context Protocol สำหรับ [SearXNG](https://docs.searxng.org) - [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 +- [Crawleo/Crawleo-MCP](https://github.com/Crawleo/Crawleo-MCP) ☁️ 🐍 – Crawleo Search & Crawl API - [kshern/mcp-tavily](https://github.com/kshern/mcp-tavily.git) ☁️ 📇 – API การค้นหา AI ของ Tavily - [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-archived/tree/main/src/fetch) 🐍 🏠 ☁️ - การดึงและประมวลผลเนื้อหาเว็บอย่างมีประสิทธิภาพสำหรับการบริโภคของ AI diff --git a/README-zh.md b/README-zh.md index dddd5a2d..7a2d8242 100644 --- a/README-zh.md +++ b/README-zh.md @@ -487,6 +487,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和 - [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） +- [Crawleo/Crawleo-MCP](https://github.com/Crawleo/Crawleo-MCP) ☁️ 🐍 – Crawleo Search & Crawl API - [Tomatio13/mcp-server-tavily](https://github.com/Tomatio13/mcp-server-tavily) ☁️ 🐍 – Tavily AI 搜索 API - [kshern/mcp-tavily](https://github.com/kshern/mcp-tavily.git) ☁️ 📇 – Tavily AI 搜索 API - [blazickjp/arxiv-mcp-server](https://github.com/blazickjp/arxiv-mcp-server) ☁️ 🐍 - 搜索 ArXiv 研究论文 diff --git a/README-zh_TW.md b/README-zh_TW.md index 5441c91d..dd2b865c 100644 --- a/README-zh_TW.md +++ b/README-zh_TW.md @@ -396,6 +396,7 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和 - [ac3xx/mcp-servers-kagi](https://github.com/ac3xx/mcp-servers-kagi) 📇 ☁️ - Kagi 搜尋 API 集成 - [exa-labs/exa-mcp-server](https://github.com/exa-labs/exa-mcp-server) 🎖️ 📇 ☁️ – 模型上下文協議 (MCP) 伺服器讓 Claude 等 AI 助手可以使用 Exa AI Search API 進行網路搜尋。此設置允許 AI 模型以安全且可控的方式獲取即時網路資訊。 - [fatwang2/search1api-mcp](https://github.com/fatwang2/search1api-mcp) 📇 ☁️ - 通過 search1api 搜尋（需要付費 API 金鑰） +- [Crawleo/Crawleo-MCP](https://github.com/Crawleo/Crawleo-MCP) ☁️ 🐍 – Crawleo Search & Crawl API - [Tomatio13/mcp-server-tavily](https://github.com/Tomatio13/mcp-server-tavily) ☁️ 🐍 – Tavily AI 搜尋 API - [kshern/mcp-tavily](https://github.com/kshern/mcp-tavily.git) ☁️ 📇 – Tavily AI 搜尋 API - [blazickjp/arxiv-mcp-server](https://github.com/blazickjp/arxiv-mcp-server) ☁️ 🐍 - 搜尋 ArXiv 研究論文 diff --git a/README.md b/README.md index 8cb65645..4f06b93a 100644 --- a/README.md +++ b/README.md @@ -1058,6 +1058,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [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. +- [Crawleo/Crawleo-MCP](https://github.com/Crawleo/Crawleo-MCP) ☁️ 🐍 – Crawleo Search & Crawl API - [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 33dc809eb865c3a1bf243d464cd34398d6456d53 Mon Sep 17 00:00:00 2001 From: Ali Afsahnoudeh Date: Sat, 27 Dec 2025 14:14:37 +0100 Subject: [PATCH 091/199] add new Shahnameh server --- README-fa-ir.md | 1 + README.md | 1 + 2 files changed, 2 insertions(+) diff --git a/README-fa-ir.md b/README-fa-ir.md index 6b660e11..a1d00e5e 100644 --- a/README-fa-ir.md +++ b/README-fa-ir.md @@ -150,6 +150,7 @@ - [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 +- [aliafsahnoudeh/shahnameh-mcp-server](https://github.com/aliafsahnoudeh/shahnameh-mcp-server) 🐍 - یک ام سی پی سرور برای دسترسی به بخش ها و اشعار و توضیحات شاهنامه فردوسی حماسه بزرگ فارسی - [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 diff --git a/README.md b/README.md index 8bd4f121..9f849581 100644 --- a/README.md +++ b/README.md @@ -161,6 +161,7 @@ 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 +- [aliafsahnoudeh/shahnameh-mcp-server](https://github.com/aliafsahnoudeh/shahnameh-mcp-server) 🐍 - MCP server for accessing the Shahnameh (Book of Kings) Persian epic poem by Ferdowsi, including sections, verses and explanations. - [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 763e59acd8fda4fe463589918e85b248c7ecd8a5 Mon Sep 17 00:00:00 2001 From: Ali Afsahnoudeh Date: Sat, 27 Dec 2025 14:27:20 +0100 Subject: [PATCH 092/199] Add new wildfire MCP server --- README-fa-ir.md | 7 +++++++ README.md | 7 +++++++ 2 files changed, 14 insertions(+) diff --git a/README-fa-ir.md b/README-fa-ir.md index 6b660e11..1943ca06 100644 --- a/README-fa-ir.md +++ b/README-fa-ir.md @@ -94,6 +94,7 @@ * 🛠️ - [ابزارهای توسعه‌دهنده](#developer-tools) * 🧮 - [ابزارهای علم داده](#data-science-tools) * 📟 - [سیستم تعبیه‌شده](#embedded-system) +* 🌳 - [زیست بوم و طبیعت](#environment-and-nature) * 📂 - [سیستم‌های فایل](#file-systems) * 💰 - [مالی و فین‌تک](#finance--fintech) * 🎮 - [بازی](#gaming) @@ -656,6 +657,12 @@ - [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. +### 🌳 زیست بوم و طبیعت + +دسترسی به داده‌های محیطی و ابزارها، خدمات و اطلاعات مرتبط با طبیعت را فراهم می‌کند. + +- [aliafsahnoudeh/wildfire-mcp-server](https://github.com/aliafsahnoudeh/wildfire-mcp-server) 🐍 ☁️ 🍎 🪟 🐧 - ،یک ام سی پی سرور برای شناسایی، نظارت و تحلیل آتش‌سوزی‌های احتمالی در سراسر جهان با استفاده از منابع داده متعدد از جمله NASA FIRMS، OpenWeatherMap و Google Earth Engine. + ### 📂 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. diff --git a/README.md b/README.md index 8bd4f121..5c8fbe37 100644 --- a/README.md +++ b/README.md @@ -97,6 +97,7 @@ Checkout [awesome-mcp-clients](https://github.com/punkpeye/awesome-mcp-clients/) * 🛠️ - [Developer Tools](#developer-tools) * 🧮 - [Data Science Tools](#data-science-tools) * 📟 - [Embedded system](#embedded-system) +* 🌳 - [Environment & Nature](#environment-and-nature) * 📂 - [File Systems](#file-systems) * 💰 - [Finance & Fintech](#finance--fintech) * 🎮 - [Gaming](#gaming) @@ -724,6 +725,12 @@ Provides access to documentation and shortcuts for working on embedded devices. - [stack-chan/stack-chan](https://github.com/stack-chan/stack-chan) 📇 📟 - A JavaScript-driven M5Stack-embedded super-kawaii robot with MCP server functionality for AI-controlled interactions and emotions. - [yoelbassin/gnuradioMCP](https://github.com/yoelbassin/gnuradioMCP) 🐍 📟 🏠 - An MCP server for GNU Radio that enables LLMs to autonomously create and modify RF `.grc` flowcharts. +### 🌳 Environment & Nature + +Provides access to environmental data and nature-related tools, services and information. + +- [aliafsahnoudeh/wildfire-mcp-server](https://github.com/aliafsahnoudeh/wildfire-mcp-server) 🐍 ☁️ 🍎 🪟 🐧 - MCP server for detecting, monitoring, and analyzing potential wildfires globally using multiple data sources including NASA FIRMS, OpenWeatherMap, and Google Earth Engine. + ### 📂 File Systems Provides direct access to local file systems with configurable permissions. Enables AI models to read, write, and manage files within specified directories. From db7cd4241d4bc442b925c7b69d70344cb283e88f Mon Sep 17 00:00:00 2001 From: Ali Afsahnoudeh Date: Sat, 27 Dec 2025 14:30:26 +0100 Subject: [PATCH 093/199] update shahnameh mcp server legends --- README-fa-ir.md | 2 +- README.md | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/README-fa-ir.md b/README-fa-ir.md index a1d00e5e..d836a2b6 100644 --- a/README-fa-ir.md +++ b/README-fa-ir.md @@ -150,7 +150,7 @@ - [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 -- [aliafsahnoudeh/shahnameh-mcp-server](https://github.com/aliafsahnoudeh/shahnameh-mcp-server) 🐍 - یک ام سی پی سرور برای دسترسی به بخش ها و اشعار و توضیحات شاهنامه فردوسی حماسه بزرگ فارسی +- [aliafsahnoudeh/shahnameh-mcp-server](https://github.com/aliafsahnoudeh/shahnameh-mcp-server) 🐍 🏠 🍎 🪟 🐧 - یک ام سی پی سرور برای دسترسی به بخش ها و اشعار و توضیحات شاهنامه فردوسی حماسه بزرگ فارسی - [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 diff --git a/README.md b/README.md index 9f849581..027173a2 100644 --- a/README.md +++ b/README.md @@ -161,7 +161,7 @@ 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 -- [aliafsahnoudeh/shahnameh-mcp-server](https://github.com/aliafsahnoudeh/shahnameh-mcp-server) 🐍 - MCP server for accessing the Shahnameh (Book of Kings) Persian epic poem by Ferdowsi, including sections, verses and explanations. +- [aliafsahnoudeh/shahnameh-mcp-server](https://github.com/aliafsahnoudeh/shahnameh-mcp-server) 🐍 🏠 🍎 🪟 🐧 - MCP server for accessing the Shahnameh (Book of Kings) Persian epic poem by Ferdowsi, including sections, verses and explanations. - [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 66338b54e907a21d6d6c8a695e95fbcb42cad4fc Mon Sep 17 00:00:00 2001 From: Your Name Date: Sat, 27 Dec 2025 16:16:46 +0100 Subject: [PATCH 094/199] Add Primordia - AI agent economic settlement --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 4f06b93a..aa33d321 100644 --- a/README.md +++ b/README.md @@ -747,6 +747,7 @@ 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. +- [oerc-s/primordia](https://github.com/oerc-s/primordia) 📇 ☁️ - AI agent economic settlement. Verify receipts, emit meters (FREE). Net settlements, credit lines, audit-grade balance sheets (PAID/402). - [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 288a0e1f744ad433852ef9af2afbaf5c4916e041 Mon Sep 17 00:00:00 2001 From: arvindand Date: Sat, 27 Dec 2025 22:25:57 +0100 Subject: [PATCH 095/199] Add Maven Tools MCP Server --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 4f06b93a..3ea8e8da 100644 --- a/README.md +++ b/README.md @@ -534,7 +534,7 @@ 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) +- [arvindand/maven-tools-mcp](https://github.com/arvindand/maven-tools-mcp) ☕ ☁️ 🏠 🍎 🪟 🐧 - Universal Maven Central dependency intelligence for JVM build tools (Maven, Gradle, SBT, Mill). Features bulk operations, version comparison, stability filtering, dependency age analysis, release patterns, and Context7 integration for upgrade guidance. - [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. From 35bf4847eaf989011fc2d1d7931f2fc6788aaa21 Mon Sep 17 00:00:00 2001 From: arvindand Date: Sat, 27 Dec 2025 22:31:41 +0100 Subject: [PATCH 096/199] Add wyattjoh/jsr-mcp in correct alphabetical position --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 3ea8e8da..929972b9 100644 --- a/README.md +++ b/README.md @@ -666,6 +666,7 @@ Tools and integrations that enhance the development workflow and environment man - [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 +- [wyattjoh/jsr-mcp](https://github.com/wyattjoh/jsr-mcp) 📇 ☁️ - Model Context Protocol server for the JSR (JavaScript Registry) - [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 e6d0579ffff54c7e79050b42b593140ace1fea7e Mon Sep 17 00:00:00 2001 From: Hokuto Shimura Date: Sun, 28 Dec 2025 10:58:40 -0600 Subject: [PATCH 097/199] Add stooq-mcp to Finance & Fintech --- README-fa-ir.md | 1 + 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 + 8 files changed, 8 insertions(+) diff --git a/README-fa-ir.md b/README-fa-ir.md index c961e5e3..0867c9e1 100644 --- a/README-fa-ir.md +++ b/README-fa-ir.md @@ -701,6 +701,7 @@ - [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 +- [hoqqun/stooq-mcp](https://github.com/hoqqun/stooq-mcp) 🦀 ☁️ - دریافت قیمت‌های لحظه‌ای سهام از Stooq بدون نیاز به کلید API. پشتیبانی از بازارهای جهانی (آمریکا، ژاپن، انگلستان، آلمان). - [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 diff --git a/README-ja.md b/README-ja.md index 4ca7a5bb..8881353e 100644 --- a/README-ja.md +++ b/README-ja.md @@ -365,6 +365,7 @@ aliyun/alibabacloud-tablestore-mcp-server ☕ 🐍 ☁️ - 阿里云表格存 - [fatwang2/coinbase-mcp](https://github.com/fatwang2/coinbase-mcp) 📇 ☁️ - Coinbase Advanced Trade APIとの統合 - [fatwang2/robinhood-mcp](https://github.com/fatwang2/robinhood-mcp) 📇 ☁️ - Robinhood取引プラットフォームとの統合 - [HuggingAGI/mcp-baostock-server](https://github.com/HuggingAGI/mcp-baostock-server) 🐍 ☁️ - baostockに基づくMCPサーバーで、中国株式市場データへのアクセスと分析機能を提供 +- [hoqqun/stooq-mcp](https://github.com/hoqqun/stooq-mcp) 🦀 ☁️ - APIキー不要でStooqからリアルタイム株価を取得。グローバル市場（米国、日本、英国、ドイツ）をサポート。 - [jarvis2f/polygon-mcp](https://github.com/jarvis2f/polygon-mcp) 🐍 ☁️ - Polygon.io金融市場データAPIへのアクセス - [kukapay/dune-analytics-mcp](https://github.com/kukapay/dune-analytics-mcp) 🐍 ☁️ - AIエージェントにDune Analyticsデータを橋渡しするMCPサーバー - [kukapay/etf-flow-mcp](https://github.com/kukapay/etf-flow-mcp) 🐍 ☁️ - 暗号通貨ETFフローデータを提供してAIエージェントの意思決定を支援 diff --git a/README-ko.md b/README-ko.md index 88949fc0..3b1f02fa 100644 --- a/README-ko.md +++ b/README-ko.md @@ -350,6 +350,7 @@ 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. +- [hoqqun/stooq-mcp](https://github.com/hoqqun/stooq-mcp) 🦀 ☁️ - API 키 없이 Stooq에서 실시간 주식 가격을 가져옵니다. 글로벌 시장(미국, 일본, 영국, 독일)을 지원합니다. - [@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 diff --git a/README-pt_BR.md b/README-pt_BR.md index 31dcd780..db8fa3d2 100644 --- a/README-pt_BR.md +++ b/README-pt_BR.md @@ -341,6 +341,7 @@ Acesso a dados financeiros e ferramentas de análise. Permite que modelos de IA - [bankless/onchain-mcp](https://github.com/Bankless/onchain-mcp/) 📇 ☁️ - API Bankless Onchain para interagir com contratos inteligentes, consultar informações de transações e tokens - [base/base-mcp](https://github.com/base/base-mcp) 🎖️ 📇 ☁️ - Integração com a Rede Base para ferramentas onchain, permitindo interação com a Rede Base e API Coinbase para gerenciamento de carteiras, transferências de fundos, contratos inteligentes e operações DeFi - [berlinbra/alpha-vantage-mcp](https://github.com/berlinbra/alpha-vantage-mcp) 🐍 ☁️ - Integração com a API Alpha Vantage para buscar informações tanto de ações quanto de criptomoedas +- [hoqqun/stooq-mcp](https://github.com/hoqqun/stooq-mcp) 🦀 ☁️ - Obtenha preços de ações em tempo real do Stooq sem chaves de API. Suporta mercados globais (EUA, Japão, Reino Unido, Alemanha). - [ahnlabio/bicscan-mcp](https://github.com/ahnlabio/bicscan-mcp) 🎖️ 🐍 ☁️ - Pontuação de risco / participações de ativos de endereço de blockchain EVM (EOA, CA, ENS) e até mesmo nomes de domínio. - [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/). diff --git a/README-th.md b/README-th.md index 615ac63f..c064d1a0 100644 --- a/README-th.md +++ b/README-th.md @@ -384,6 +384,7 @@ - [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 +- [hoqqun/stooq-mcp](https://github.com/hoqqun/stooq-mcp) 🦀 ☁️ - ดึงราคาหุ้นแบบเรียลไทม์จาก Stooq โดยไม่ต้องใช้ API key รองรับตลาดทั่วโลก (สหรัฐอเมริกา, ญี่ปุ่น, สหราชอาณาจักร, เยอรมนี) - [@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 diff --git a/README-zh.md b/README-zh.md index 7a2d8242..b70b65f1 100644 --- a/README-zh.md +++ b/README-zh.md @@ -380,6 +380,7 @@ 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 +- [hoqqun/stooq-mcp](https://github.com/hoqqun/stooq-mcp) 🦀 ☁️ - 无需API密钥即可从Stooq获取实时股票价格。支持全球市场（美国、日本、英国、德国）。 - [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 diff --git a/README-zh_TW.md b/README-zh_TW.md index dd2b865c..1965e73d 100644 --- a/README-zh_TW.md +++ b/README-zh_TW.md @@ -320,6 +320,7 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和 - [longportapp/openapi](https://github.com/longportapp/openapi/tree/main/mcp) - 🐍 ☁️ - LongPort OpenAPI 提供港美股等市場的股票即時行情數據，通過 MCP 提供 AI 接入分析、交易能力。 - [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。 +- [hoqqun/stooq-mcp](https://github.com/hoqqun/stooq-mcp) 🦀 ☁️ - 無需API金鑰即可從Stooq獲取即時股票價格。支援全球市場（美國、日本、英國、德國）。 - [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。 diff --git a/README.md b/README.md index 4f06b93a..d824e8ab 100644 --- a/README.md +++ b/README.md @@ -771,6 +771,7 @@ 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 +- [hoqqun/stooq-mcp](https://github.com/hoqqun/stooq-mcp) 🦀 ☁️ - Fetch real-time stock prices from Stooq without API keys. Supports global markets (US, Japan, UK, Germany). - [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. From 749e39838d6359afa82f349d7556b7e1769a0600 Mon Sep 17 00:00:00 2001 From: viperjuice Date: Sun, 28 Dec 2025 20:11:22 -0500 Subject: [PATCH 098/199] Add ViperJuice/mcp-gateway to Aggregators section MCP Gateway is a meta-server for minimal Claude Code tool bloat with progressive disclosure and dynamic server provisioning: - Exposes only 9 stable meta-tools (not underlying tools) - Auto-starts Playwright and Context7 with no configuration - Dynamically provisions 25+ MCP servers on-demand from manifest - Returns compact capability cards first, detailed schemas on request - Enforces output size caps and optional secret redaction PyPI: https://pypi.org/project/gateway-mcp/ --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 4f06b93a..c5ec5c46 100644 --- a/README.md +++ b/README.md @@ -144,6 +144,7 @@ Servers for accessing many apps and tools through a single MCP server. - [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. +- [ViperJuice/mcp-gateway](https://github.com/ViperJuice/mcp-gateway) 🐍 🏠 🍎 🪟 🐧 - A meta-server for minimal Claude Code tool bloat with progressive disclosure and dynamic server provisioning. Exposes 9 stable meta-tools, auto-starts Playwright and Context7, and can dynamically provision 25+ MCP servers on-demand from a curated manifest. - [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. From 5204c8bafda3e3a1d2e026f230e36e6a658f0362 Mon Sep 17 00:00:00 2001 From: 0xghostcasper Date: Mon, 29 Dec 2025 21:06:54 +0200 Subject: [PATCH 099/199] Add ScrapeBadger MCP server ScrapeBadger is an MCP server that provides access to Twitter/X data including user profiles, tweets, followers, trends, lists, and communities. - Published on PyPI: https://pypi.org/project/scrapebadger-mcp/ - Listed on MCP Registry --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 4f06b93a..0a5308d0 100644 --- a/README.md +++ b/README.md @@ -1169,6 +1169,7 @@ Integration with social media platforms to allow posting, analytics, and interac - [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. +- [scrape-badger/scrapebadger-mcp](https://github.com/scrape-badger/scrapebadger-mcp) 🐍 ☁️ - Access Twitter/X data including user profiles, tweets, followers, trends, lists, and communities via the ScrapeBadger API. ### 🏃 Sports From 7707b7644002a4bdd84a8b16f5de867d89954e46 Mon Sep 17 00:00:00 2001 From: Team Trayd Date: Mon, 29 Dec 2025 23:47:02 -0500 Subject: [PATCH 100/199] Add Trayd MCP server to Finance & Fintech --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 4f06b93a..d579ec99 100644 --- a/README.md +++ b/README.md @@ -852,6 +852,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [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. +- [trayders/trayd-mcp](https://github.com/trayders/trayd-mcp) 🐍 ☁️ - Trade Robinhood through natural language. Portfolio analysis, real-time quotes, and order execution via Claude Code. - [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. From c6dc7d77280644cfda5a63e983980cc41eddb4dd Mon Sep 17 00:00:00 2001 From: Olga Safonova Date: Tue, 30 Dec 2025 21:14:25 +0100 Subject: [PATCH 101/199] Add productplan-mcp-server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 4f06b93a..a6201837 100644 --- a/README.md +++ b/README.md @@ -1342,6 +1342,7 @@ Interact with Git repositories and version control platforms. Enables repository - [NON906/omniparser-autogui-mcp](https://github.com/NON906/omniparser-autogui-mcp) - 🐍 Automatic operation of on-screen GUI. - [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) +- [olgasafonova/productplan-mcp-server](https://github.com/olgasafonova/productplan-mcp-server) 🏎️ ☁️ - Query ProductPlan roadmaps. Access OKRs, ideas, launches, and timeline data. - [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 From c0fdf218be8637beab7fc4603e4271d67e8af280 Mon Sep 17 00:00:00 2001 From: Serhii Vasylenko Date: Tue, 30 Dec 2025 22:41:10 +0100 Subject: [PATCH 102/199] Add Bear Notes MCP server to Workplace & Productivity Bear Notes extension provides full CRUD operations for the Bear Notes app (macOS): - Search notes by text, tags, and date ranges - Read note content including OCR from images/PDFs - Create notes with markdown and tags - Add text and files to existing notes - Tag management and organization Local-only architecture with complete privacy. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 4f06b93a..034a6362 100644 --- a/README.md +++ b/README.md @@ -1255,6 +1255,7 @@ 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. +- [vasylenko/claude-desktop-extension-bear-notes](https://github.com/vasylenko/claude-desktop-extension-bear-notes) 📇 🏠 🍎 - Search, read, create, and update Bear Notes directly from Claude. Local-only with complete privacy. - [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 abbc47146ce9fb1b2ac67dee6dd39d16943e1305 Mon Sep 17 00:00:00 2001 From: Wolfe-Jam Date: Tue, 30 Dec 2025 22:25:45 -0500 Subject: [PATCH 103/199] Add faf-mcp - Universal MCP for ALL AI platforms & IDEs MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Universal sibling to claude-faf-mcp. Same IANA-registered .faf format, works with Cursor, Windsurf, Cline, VS Code, and all MCP-compatible platforms. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 4f06b93a..f87c554d 100644 --- a/README.md +++ b/README.md @@ -545,6 +545,7 @@ Tools and integrations that enhance the development workflow and environment man - [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. +- [Wolfe-Jam/faf-mcp](https://github.com/Wolfe-Jam/faf-mcp) 📇 🏠 - Universal persistent project context for Cursor, Windsurf, Cline, VS Code, and all MCP-compatible platforms (including Claude Desktop). IANA-registered format (application/vnd.faf+yaml). 17 native tools, AI-readiness scoring. - [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. From 4631915584385c96fa85e39a4d74ca332fae536f Mon Sep 17 00:00:00 2001 From: financialdatanet Date: Wed, 31 Dec 2025 10:25:13 +0200 Subject: [PATCH 104/199] Add MCP server link for FinancialData.Net --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 4f06b93a..f06a3814 100644 --- a/README.md +++ b/README.md @@ -767,6 +767,7 @@ 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 +- [financialdatanet/mcp-server](https://github.com/financialdatanet/mcp-server) - [FinancialData.Net](https://financialdata.net/) MCP server allows you to retrieve end-of-day and intraday stock market data, company financial statements, insider and institutional trading data, sustainability data, earnings releases, and much more. - [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. From 64a69e440775d81a00d76ccadf1b5592f3fa6611 Mon Sep 17 00:00:00 2001 From: hoklims Date: Wed, 31 Dec 2025 18:47:16 +0100 Subject: [PATCH 105/199] Add StacksFinder MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 4f06b93a..e1327be0 100644 --- a/README.md +++ b/README.md @@ -646,6 +646,7 @@ Tools and integrations that enhance the development workflow and environment man - [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. +- [StacksFinder](https://github.com/hoklims/stacksmith/tree/master/packages/mcp-server) 📇 🏠 🍎 🪟 🐧 - Deterministic tech stack recommendations with 6-dimension scoring. Analyze, compare technologies, get optimal stack suggestions for any project type. 10 tools (4 free, 6 Pro). - [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. From 112ea60147062e5c19b1930e97e9a1ad021ec1b4 Mon Sep 17 00:00:00 2001 From: hoklims Date: Wed, 31 Dec 2025 18:55:02 +0100 Subject: [PATCH 106/199] Update StacksFinder link to public repository --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index e1327be0..2a6840b8 100644 --- a/README.md +++ b/README.md @@ -646,7 +646,7 @@ Tools and integrations that enhance the development workflow and environment man - [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. -- [StacksFinder](https://github.com/hoklims/stacksmith/tree/master/packages/mcp-server) 📇 🏠 🍎 🪟 🐧 - Deterministic tech stack recommendations with 6-dimension scoring. Analyze, compare technologies, get optimal stack suggestions for any project type. 10 tools (4 free, 6 Pro). +- [StacksFinder](https://github.com/hoklims/stacksfinder-mcp) 📇 🏠 🍎 🪟 🐧 - Deterministic tech stack recommendations with 6-dimension scoring. Analyze, compare technologies, get optimal stack suggestions for any project type. 10 tools (4 free, 6 Pro). - [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. From 6b403460c3ab0c702bd751d280987ee9f9570f97 Mon Sep 17 00:00:00 2001 From: hoklims Date: Wed, 31 Dec 2025 19:15:30 +0100 Subject: [PATCH 107/199] fix: use standard entry format and correct alphabetical position --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 2a6840b8..4d0f59f0 100644 --- a/README.md +++ b/README.md @@ -581,6 +581,7 @@ Tools and integrations that enhance the development workflow and environment man - [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. - [hloiseaufcms/mcp-gopls](https://github.com/hloiseaufcms/mcp-gopls) 🏎️ 🏠 - A MCP server for interacting with [Go's Language Server Protocol (gopls)](https://github.com/golang/tools/tree/master/gopls) and benefit from advanced Go code analysis features. +- [hoklims/stacksfinder-mcp](https://github.com/hoklims/stacksfinder-mcp) 📇 🏠 🍎 🪟 🐧 - Deterministic tech stack recommendations with 6-dimension scoring. Analyze, compare technologies, get optimal stack suggestions for any project type. 10 tools (4 free, 6 Pro). - [hungthai1401/bruno-mcp](https://github.com/hungthai1401/bruno-mcp) 📇 🏠 - A MCP server for interacting with [Bruno API Client](https://www.usebruno.com/). - [hyperb1iss/droidmind](https://github.com/hyperb1iss/droidmind) 🐍 🏠 - Control Android devices with AI through MCP, enabling device control, debugging, system analysis, and UI automation with a comprehensive security framework. - [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 @@ -646,7 +647,6 @@ Tools and integrations that enhance the development workflow and environment man - [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. -- [StacksFinder](https://github.com/hoklims/stacksfinder-mcp) 📇 🏠 🍎 🪟 🐧 - Deterministic tech stack recommendations with 6-dimension scoring. Analyze, compare technologies, get optimal stack suggestions for any project type. 10 tools (4 free, 6 Pro). - [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. From bcc918bfdc01ceaafc6df190cd2c244342b36d8f Mon Sep 17 00:00:00 2001 From: Olga Safonova Date: Wed, 31 Dec 2025 20:23:52 +0100 Subject: [PATCH 108/199] Add GLEIF MCP Server to Finance & Fintech section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 4f06b93a..4b46d927 100644 --- a/README.md +++ b/README.md @@ -836,6 +836,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [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 +- [olgasafonova/gleif-mcp-server](https://github.com/olgasafonova/gleif-mcp-server) 🏎️ ☁️ - Access the Global Legal Entity Identifier (LEI) database for company verification, KYC, and corporate ownership research via GLEIF's public API. - [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. From 9c9bf8452ec7690a8e1d1e50757f4e1579d8b4d4 Mon Sep 17 00:00:00 2001 From: petzal Date: Wed, 31 Dec 2025 16:04:00 -0600 Subject: [PATCH 109/199] Add JavaLens and SharpLens MCP servers --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 4f06b93a..48e66782 100644 --- a/README.md +++ b/README.md @@ -628,6 +628,8 @@ Tools and integrations that enhance the development workflow and environment man - [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. - [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. +- [pzalutski-pixel/javalens-mcp](https://github.com/pzalutski-pixel/javalens-mcp) ☕ 🏠 - 56 semantic Java analysis tools via Eclipse JDT. Compiler-accurate navigation, refactoring, find references, call hierarchy, and code metrics for AI agents. +- [pzalutski-pixel/sharplens-mcp](https://github.com/pzalutski-pixel/sharplens-mcp) #️⃣ 🏠 - 58 semantic C#/.NET analysis tools via Roslyn. Navigation, refactoring, find usages, and code intelligence for AI agents. - [public-ui/kolibri](https://github.com/public-ui/kolibri) 📇 ☁️ 🏠 - Streaming KoliBri MCP server (NPM: `@public-ui/mcp`) delivering 200+ guaranteed accessible web component samples, specs, docs, and scenarios via hosted HTTP endpoint or local `kolibri-mcp` CLI. - [qainsights/jmeter-mcp-server](https://github.com/QAInsights/jmeter-mcp-server) 🐍 🏠 - JMeter MCP Server for performance testing - [qainsights/k6-mcp-server](https://github.com/QAInsights/k6-mcp-server) 🐍 🏠 - Grafana k6 MCP Server for performance testing From fc6cd2ff54d4e30f6aa8012e847835a5fd2a7859 Mon Sep 17 00:00:00 2001 From: spokV Date: Fri, 2 Jan 2026 14:11:48 +0200 Subject: [PATCH 110/199] Add owlex - AI council server for multi-agent orchestration --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 4f06b93a..0f76f6ce 100644 --- a/README.md +++ b/README.md @@ -318,6 +318,7 @@ 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 - [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. +- [agentic-mcp-tools/owlex](https://github.com/agentic-mcp-tools/owlex) 🐍 🏠 🍎 🪟 🐧 - AI council server: query CLI agents (Claude Code, Codex, Gemini, and OpenCode) in parallel with deliberation rounds - [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) - [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 From 8061b7c3c47745e309386a95f62b1938fb4c5b8b Mon Sep 17 00:00:00 2001 From: Jasper van de Meent Date: Sat, 3 Jan 2026 10:34:30 +0100 Subject: [PATCH 111/199] Add HumoticaOS/SymbAIon MCP servers Adding 6 MCP servers from the HumoticaOS ecosystem: **Communication:** - mcp-server-rabel - AI-to-AI messaging via I-Poll protocol and AInternet (.aint domains) **Developer Tools:** - mcp-server-tibet - Provenance tracking with ERIN/ERAAN/EROMHEEN/ERACHTER intent logging **Security:** - mcp-server-inject-bender - SQL injection protection through AI-powered humor defense **Aggregators (LLM Bridges):** - mcp-server-ollama-bridge - Local Ollama LLM bridge - mcp-server-openai-bridge - OpenAI API bridge - mcp-server-gemini-bridge - Google Gemini API bridge All servers are production-ready and available on PyPI. --- README.md | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/README.md b/README.md index 0f76f6ce..280efc83 100644 --- a/README.md +++ b/README.md @@ -130,6 +130,9 @@ 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. +- [jaspertvdm/mcp-server-gemini-bridge](https://github.com/jaspertvdm/mcp-server-gemini-bridge) 🐍 ☁️ - Bridge to Google Gemini API. Access Gemini Pro and Flash models through MCP. +- [jaspertvdm/mcp-server-ollama-bridge](https://github.com/jaspertvdm/mcp-server-ollama-bridge) 🐍 🏠 - Bridge to local Ollama LLM server. Run Llama, Mistral, Qwen and other local models through MCP. +- [jaspertvdm/mcp-server-openai-bridge](https://github.com/jaspertvdm/mcp-server-openai-bridge) 🐍 ☁️ - Bridge to OpenAI API. Access GPT-4, GPT-4o and other OpenAI models through MCP. - [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. - [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. @@ -372,6 +375,7 @@ 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) - [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. +- [jaspertvdm/mcp-server-rabel](https://github.com/jaspertvdm/mcp-server-rabel) 🐍 ☁️ 🏠 - AI-to-AI messaging via I-Poll protocol and AInternet. Enables agents to communicate using .aint domains, semantic messaging, and trust-based routing. - [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 @@ -597,6 +601,7 @@ Tools and integrations that enhance the development workflow and environment man - [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. - [j4c0bs/mcp-server-sql-analyzer](https://github.com/j4c0bs/mcp-server-sql-analyzer) 🐍 - MCP server that provides SQL analysis, linting, and dialect conversion using [SQLGlot](https://github.com/tobymao/sqlglot) - [janreges/ai-distiller-mcp](https://github.com/janreges/ai-distiller) 🏎️ 🏠 - Extracts essential code structure from large codebases into AI-digestible format, helping AI agents write code that correctly uses existing APIs on the first attempt. +- [jaspertvdm/mcp-server-tibet](https://github.com/jaspertvdm/mcp-server-tibet) 🐍 ☁️ 🏠 - TIBET provenance tracking for AI decisions. Cryptographic audit trails with ERIN/ERAAN/EROMHEEN/ERACHTER intent logging for compliance. - [jasonjmcghee/claude-debugs-for-you](https://github.com/jasonjmcghee/claude-debugs-for-you) 📇 🏠 - An MCP Server and VS Code Extension which enables (language agnostic) automatic debugging via breakpoints and expression evaluation. - [jetbrains/mcpProxy](https://github.com/JetBrains/mcpProxy) 🎖️ 📇 🏠 - Connect to JetBrains IDE - [Jktfe/serveMyAPI](https://github.com/Jktfe/serveMyAPI) 📇 🏠 🍎 - A personal MCP (Model Context Protocol) server for securely storing and accessing API keys across projects using the macOS Keychain. @@ -1130,6 +1135,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [gbrigandi/mcp-server-wazuh](https://github.com/gbrigandi/mcp-server-wazuh) 🦀 🏠 🚨 🍎 🪟 🐧 - A Rust-based MCP server bridging Wazuh SIEM with AI assistants, providing real-time security alerts and event data for enhanced contextual understanding. - [hieutran/entraid-mcp-server](https://github.com/hieuttmmo/entraid-mcp-server) 🐍 ☁️ - A MCP server for Microsoft Entra ID (Azure AD) directory, user, group, device, sign-in, and security operations via Microsoft Graph Python SDK. - [intruder-io/intruder-mcp](https://github.com/intruder-io/intruder-mcp) 🐍 ☁️ - MCP server to access [Intruder](https://www.intruder.io/), helping you identify, understand, and fix security vulnerabilities in your infrastructure. +- [jaspertvdm/mcp-server-inject-bender](https://github.com/jaspertvdm/mcp-server-inject-bender) 🐍 ☁️ 🏠 - Security through absurdity: transforms SQL injection and XSS attempts into harmless comedy responses using AI-powered humor defense. - [jtang613/GhidrAssistMCP](https://github.com/jtang613/GhidrAssistMCP) ☕ 🏠 - A native Model Context Protocol server for Ghidra. Includes GUI configuration and logging, 31 powerful tools and no external dependencies. - [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. From d24246d232ebe48103c5992d31fde1f195e23631 Mon Sep 17 00:00:00 2001 From: jtalk22 <141901428+jtalk22@users.noreply.github.com> Date: Sat, 3 Jan 2026 20:50:05 +0000 Subject: [PATCH 112/199] Add Slack MCP server to README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 0f76f6ce..79545f29 100644 --- a/README.md +++ b/README.md @@ -371,6 +371,7 @@ Integration with communication platforms for message management and channel oper - [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 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. +- [jtalk22/slack-mcp-server](https://github.com/jtalk22/slack-mcp-server) 📇 🏠 🍎 🪟 - Access Slack DMs, channels, and message history using browser tokens. Includes Web UI for claude.ai. - [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 316f3b028e51fe4e024b28f91186b9b136d9f41c Mon Sep 17 00:00:00 2001 From: jtalk22 <141901428+jtalk22@users.noreply.github.com> Date: Sat, 3 Jan 2026 20:59:15 +0000 Subject: [PATCH 113/199] Update README.md Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 79545f29..8934f821 100644 --- a/README.md +++ b/README.md @@ -371,7 +371,7 @@ Integration with communication platforms for message management and channel oper - [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 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. -- [jtalk22/slack-mcp-server](https://github.com/jtalk22/slack-mcp-server) 📇 🏠 🍎 🪟 - Access Slack DMs, channels, and message history using browser tokens. Includes Web UI for claude.ai. +- [jtalk22/slack-mcp-server](https://github.com/jtalk22/slack-mcp-server) 📇 ☁️ 🏠 🍎 🪟 - Access Slack DMs, channels, and message history using browser tokens. Includes Web UI for claude.ai. - [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 189a043d100b3046299ed10fa86321463b75c3e1 Mon Sep 17 00:00:00 2001 From: hanzili Date: Sat, 3 Jan 2026 16:02:03 -0500 Subject: [PATCH 114/199] Add hanzili/comet-mcp to Browser Automation --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 0f76f6ce..dc8a403c 100644 --- a/README.md +++ b/README.md @@ -221,6 +221,7 @@ Web content access and automation capabilities. Enables searching, scraping, and - [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. +- [hanzili/comet-mcp](https://github.com/hanzili/comet-mcp) 📇 🏠 🍎 - Connect to Perplexity Comet browser for agentic web browsing, deep research, and real-time task monitoring. - [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 From 04366e6dce0bc63b90166704e6d97463e80cf6f4 Mon Sep 17 00:00:00 2001 From: Sudhakar Pallaprolu Date: Sat, 3 Jan 2026 15:41:07 -0600 Subject: [PATCH 115/199] Add mendeley-mcp: MCP server for Mendeley reference manager --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 0f76f6ce..ddbf95db 100644 --- a/README.md +++ b/README.md @@ -901,6 +901,7 @@ 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 +- [pallaprolus/mendeley-mcp](https://github.com/pallaprolus/mendeley-mcp) 🐍 ☁️ - MCP server for Mendeley reference manager. Search your library, browse folders, get document metadata, search the global catalog, and add papers to your collection. - [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-archived/tree/main/src/memory) 📇 🏠 - Knowledge graph-based persistent memory system for maintaining context From 001f5942d8a835e6f5841a2397c7356eb2cb69d5 Mon Sep 17 00:00:00 2001 From: ssatama Date: Sun, 4 Jan 2026 12:11:02 +0200 Subject: [PATCH 116/199] Add rescuedogs-mcp-server --- README.md | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index ddbf95db..59a75c2c 100644 --- a/README.md +++ b/README.md @@ -169,7 +169,7 @@ Access and explore art collections, cultural heritage, and museum databases. Ena - [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. -- [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. +- [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 @@ -356,7 +356,7 @@ 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. +- [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 @@ -1090,6 +1090,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [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. +- [ssatama/rescuedogs-mcp-server](https://github.com/ssatama/rescuedogs-mcp-server) 📇 ☁️ - Search and discover rescue dogs from European and UK organizations with AI-powered personality matching and detailed profiles. - [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 fff5da9ea70803ff3d4486344ce28d3dfac2f31a Mon Sep 17 00:00:00 2001 From: cjimti Date: Sun, 4 Jan 2026 09:15:02 -0800 Subject: [PATCH 117/199] Add kubefwd - Kubernetes bulk port forwarding MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 59a75c2c..370292db 100644 --- a/README.md +++ b/README.md @@ -279,6 +279,7 @@ Cloud platform service integration. Enables management and interaction with clou - [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. - [trilogy-group/aws-pricing-mcp](https://github.com/trilogy-group/aws-pricing-mcp) 🏎️ ☁️/🏠 - Get up-to-date EC2 pricing information with one call. Fast. Powered by a pre-parsed AWS pricing catalogue. +- [txn2/kubefwd](https://github.com/txn2/kubefwd) 🏎️ 🏠 - Kubernetes bulk port forwarding with service discovery, /etc/hosts management, traffic monitoring, and pod log streaming - [VmLia/books-mcp-server](https://github.com/VmLia/books-mcp-server) 📇 ☁️ - This is an MCP server used for querying books, and it can be applied in common MCP clients, such as Cherry Studio. - [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. From 7b699ed9d349f08a6df9f20f1397ea733e93c6e3 Mon Sep 17 00:00:00 2001 From: Liran Tal Date: Sun, 4 Jan 2026 19:44:32 +0200 Subject: [PATCH 118/199] Add Snyk Studio to MCP tools list in README Corrected from previous PR, this one points to the GitHub repo that hosts the Snyk MCP server code that runs as process. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 59a75c2c..aee825dc 100644 --- a/README.md +++ b/README.md @@ -1153,6 +1153,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [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. +- [Snyk Studio](https://github.com/snyk/studio-mcp) 🎖️ 📇 ☁️ 🍎 🪟 🐧 Embeds Snyk's security engines into agentic workflows. Secures AI-generated code in real-time and accelerates the fixing vulnerability backlogs. - [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. From 7e1ee13bd5912939c8bccb76ae086bb899bd1538 Mon Sep 17 00:00:00 2001 From: girste Date: Sun, 4 Jan 2026 21:13:56 +0000 Subject: [PATCH 119/199] Add mcp-cybersec-watchdog to Security section Comprehensive Linux server security audit MCP server with: - 89 CIS Benchmark controls - NIST 800-53 and PCI-DSS compliance - Real-time monitoring with anomaly detection - 23 security analyzers (firewall, SSH, Docker, CVE, etc.) --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 59a75c2c..9cc93cc5 100644 --- a/README.md +++ b/README.md @@ -1130,6 +1130,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [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. - [gbrigandi/mcp-server-thehive](https://github.com/gbrigandi/mcp-server-thehive) 🦀 🏠 🚨 🍎 🪟 🐧 - A Rust-based MCP server to integrate TheHive, facilitating collaborative security incident response and case management via AI. - [gbrigandi/mcp-server-wazuh](https://github.com/gbrigandi/mcp-server-wazuh) 🦀 🏠 🚨 🍎 🪟 🐧 - A Rust-based MCP server bridging Wazuh SIEM with AI assistants, providing real-time security alerts and event data for enhanced contextual understanding. +- [girste/mcp-cybersec-watchdog](https://github.com/girste/mcp-cybersec-watchdog) 🐍 🏠 🐧 - Comprehensive Linux server security audit with 89 CIS Benchmark controls, NIST 800-53, and PCI-DSS compliance checks. Real-time monitoring with anomaly detection across 23 analyzers: firewall, SSH, fail2ban, Docker, CVE, rootkit, SSL/TLS, filesystem, network, and more. - [hieutran/entraid-mcp-server](https://github.com/hieuttmmo/entraid-mcp-server) 🐍 ☁️ - A MCP server for Microsoft Entra ID (Azure AD) directory, user, group, device, sign-in, and security operations via Microsoft Graph Python SDK. - [intruder-io/intruder-mcp](https://github.com/intruder-io/intruder-mcp) 🐍 ☁️ - MCP server to access [Intruder](https://www.intruder.io/), helping you identify, understand, and fix security vulnerabilities in your infrastructure. - [jtang613/GhidrAssistMCP](https://github.com/jtang613/GhidrAssistMCP) ☕ 🏠 - A native Model Context Protocol server for Ghidra. Includes GUI configuration and logging, 31 powerful tools and no external dependencies. From 2854d6ade36bd94b5e9564ac9a6c5e8d78d21488 Mon Sep 17 00:00:00 2001 From: doug Date: Sun, 4 Jan 2026 16:51:44 -0500 Subject: [PATCH 120/199] added braingrid to dev tools list --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 59a75c2c..74576ef0 100644 --- a/README.md +++ b/README.md @@ -542,6 +542,7 @@ Tools and integrations that enhance the development workflow and environment man - [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. +- [BrainGrid MCP](https://docs.braingrid.ai/mcp-server/installation) [BrainGrid](https://braingrid.ai) MCP is the Product Management Agent that writes your specs, plans your features, and creates engineering-grade tasks your coding tools can build reliably. - [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 1665bea91f80c7caa5137e0b77d82e6f126e8b12 Mon Sep 17 00:00:00 2001 From: gittyburstein Date: Mon, 5 Jan 2026 01:46:23 +0200 Subject: [PATCH 121/199] Add mermaid-mcp-server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 59a75c2c..5448aea1 100644 --- a/README.md +++ b/README.md @@ -187,6 +187,7 @@ Design and visualize software architecture, system diagrams, and technical docum - [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` - [betterhyq/mermaid-grammer-inspector-mcp](https://github.com/betterhyq/mermaid_grammer_inspector_mcp) 📇 🏠 🍎 🪟 🐧 - A Model Context Protocol (MCP) server for validating Mermaid diagram syntax and providing comprehensive grammar checking capabilities +- [GittyBurstein/mermaid-mcp-server](https://github.com/GittyBurstein/mermaid-mcp-server) 🐍 ☁️ - MCP server that turns local projects or GitHub repositories into Mermaid diagrams and renders them via Kroki. ### Biology, Medicine and Bioinformatics From c40e3a85c6d8dd81e909ff71daa2263266f04c1e Mon Sep 17 00:00:00 2001 From: aktsmm Date: Mon, 5 Jan 2026 19:44:50 +0900 Subject: [PATCH 122/199] Add skill-ninja-mcp-server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 59a75c2c..a5b3504a 100644 --- a/README.md +++ b/README.md @@ -643,6 +643,7 @@ 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. +- [aktsmm/skill-ninja-mcp-server](https://github.com/aktsmm/skill-ninja-mcp-server) 📇 🏠 🍎 🪟 🐧 - Agent Skill Ninja for MCP: Search, install, and manage AI agent skills (SKILL.md files) from GitHub repositories. Features workspace analysis for personalized recommendations and supports 140+ pre-indexed skills. - [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) - [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. From 0d262764dcdde7bb525b5074fb9a44fa04d2703f Mon Sep 17 00:00:00 2001 From: ellmanalex Date: Mon, 5 Jan 2026 15:23:01 -0800 Subject: [PATCH 123/199] Add Price Per Token MCP Server to Finance section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index a5b3504a..412dbdc1 100644 --- a/README.md +++ b/README.md @@ -841,6 +841,7 @@ 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. - [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. +- [pricepertoken/mcp-server](https://pricepertoken.com/mcp) 📇 ☁️ - LLM API pricing comparison and benchmarks across 100+ models from 30+ providers including OpenAI, Anthropic, Google, and Meta. No API key required. - [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 From db9cc1a26d7fee7e618d90aea3d840b5d6876370 Mon Sep 17 00:00:00 2001 From: Alan Zavari Date: Mon, 5 Jan 2026 16:33:55 -0800 Subject: [PATCH 124/199] Add SpeedOf.Me Speed Test MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index a5b3504a..b1c09bd7 100644 --- a/README.md +++ b/README.md @@ -981,6 +981,7 @@ Access and analyze application monitoring data. Enables AI models to review erro - [grafana/mcp-grafana](https://github.com/grafana/mcp-grafana) 🎖️ 🐍 🏠 ☁️ - Search dashboards, investigate incidents and query datasources in your Grafana instance - [hyperb1iss/lucidity-mcp](https://github.com/hyperb1iss/lucidity-mcp) 🐍 🏠 - Enhance AI-generated code quality through intelligent, prompt-based analysis across 10 critical dimensions from complexity to security vulnerabilities - [inventer-dev/mcp-internet-speed-test](https://github.com/inventer-dev/mcp-internet-speed-test) 🐍 ☁️ - Internet speed testing with network performance metrics including download/upload speed, latency, jitter analysis, and CDN server detection with geographic mapping +- [speedofme-dev/speedofme-mcp](https://www.npmjs.com/package/@speedofme/mcp) 📇 ☁️ 🍎 🪟 🐧 - Official SpeedOf.Me server for accurate internet speed tests via 129 global Fastly edge servers with analytics dashboard and local history - [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 From 9340da42d47fc86c2877d7df92a54c80c813c954 Mon Sep 17 00:00:00 2001 From: "Ahmet S. Bilgin" <30385050+ahmetsbilgin@users.noreply.github.com> Date: Tue, 6 Jan 2026 01:28:11 +0000 Subject: [PATCH 125/199] Add FinBrain MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index a5b3504a..8e06fcb3 100644 --- a/README.md +++ b/README.md @@ -750,6 +750,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [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. - [aaronjmars/web3-research-mcp](https://github.com/aaronjmars/web3-research-mcp) 📇 ☁️ - Deep Research for crypto - free & fully local +- [ahmetsbilgin/finbrain-mcp](https://github.com/ahmetsbilgin/finbrain-mcp) 🎖️ 🐍 ☁️ 🏠 - Access institutional-grade alternative financial data directly in your LLM workflows. - [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. - [alchemy/alchemy-mcp-server](https://github.com/alchemyplatform/alchemy-mcp-server) 🎖️ 📇 ☁️ - Allow AI agents to interact with Alchemy's blockchain APIs. From 0da2c892eff45bc75cb354bfcf6ad75a8f74c214 Mon Sep 17 00:00:00 2001 From: financialdatanet Date: Tue, 6 Jan 2026 08:29:47 +0200 Subject: [PATCH 126/199] Add emojis to MCP server links in README --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index f06a3814..cf500be6 100644 --- a/README.md +++ b/README.md @@ -767,7 +767,7 @@ 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 -- [financialdatanet/mcp-server](https://github.com/financialdatanet/mcp-server) - [FinancialData.Net](https://financialdata.net/) MCP server allows you to retrieve end-of-day and intraday stock market data, company financial statements, insider and institutional trading data, sustainability data, earnings releases, and much more. +- [financialdatanet/mcp-server](https://github.com/financialdatanet/mcp-server) 🐍 🏠 🪟 🐧 - [FinancialData.Net](https://financialdata.net/) MCP server allows you to retrieve end-of-day and intraday stock market data, company financial statements, insider and institutional trading data, sustainability data, earnings releases, and much more. - [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. From 5cb1d3ca1507eeae20c8c9410258cd76968e4ede Mon Sep 17 00:00:00 2001 From: Sim-xia Date: Tue, 6 Jan 2026 15:22:35 +0800 Subject: [PATCH 127/199] Fix link formatting and add skill-cortex-server --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index a2c97e31..96b6acbd 100644 --- a/README.md +++ b/README.md @@ -319,7 +319,8 @@ Full coding agents that enable LLMs to read, edit, and execute code and solve ge - [oraios/serena](https://github.com/oraios/serena) 🐍 🏠 - A fully-featured coding agent that relies on symbolic code operations by using language servers. - [pdavis68/RepoMapper](https://github.com.mcas.ms/pdavis68/RepoMapper) 🐧 🪟 🍎 - An MCP server (and command-line tool) to provide a dynamic map of chat-related files from the repository with their function prototypes and related files in order of relevance. Based on the "Repo Map" functionality in Aider.chat - [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. -- [sim-xia/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. +- [sim-xia/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. +- [sim-xia/skill-cortex-server](https://github.com/Sim-xia/skill-cortex-server) 🐍 🏠 🍎 🪟 🐧 - An MCP server that enable all IDEs/CLIs to access Claude Code Skills 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 From 6fc5c80ec8a0e71c6fa403cb192a44399675a928 Mon Sep 17 00:00:00 2001 From: Liran Tal Date: Tue, 6 Jan 2026 10:55:16 +0200 Subject: [PATCH 128/199] Fix link formatting for Snyk Studio entry --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index aee825dc..d53167fd 100644 --- a/README.md +++ b/README.md @@ -1153,7 +1153,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [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. -- [Snyk Studio](https://github.com/snyk/studio-mcp) 🎖️ 📇 ☁️ 🍎 🪟 🐧 Embeds Snyk's security engines into agentic workflows. Secures AI-generated code in real-time and accelerates the fixing vulnerability backlogs. +- [snyk/studio-mcp](https://github.com/snyk/studio-mcp) 🎖️ 📇 ☁️ 🍎 🪟 🐧 - Embeds Snyk's security engines into agentic workflows. Secures AI-generated code in real-time and accelerates the fixing vulnerability backlogs. - [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. From 61f06de47c9b85e261b61d1ea2f955ed5be2f8b4 Mon Sep 17 00:00:00 2001 From: TamiShaks-2 Date: Tue, 6 Jan 2026 12:49:13 +0200 Subject: [PATCH 129/199] Add link to git-context-mcp project in README --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 3954449b..8bdb6758 100644 --- a/README.md +++ b/README.md @@ -1267,6 +1267,7 @@ Interact with Git repositories and version control platforms. Enables repository - [modelcontextprotocol/server-git](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/git) 🐍 🏠 - Direct Git repository operations including reading, searching, and analyzing local repositories - [modelcontextprotocol/server-gitlab](https://github.com/modelcontextprotocol/servers-archived/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. +- [TamiShaks-2/git-context-mcp](https://github.com/TamiShaks-2/git-context-mcp) 🐍 🏠 - Local MCP server that provides structured Git repository analysis (project status, recent activity, code map, and risk hotspots) for AI coding agents. - [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 From f5c59981040cb72f88a0848470b08c95419893d1 Mon Sep 17 00:00:00 2001 From: TamarEngel Date: Tue, 6 Jan 2026 13:28:13 +0200 Subject: [PATCH 130/199] Add jira-github-mcp server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 3954449b..0ecba53a 100644 --- a/README.md +++ b/README.md @@ -665,6 +665,7 @@ Tools and integrations that enhance the development workflow and environment man - [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. +- [TamarEngel/jira-github-mcp](https://github.com/TamarEngel/jira-github-mcp) - MCP server that integrates Jira and GitHub to automate end-to-end developer workflows, from issue tracking to branches, commits, pull requests, and merges inside the IDE. - [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 66cd957a62304c6731d1d17f539da2f3752b14e2 Mon Sep 17 00:00:00 2001 From: JDerekLomas Date: Tue, 6 Jan 2026 13:33:26 +0100 Subject: [PATCH 131/199] Add new resource links to README --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 3954449b..5a432c53 100644 --- a/README.md +++ b/README.md @@ -1032,6 +1032,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [thinkchainai/agentinterviews_mcp](https://github.com/thinkchainai/agentinterviews_mcp) - Conduct AI-powered qualitative research interviews and surveys at scale with [Agent Interviews](https://agentinterviews.com). Create interviewers, manage research projects, recruit participants, and analyze interview data through MCP. - [Pantheon-Security/notebooklm-mcp-secure](https://github.com/Pantheon-Security/notebooklm-mcp-secure) 📇 🏠 🍎 🪟 🐧 - Query Google NotebookLM from Claude/AI agents with 14 security hardening layers. Session-based conversations, notebook library management, and source-grounded research responses. +- [Embassy-of-the-Free-Mind/sourcelibrary-v2](https://github.com/Embassy-of-the-Free-Mind/sourcelibrary-v2/tree/main/mcp-server) 📇 ☁️ - Search and cite rare historical texts (alchemy, Hermeticism, Renaissance philosophy) with DOI-backed academic citations from [Source Library](https://sourcelibrary.org) ### 🔎 end to end RAG platforms From 278405357822d259601e74ed87ea81f998058f26 Mon Sep 17 00:00:00 2001 From: UniversalAmateur Date: Tue, 6 Jan 2026 14:19:28 +0100 Subject: [PATCH 132/199] Add reclaim-mcp-server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 3954449b..afe4e5c4 100644 --- a/README.md +++ b/README.md @@ -1281,6 +1281,7 @@ Interact with Git repositories and version control platforms. Enables repository - [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. +- [universalamateur/reclaim-mcp-server](https://github.com/universalamateur/reclaim-mcp-server) 🐍 ☁️ - Reclaim.ai calendar integration with 40 tools for tasks, habits, focus time, scheduling links, and productivity analytics. - [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. From eb940cf922566859ec57cb2b8de6b45f7678d646 Mon Sep 17 00:00:00 2001 From: doug Date: Tue, 6 Jan 2026 09:15:39 -0500 Subject: [PATCH 133/199] added emojis --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 74576ef0..96e190c5 100644 --- a/README.md +++ b/README.md @@ -542,7 +542,7 @@ Tools and integrations that enhance the development workflow and environment man - [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. -- [BrainGrid MCP](https://docs.braingrid.ai/mcp-server/installation) [BrainGrid](https://braingrid.ai) MCP is the Product Management Agent that writes your specs, plans your features, and creates engineering-grade tasks your coding tools can build reliably. +- [BrainGrid MCP](https://docs.braingrid.ai/mcp-server/installation) 🎖️☁️ - [BrainGrid](https://braingrid.ai) MCP is the Product Management Agent that writes your specs, plans your features, and creates engineering-grade tasks your coding tools can build reliably. - [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 efddd28886c51b9639b4a669e6a235874dddc547 Mon Sep 17 00:00:00 2001 From: Caffery Yang <82987086+cafferychen777@users.noreply.github.com> Date: Tue, 6 Jan 2026 14:40:07 -0600 Subject: [PATCH 134/199] Add ChatSpatial - spatial transcriptomics MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 3954449b..68cddc30 100644 --- a/README.md +++ b/README.md @@ -194,6 +194,7 @@ Design and visualize software architecture, system diagrams, and technical docum ### Biology, Medicine and Bioinformatics +- [cafferychen777/ChatSpatial](https://github.com/cafferychen777/ChatSpatial) 🐍 🏠 - MCP server for spatial transcriptomics analysis with 60+ integrated methods covering cell annotation, deconvolution, spatial statistics, and visualization. - [dnaerys/onekgp-mcp](https://github.com/dnaerys/onekgp-mcp) ☕ ☁️ - natural language access to 1000 Genomes Project dataset - [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. From 82581d02dd6a74314c562d410d16a2f875941c70 Mon Sep 17 00:00:00 2001 From: jtalk22 <141901428+jtalk22@users.noreply.github.com> Date: Thu, 8 Jan 2026 13:56:17 +0000 Subject: [PATCH 135/199] Update slack-mcp-server entry with full feature description --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 3954449b..27cfdf81 100644 --- a/README.md +++ b/README.md @@ -378,7 +378,7 @@ Integration with communication platforms for message management and channel oper - [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 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. -- [jtalk22/slack-mcp-server](https://github.com/jtalk22/slack-mcp-server) 📇 ☁️ 🏠 🍎 🪟 - Access Slack DMs, channels, and message history using browser tokens. Includes Web UI for claude.ai. +- [jtalk22/slack-mcp-server](https://github.com/jtalk22/slack-mcp-server) 📇 ☁️ 🏠 🍎 🪟 🐧 - Full Slack workspace access via session mirroring—DMs, channels, search, threads—without OAuth or admin approval. Production-grade: atomic writes, mutex locks, auto-refresh, rate limiting with backoff. 11 MCP tools, Magic Link auth, interactive demo, and Web UI for claude.ai. - [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. - [jaspertvdm/mcp-server-rabel](https://github.com/jaspertvdm/mcp-server-rabel) 🐍 ☁️ 🏠 - AI-to-AI messaging via I-Poll protocol and AInternet. Enables agents to communicate using .aint domains, semantic messaging, and trust-based routing. - [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. From 5888a64f525d1203be5f8c2e668da9718593af24 Mon Sep 17 00:00:00 2001 From: Pomazan Bohdan Date: Thu, 8 Jan 2026 20:08:22 +0200 Subject: [PATCH 136/199] git commit -m "Add new memory-mcp-1file server" --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 3954449b..4a667508 100644 --- a/README.md +++ b/README.md @@ -929,6 +929,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [nonatofabio/local-faiss-mcp](https://github.com/nonatofabio/local_faiss_mcp) 🐍 🏠 🍎 🐧 - Local FAISS vector database for RAG with document ingestion (PDF/TXT/MD/DOCX), semantic search, re-ranking, and CLI tools for indexing and querying - [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. +- [pomazanbohdan/memory-mcp-1file](https://github.com/pomazanbohdan/memory-mcp-1file) 🦀 🏠 🍎 🪟 🐧 - A self-contained Memory server with single-binary architecture (embedded DB & models, no dependencies). Provides persistent semantic and graph-based memory for AI agents. - [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. - [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). From af07d6eafa3947d73f211b572d0d275da1b653cf Mon Sep 17 00:00:00 2001 From: disco_trooper Date: Thu, 8 Jan 2026 20:34:23 +0100 Subject: [PATCH 137/199] Add disco-trooper/apple-notes-mcp --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 3954449b..20268e72 100644 --- a/README.md +++ b/README.md @@ -1391,6 +1391,7 @@ Interact with Git repositories and version control platforms. Enables repository - [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. - [sirmews/apple-notes-mcp](https://github.com/sirmews/apple-notes-mcp) 🐍 🏠 - Allows the AI to read from your local Apple Notes database (macOS only) +- [disco-trooper/apple-notes-mcp](https://github.com/disco-trooper/apple-notes-mcp) 📇 🏠 🍎 - Apple Notes MCP with semantic search, hybrid vector+keyword search, full CRUD operations, and incremental indexing. Uses JXA for native macOS integration. - [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 - [tacticlaunch/mcp-linear](https://github.com/tacticlaunch/mcp-linear) 📇 ☁️ 🍎 🪟 🐧 - Integrates with Linear project management system From a442b4071033102544a45b873547fd6209c5168b Mon Sep 17 00:00:00 2001 From: Optima Quantum Date: Thu, 8 Jan 2026 20:55:35 +0100 Subject: [PATCH 138/199] Add claude-critical-rules-mcp to Developer Tools --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 3954449b..9cdc310c 100644 --- a/README.md +++ b/README.md @@ -554,6 +554,7 @@ 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. +- [optimaquantum/claude-critical-rules-mcp](https://github.com/optimaquantum/claude-critical-rules-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - Automatic enforcement of critical rules for Claude AI preventing 96 documented failure patterns. Provides compliance verification checklist and rules summary via MCP tools. - [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. - [Wolfe-Jam/faf-mcp](https://github.com/Wolfe-Jam/faf-mcp) 📇 🏠 - Universal persistent project context for Cursor, Windsurf, Cline, VS Code, and all MCP-compatible platforms (including Claude Desktop). IANA-registered format (application/vnd.faf+yaml). 17 native tools, AI-readiness scoring. - [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) @@ -1447,3 +1448,4 @@ Now Claude can answer questions about writing MCP servers and how they work Star History Chart + From a9535b4cab9635ba503a470141cdb9a1372864de Mon Sep 17 00:00:00 2001 From: Milofax Date: Fri, 9 Jan 2026 00:55:10 +0100 Subject: [PATCH 139/199] Add Milofax/xert-mcp to Sports section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 3954449b..cf106ecc 100644 --- a/README.md +++ b/README.md @@ -1203,6 +1203,7 @@ Tools for accessing sports-related data, results, and statistics. - [guillochon/mlb-api-mcp](https://github.com/guillochon/mlb-api-mcp) 🐍 🏠 - MCP server that acts as a proxy to the freely available MLB API, which provides player info, stats, and game information. - [mikechao/balldontlie-mcp](https://github.com/mikechao/balldontlie-mcp) 📇 - MCP server that integrates balldontlie api to provide information about players, teams and games for the NBA, NFL and MLB +- [Milofax/xert-mcp](https://github.com/Milofax/xert-mcp) 📇 ☁️ - MCP server for XERT cycling analytics — access fitness signature (FTP, HIE, PP), training status, workouts, activities with XSS metrics, and MPA analysis. - [r-huijts/firstcycling-mcp](https://github.com/r-huijts/firstcycling-mcp) 📇 ☁️ - Access cycling race data, results, and statistics through natural language. Features include retrieving start lists, race results, and rider information from firstcycling.com. - [r-huijts/strava-mcp](https://github.com/r-huijts/strava-mcp) 📇 ☁️ - A Model Context Protocol (MCP) server that connects to Strava API, providing tools to access Strava data through LLMs - [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. From 092e8b8698c81cd6824940a97087a03fbf46f7f8 Mon Sep 17 00:00:00 2001 From: James McAulay Date: Fri, 9 Jan 2026 01:09:08 +0000 Subject: [PATCH 140/199] Add trainingpeaks-mcp to Sports category --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 3954449b..d96f5c5c 100644 --- a/README.md +++ b/README.md @@ -1202,6 +1202,7 @@ Integration with social media platforms to allow posting, analytics, and interac Tools for accessing sports-related data, results, and statistics. - [guillochon/mlb-api-mcp](https://github.com/guillochon/mlb-api-mcp) 🐍 🏠 - MCP server that acts as a proxy to the freely available MLB API, which provides player info, stats, and game information. +- [JamsusMaximus/trainingpeaks-mcp](https://github.com/JamsusMaximus/trainingpeaks-mcp) 🐍 🏠 - Query TrainingPeaks workouts, analyze CTL/ATL/TSB fitness metrics, and compare power/pace PRs through Claude Desktop. - [mikechao/balldontlie-mcp](https://github.com/mikechao/balldontlie-mcp) 📇 - MCP server that integrates balldontlie api to provide information about players, teams and games for the NBA, NFL and MLB - [r-huijts/firstcycling-mcp](https://github.com/r-huijts/firstcycling-mcp) 📇 ☁️ - Access cycling race data, results, and statistics through natural language. Features include retrieving start lists, race results, and rider information from firstcycling.com. - [r-huijts/strava-mcp](https://github.com/r-huijts/strava-mcp) 📇 ☁️ - A Model Context Protocol (MCP) server that connects to Strava API, providing tools to access Strava data through LLMs From d9c8c251e0767b128e49f35db1cff5f7396a451a Mon Sep 17 00:00:00 2001 From: Josh Smith Date: Fri, 9 Jan 2026 16:46:38 -0400 Subject: [PATCH 141/199] Add smith-and-web/obsidian-mcp-server to Knowledge & Memory section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 3954449b..cbb986b8 100644 --- a/README.md +++ b/README.md @@ -933,6 +933,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [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). - [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. +- [smith-and-web/obsidian-mcp-server](https://github.com/smith-and-web/obsidian-mcp-server) 📇 🏠 🍎 🪟 🐧 - SSE-enabled MCP server for remote Obsidian vault management with 29 tools for notes, directories, frontmatter, tags, search, and link operations. Docker-ready with health monitoring. - [Smart-AI-Memory/empathy-framework](https://github.com/Smart-AI-Memory/empathy-framework) 🐍 🏠 - Five-level AI collaboration system with persistent memory and anticipatory capabilities. MCP-native integration for Claude and other LLMs with local-first architecture via MemDocs. - [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 1ff2aeafc8ba94d937394e99b322488fa495075a Mon Sep 17 00:00:00 2001 From: Pasquale Minervini Date: Sat, 10 Jan 2026 17:31:26 +0100 Subject: [PATCH 142/199] Add deep-research-mcp server --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index ed54aa86..f4980550 100644 --- a/README.md +++ b/README.md @@ -1032,8 +1032,9 @@ Provides the ability to handle multimedia, such as audio and video editing, play Tools for conducting research, surveys, interviews, and data collection. -- [thinkchainai/agentinterviews_mcp](https://github.com/thinkchainai/agentinterviews_mcp) - Conduct AI-powered qualitative research interviews and surveys at scale with [Agent Interviews](https://agentinterviews.com). Create interviewers, manage research projects, recruit participants, and analyze interview data through MCP. - [Pantheon-Security/notebooklm-mcp-secure](https://github.com/Pantheon-Security/notebooklm-mcp-secure) 📇 🏠 🍎 🪟 🐧 - Query Google NotebookLM from Claude/AI agents with 14 security hardening layers. Session-based conversations, notebook library management, and source-grounded research responses. +- [pminervini/deep-research-mcp](https://github.com/pminervini/deep-research-mcp) 🐍 ☁️ 🏠 - Deep research MCP server for OpenAI Responses API or Open Deep Research (smolagents), with web search and code interpreter support. +- [thinkchainai/agentinterviews_mcp](https://github.com/thinkchainai/agentinterviews_mcp) - Conduct AI-powered qualitative research interviews and surveys at scale with [Agent Interviews](https://agentinterviews.com). Create interviewers, manage research projects, recruit participants, and analyze interview data through MCP. ### 🔎 end to end RAG platforms From 81fafb712cffd47f0656a32b5b7ff6dc0f4019e7 Mon Sep 17 00:00:00 2001 From: Qian Chen Date: Sat, 10 Jan 2026 12:27:01 -0800 Subject: [PATCH 143/199] Add tilde - privacy-first AI identity MCP server Add tilde - privacy-first AI identity MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 3f12b6e8..074f63d9 100644 --- a/README.md +++ b/README.md @@ -938,6 +938,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [Smart-AI-Memory/empathy-framework](https://github.com/Smart-AI-Memory/empathy-framework) 🐍 🏠 - Five-level AI collaboration system with persistent memory and anticipatory capabilities. MCP-native integration for Claude and other LLMs with local-first architecture via MemDocs. - [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 +- [topskychen/tilde](https://github.com/topskychen/tilde) 🐍 🏠 - Your AI agents' home directory — privacy-first MCP server for portable AI identity. Configure once, use everywhere. It supports profile management, skills, resume import, and team sync. - [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. - [vectorize-io/hindsight](https://github.com/vectorize-io/hindsight) 🐍 ☁️ 🏠 - Hindsight: Agent Memory That Works Like Human Memory - Built for AI Agents to manage Long Term Memory From 38669ca79e83b34d06cc5af83871e4f859db0184 Mon Sep 17 00:00:00 2001 From: Kerim Incedayi Date: Sat, 10 Jan 2026 20:36:56 +0000 Subject: [PATCH 144/199] Add cevatkerim/unsplash-mcp server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 3f12b6e8..a2a67957 100644 --- a/README.md +++ b/README.md @@ -1058,6 +1058,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [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 - [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. +- [cevatkerim/unsplash-mcp](https://github.com/cevatkerim/unsplash-mcp) 🐍 ☁️ - Unsplash photo search with proper attribution. Returns ready-to-use attribution text and HTML for each photo, making it easy for LLMs to build content pages with properly credited images. Includes search, random photos, and download tracking. - [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. From fcfeca2be38950ff2a5ee5b4f3dbe6c9bc8147cb Mon Sep 17 00:00:00 2001 From: Barada Sahu Date: Sun, 11 Jan 2026 18:42:39 +0530 Subject: [PATCH 145/199] Add mercurialsolo/counsel-mcp server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index a2a67957..7e248f0a 100644 --- a/README.md +++ b/README.md @@ -925,6 +925,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [pallaprolus/mendeley-mcp](https://github.com/pallaprolus/mendeley-mcp) 🐍 ☁️ - MCP server for Mendeley reference manager. Search your library, browse folders, get document metadata, search the global catalog, and add papers to your collection. - [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 +- [mercurialsolo/counsel-mcp](https://github.com/mercurialsolo/counsel-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - Connect AI agents to the Counsel API for strategic reasoning, multi-perspective debate analysis, and interactive advisory sessions. - [modelcontextprotocol/server-memory](https://github.com/modelcontextprotocol/servers-archived/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. - [nonatofabio/local-faiss-mcp](https://github.com/nonatofabio/local_faiss_mcp) 🐍 🏠 🍎 🐧 - Local FAISS vector database for RAG with document ingestion (PDF/TXT/MD/DOCX), semantic search, re-ranking, and CLI tools for indexing and querying From ae754c4e3d5435ed4917df434933d985ddc9c5a9 Mon Sep 17 00:00:00 2001 From: kukapay Date: Mon, 12 Jan 2026 18:05:49 +0800 Subject: [PATCH 146/199] Add dexscreener-trending-mcp --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 7e248f0a..3b6bc2a9 100644 --- a/README.md +++ b/README.md @@ -822,6 +822,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [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/dexscreener-trending-mcp](https://github.com/kukapay/dexscreener-trending-mcp) 📇 ☁️ - Provides real-time trending tokens from DexScreener. - [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 98563dd43a09d7bd44d49aede2209d9615880a38 Mon Sep 17 00:00:00 2001 From: bradleylab Date: Mon, 12 Jan 2026 20:44:45 -0600 Subject: [PATCH 147/199] Add bradleylab/stella-mcp to integrations list MCP server for creating and manipulating Stella system dynamics models --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 7e248f0a..3a269542 100644 --- a/README.md +++ b/README.md @@ -714,6 +714,7 @@ Integrations and tools designed to simplify data exploration, analysis and enhan - [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. +- [bradleylab/stella-mcp](https://github.com/bradleylab/stella-mcp) 🐍 🏠 - Create, read, validate, and save Stella system dynamics models (.stmx files in XMILE format) for scientific simulation and modeling. - [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 c56cca271084526d2ab8ac4d438b1b0f1dedf241 Mon Sep 17 00:00:00 2001 From: Mervin Praison Date: Tue, 13 Jan 2026 07:59:23 +0000 Subject: [PATCH 148/199] Add PraisonAI to Frameworks section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 3a269542..6d0f63b6 100644 --- a/README.md +++ b/README.md @@ -1433,6 +1433,7 @@ Interact with Git repositories and version control platforms. Enables repository - [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 +- [MervinPraison/praisonai-mcp](https://github.com/MervinPraison/praisonai-mcp) 🐍 - AI Agents framework with 64+ built-in tools for search, memory, workflows, code execution, and file operations. Turn any AI assistant into a multi-agent system with MCP. ## Tips and Tricks From a4b31af174de8d4394b6c6fb9c1bfa7840cd23e0 Mon Sep 17 00:00:00 2001 From: Ethan Barsketis <68934843+etbars@users.noreply.github.com> Date: Tue, 13 Jan 2026 17:28:37 +0200 Subject: [PATCH 149/199] Added VibeTrader MCP --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 6d0f63b6..d738bcaa 100644 --- a/README.md +++ b/README.md @@ -885,6 +885,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [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 +- [vibetrader/vibetrader-mcp](https://vibetrader-mcp-289016366682.us-central1.run.app) 🐍 ☁️ - AI-powered trading bot platform. Create automated trading strategies with natural language via Alpaca brokerage. ### 🎮 Gaming From 0d94c71634bb7d0102f2b864ff1ccc9a0b85b5bb Mon Sep 17 00:00:00 2001 From: Ethan Barsketis <68934843+etbars@users.noreply.github.com> Date: Tue, 13 Jan 2026 17:35:37 +0200 Subject: [PATCH 150/199] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index d738bcaa..42dc6dba 100644 --- a/README.md +++ b/README.md @@ -885,7 +885,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [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 -- [vibetrader/vibetrader-mcp](https://vibetrader-mcp-289016366682.us-central1.run.app) 🐍 ☁️ - AI-powered trading bot platform. Create automated trading strategies with natural language via Alpaca brokerage. +- [etbars/vibetrader-mcp](https://github.com/etbars/vibetrader-mcp) 🐍 ☁️ - AI-powered trading bot platform. Create automated trading strategies with natural language via Alpaca brokerage. ### 🎮 Gaming From ab5eae095e3b4735a9acb8ce4d0c34434073cd86 Mon Sep 17 00:00:00 2001 From: Pushkaraj Kulkarni <107422421+thepushkaraj@users.noreply.github.com> Date: Wed, 14 Jan 2026 00:43:24 +0530 Subject: [PATCH 151/199] Add ContextMCP to Knowledge & Memory section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 6d0f63b6..c870c489 100644 --- a/README.md +++ b/README.md @@ -917,6 +917,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [contextstream/mcp-server](https://www.npmjs.com/package/@contextstream/mcp-server) 📇 ☁️ 🍎 🪟 🐧 - Universal persistent memory for AI coding tools. Semantic code search, knowledge graphs, impact analysis, decision tracking, and 60+ MCP tools. Works across Cursor, Claude Code, Windsurf, and any MCP client. - [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 +- [dodopayments/contextmcp](https://github.com/dodopayments/context-mcp) 📇 ☁️ 🏠 - Self-hosted MCP server that indexes documentation from various sources and serves it to AI Agents with semantic search. - [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 1e892c1af096af795e772620e2e1f12b06384d37 Mon Sep 17 00:00:00 2001 From: forest6511 <20209757+forest6511@users.noreply.github.com> Date: Wed, 14 Jan 2026 08:42:26 +0900 Subject: [PATCH 152/199] Add secretctl - AI-safe secrets manager MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 6d0f63b6..4a82efcd 100644 --- a/README.md +++ b/README.md @@ -1152,6 +1152,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [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. +- [forest6511/secretctl](https://github.com/forest6511/secretctl) 🏎️ 🏠 🍎 🪟 🐧 - AI-safe secrets manager with MCP integration. Run commands with credentials injected as environment variables - AI agents never see plaintext secrets. Features output sanitization, AES-256-GCM encryption, and Argon2id key derivation. - [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. From fc54aa85cd2e379e42284e51966bb16debc6f245 Mon Sep 17 00:00:00 2001 From: William Marceau Date: Wed, 14 Jan 2026 10:11:06 -0500 Subject: [PATCH 153/199] Add MarceauSolutions MCP servers Added 5 MCP servers from MarceauSolutions: - md-to-pdf-mcp: Markdown to PDF conversion (File Systems) - amazon-seller-mcp: Amazon Seller Central operations (Workplace) - fitness-influencer-mcp: Content creator workflows (Social Media) - rideshare-comparison-mcp: Uber/Lyft price comparison (Travel) - hvac-quotes-mcp: HVAC RFQ management (Workplace) --- README.md | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/README.md b/README.md index 6d0f63b6..513d7dca 100644 --- a/README.md +++ b/README.md @@ -756,6 +756,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [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 +- [MarceauSolutions/md-to-pdf-mcp](https://github.com/MarceauSolutions/md-to-pdf-mcp) 🐍 🏠 🍎 🪟 🐧 - Convert Markdown files to professional PDFs with customizable themes, headers, footers, and styling - [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. - [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. @@ -1201,6 +1202,7 @@ Integration with social media platforms to allow posting, analytics, and interac - [king-of-the-grackles/reddit-research-mcp](https://github.com/king-of-the-grackles/reddit-research-mcp) 🐍 ☁️ - AI-powered Reddit intelligence for market research and competitive analysis. Discover subreddits via semantic search across 20k+ indexed communities, fetch posts/comments with full citations, and manage research feeds. No Reddit API credentials needed. - [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. +- [MarceauSolutions/fitness-influencer-mcp](https://github.com/MarceauSolutions/fitness-influencer-mcp) 🐍 🏠 ☁️ - Fitness content creator workflow automation - video editing with jump cuts, revenue analytics, and branded content creation - [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. - [scrape-badger/scrapebadger-mcp](https://github.com/scrape-badger/scrapebadger-mcp) 🐍 ☁️ - Access Twitter/X data including user profiles, tweets, followers, trends, lists, and communities via the ScrapeBadger API. @@ -1255,6 +1257,7 @@ Access to travel and transportation information. Enables querying schedules, rou - [cobanov/teslamate-mcp](https://github.com/cobanov/teslamate-mcp) 🐍 🏠 - A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data and analytics. - [KyrieTangSheng/mcp-server-nationalparks](https://github.com/KyrieTangSheng/mcp-server-nationalparks) 📇 ☁️ - National Park Service API integration providing latest information of park details, alerts, visitor centers, campgrounds, and events for U.S. National Parks - [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 +- [MarceauSolutions/rideshare-comparison-mcp](https://github.com/MarceauSolutions/rideshare-comparison-mcp) 🐍 ☁️ - Compare Uber and Lyft prices for any route in real-time with fare estimates, surge pricing info, and cheapest option recommendations - [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. @@ -1285,6 +1288,8 @@ Interact with Git repositories and version control platforms. Enables repository - [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. - [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. +- [MarceauSolutions/amazon-seller-mcp](https://github.com/MarceauSolutions/amazon-seller-mcp) 🐍 ☁️ - Amazon Seller Central operations via SP-API - manage inventory, track orders, analyze sales, and optimize listings +- [MarceauSolutions/hvac-quotes-mcp](https://github.com/MarceauSolutions/hvac-quotes-mcp) 🐍 🏠 ☁️ - HVAC equipment RFQ management for contractors - submit quotes to distributors, track responses, and compare pricing - [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 3918107e6b7ca75af697f6a2f61da89cf286e57b Mon Sep 17 00:00:00 2001 From: bluzername Date: Wed, 14 Jan 2026 22:15:11 +0700 Subject: [PATCH 154/199] Add Lenny's Podcast Wisdom MCP server to Knowledge & Memory section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 6d0f63b6..48fa5e81 100644 --- a/README.md +++ b/README.md @@ -913,6 +913,7 @@ 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 - [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. - [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. +- [bluzername/lennys-quotes](https://github.com/bluzername/lennys-quotes) 📇 🏠 - Query 269 episodes of Lenny's Podcast for product management wisdom. Search 51,000+ transcript segments with YouTube timestamps. Perfect for PRDs, strategy, and PM career advice. - [chatmcp/mcp-server-chatsum](https://github.com/chatmcp/mcp-server-chatsum) - Query and summarize your chat messages with AI prompts. - [contextstream/mcp-server](https://www.npmjs.com/package/@contextstream/mcp-server) 📇 ☁️ 🍎 🪟 🐧 - Universal persistent memory for AI coding tools. Semantic code search, knowledge graphs, impact analysis, decision tracking, and 60+ MCP tools. Works across Cursor, Claude Code, Windsurf, and any MCP client. - [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. From 3d38490cdb35e9d45ff9346d269dea084f7e3689 Mon Sep 17 00:00:00 2001 From: ndkasndakn Date: Wed, 14 Jan 2026 20:07:21 +0100 Subject: [PATCH 155/199] Add refund.decide.fyi MCP server to Finance & Fintech --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 48fa5e81..bbb9b243 100644 --- a/README.md +++ b/README.md @@ -763,7 +763,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [Xuanwo/mcp-server-opendal](https://github.com/Xuanwo/mcp-server-opendal) 🐍 🏠 ☁️ - Access any storage with Apache OpenDAL™ ### 💰 Finance & Fintech - +- [decide-fyi/refund-decide-mcp](https://github.com/decide-fyi/refund-decide-mcp) 📇 ☁️ - Deterministic refund eligibility notary MCP server. Returns ALLOWED / DENIED / UNKNOWN for subscription refunds (Adobe, Spotify, etc.) via a stateless rules engine. - [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. - [aaronjmars/web3-research-mcp](https://github.com/aaronjmars/web3-research-mcp) 📇 ☁️ - Deep Research for crypto - free & fully local - [ahmetsbilgin/finbrain-mcp](https://github.com/ahmetsbilgin/finbrain-mcp) 🎖️ 🐍 ☁️ 🏠 - Access institutional-grade alternative financial data directly in your LLM workflows. From 40301e08be4b593ef5f3af95449e43c9c22d96ce Mon Sep 17 00:00:00 2001 From: Yuval Date: Wed, 14 Jan 2026 22:01:40 +0200 Subject: [PATCH 156/199] Add claudia to Workplace & Productivity section Claudia is an AI-native task management system designed for Claude agents, featuring hierarchical tasks, dependencies, sprints, acceptance criteria, and multi-agent coordination with MCP server integration. Co-Authored-By: Claude Opus 4.5 --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 48fa5e81..0c41db4d 100644 --- a/README.md +++ b/README.md @@ -1293,6 +1293,7 @@ Interact with Git repositories and version control platforms. Enables repository - [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. +- [yuvalsuede/claudia](https://github.com/yuvalsuede/claudia) 📇 🏠 🍎 🪟 🐧 - AI-native task management system for Claude agents. Hierarchical tasks, dependencies, sprints, acceptance criteria, multi-agent coordination, and MCP server integration. ### 🛠️ Other Tools and Integrations From 3faf9b7b5c7a0f76a4cd8a34505d8569f90ea3b1 Mon Sep 17 00:00:00 2001 From: "Eric D. Brown" Date: Wed, 14 Jan 2026 15:03:43 -0700 Subject: [PATCH 157/199] Add project-context-mcp to Developer Tools ## Add project-context-mcp **Give Claude Code instant access to your project's institutional knowledge.** ### The Problem You're working with Claude Code on a complex project. Claude is smart, but it doesn't know your team's coding conventions, why you chose that architecture, or the gotchas in your codebase. You end up copy-pasting the same context into every conversation. ### The Solution Create a `.context/` folder. Drop in your docs. Now when you type `@` in Claude Code, your context files appear right alongside your source files: Help me add a new API endpoint @api-patterns.md @conventions.md One mention and Claude knows exactly how your team structures code. ### Features - **Zero config** - Just create `.context/` and go - **Selective inclusion** - Only include relevant docs per task (unlike CLAUDE.md which is always included) - **Supports everything** - Markdown, YAML, JSON, SQL, code examples, and more - **Smart naming** - Extracts titles from markdown headings for clean autocomplete ### Perfect for - Team coding conventions and standards - Architecture decision records - API design patterns - Database schemas and gotchas - Domain glossaries for complex industries ### Quick Start ```bash claude mcp add project-context -s user -- uvx project-context-mcp Links - GitHub: https://github.com/ericbrown/project-context-mcp - PyPI: https://pypi.org/project/project-context-mcp/ --- Built for developers who are tired of repeating themselves. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 48fa5e81..b63c9b6b 100644 --- a/README.md +++ b/README.md @@ -574,6 +574,7 @@ Tools and integrations that enhance the development workflow and environment man - [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. +- [ericbrown/project-context-mcp](https://github.com/ericbrown/project-context-mcp) 🐍 🏠 - Exposes `.context/` folder files as MCP resources, giving Claude Code instant access to project documentation via `@` mentions. - [eyaltoledano/claude-task-master](https://github.com/eyaltoledano/claude-task-master) 📇 ☁️ 🏠 - AI-powered task management system for AI-driven development. Features PRD parsing, task expansion, multi-provider support (Claude, OpenAI, Gemini, Perplexity, xAI), and selective tool loading for optimized context usage. - [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 c1773762b1e83dcd39f1ce5a33af047f9c59b8ab Mon Sep 17 00:00:00 2001 From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com> Date: Wed, 14 Jan 2026 18:47:55 -0600 Subject: [PATCH 158/199] Update README.md --- README.md | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 48fa5e81..051be11c 100644 --- a/README.md +++ b/README.md @@ -14,7 +14,10 @@ > Read [The State of MCP in 2025](https://glama.ai/blog/2025-12-07-the-state-of-mcp-in-2025) report. > [!IMPORTANT] -> [Awesome MCP Servers](https://glama.ai/mcp/servers) web directory +> [Awesome MCP Servers](https://glama.ai/mcp/servers) web directory. + +> [!IMPORTANT] +> Test servers using [MCP Inspector](https://glama.ai/mcp/inspector?servers=%5B%7B%22id%22%3A%22test%22%2C%22name%22%3A%22test%22%2C%22requestTimeout%22%3A10000%2C%22url%22%3A%22https%3A%2F%2Fmcp-test.glama.ai%2Fmcp%22%7D%5D). A curated list of awesome Model Context Protocol (MCP) servers. From b710cce9e324c48e906dd40fc3b0d0f1fb8900d9 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Serkan=20=C3=96ZAL?= Date: Thu, 15 Jan 2026 17:44:10 +0300 Subject: [PATCH 159/199] Add `serkan-ozal/browser-devtools-mcp` to README --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 051be11c..99ceab02 100644 --- a/README.md +++ b/README.md @@ -240,6 +240,7 @@ Web content access and automation capabilities. Enables searching, scraping, and - [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 +- [serkan-ozal/browser-devtools-mcp](https://github.com/serkan-ozal/browser-devtools-mcp) 📇 - An MCP Server enables AI assistants to autonomously test, debug, and validate web applications. - [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. - [Pantheon-Security/chrome-mcp-secure](https://github.com/Pantheon-Security/chrome-mcp-secure) 📇 🏠 🍎 🪟 🐧 - Security-hardened Chrome automation with post-quantum encryption (ML-KEM-768 + ChaCha20-Poly1305), secure credential vault, memory scrubbing, and audit logging. 22 tools for browser automation and secure logins. From 8a0bb23d12a75c2daea2c479093a9f3521cd90f6 Mon Sep 17 00:00:00 2001 From: Vladimir Urushev Date: Thu, 15 Jan 2026 19:57:03 +0100 Subject: [PATCH 160/199] Add mcp-datalink server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index c06ecd87..a63b7ca2 100644 --- a/README.md +++ b/README.md @@ -480,6 +480,7 @@ Secure database access with schema inspection capabilities. Enables querying and - [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. +- [pilat/mcp-datalink](https://github.com/pilat/mcp-datalink) 📇 🏠 - MCP server for secure database access (PostgreSQL, MySQL, SQLite) with parameterized queries and schema inspection - [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. From 6fae4ab8bbe97b127b20cef13976f2a5d6b75484 Mon Sep 17 00:00:00 2001 From: Copilot <198982749+Copilot@users.noreply.github.com> Date: Thu, 15 Jan 2026 12:17:12 -0800 Subject: [PATCH 161/199] Add swift-mcp to Developer Tools section (#1) --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 051be11c..e6ec8492 100644 --- a/README.md +++ b/README.md @@ -576,6 +576,7 @@ 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 - [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 +- [efremidze/swift-mcp](https://github.com/efremidze/swift-mcp) 📇 ☁️ 🍎 🪟 🐧 - Curated Swift/SwiftUI patterns from top iOS developers. Access best practices, patterns, and code examples from Swift by Sundell, Antoine van der Lee, and other leading iOS educators. - [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. - [eyaltoledano/claude-task-master](https://github.com/eyaltoledano/claude-task-master) 📇 ☁️ 🏠 - AI-powered task management system for AI-driven development. Features PRD parsing, task expansion, multi-provider support (Claude, OpenAI, Gemini, Perplexity, xAI), and selective tool loading for optimized context usage. - [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. From 59b28069956f800613cecdd8080e9508f9c931be Mon Sep 17 00:00:00 2001 From: Lasha Efremidze Date: Thu, 15 Jan 2026 12:42:03 -0800 Subject: [PATCH 162/199] Update README.md Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index e6ec8492..21ea11bc 100644 --- a/README.md +++ b/README.md @@ -575,8 +575,8 @@ 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 - [efremidze/swift-mcp](https://github.com/efremidze/swift-mcp) 📇 ☁️ 🍎 🪟 🐧 - Curated Swift/SwiftUI patterns from top iOS developers. Access best practices, patterns, and code examples from Swift by Sundell, Antoine van der Lee, and other leading iOS educators. +- [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. - [eyaltoledano/claude-task-master](https://github.com/eyaltoledano/claude-task-master) 📇 ☁️ 🏠 - AI-powered task management system for AI-driven development. Features PRD parsing, task expansion, multi-provider support (Claude, OpenAI, Gemini, Perplexity, xAI), and selective tool loading for optimized context usage. - [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. From 63f35c41b9ef946f1922d67485669d9289cbeb25 Mon Sep 17 00:00:00 2001 From: Youssef Bouhjira Date: Fri, 16 Jan 2026 10:08:14 +0100 Subject: [PATCH 163/199] Add claude-code-tts to Text-to-Speech section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index a63b7ca2..04a74d8f 100644 --- a/README.md +++ b/README.md @@ -1252,6 +1252,7 @@ Tools for converting text-to-speech and vice-versa - [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. +- [ybouhjira/claude-code-tts](https://github.com/ybouhjira/claude-code-tts) 🏎️ ☁️ 🍎 🪟 🐧 - MCP server plugin for Claude Code that converts text to speech using OpenAI's TTS API. Features 6 voices, worker pool architecture, mutex-protected playback, and cross-platform support. ### 🚆 Travel & Transportation From 73aeae41bfa9f5dd533fdc5c5dffbecabbd07651 Mon Sep 17 00:00:00 2001 From: Lasha Efremidze Date: Fri, 16 Jan 2026 14:20:22 -0800 Subject: [PATCH 164/199] Update swift-mcp link and remove unnecessary icons --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 21ea11bc..0d3f8fd5 100644 --- a/README.md +++ b/README.md @@ -575,7 +575,7 @@ 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 -- [efremidze/swift-mcp](https://github.com/efremidze/swift-mcp) 📇 ☁️ 🍎 🪟 🐧 - Curated Swift/SwiftUI patterns from top iOS developers. Access best practices, patterns, and code examples from Swift by Sundell, Antoine van der Lee, and other leading iOS educators. +- [efremidze/swift-mcp](https://github.com/efremidze/swift-mcp) 📇 🏠 - Curated Swift/SwiftUI patterns from top iOS developers. Access best practices, patterns, and code examples from Swift by Sundell, Antoine van der Lee, and other leading iOS educators. - [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. - [eyaltoledano/claude-task-master](https://github.com/eyaltoledano/claude-task-master) 📇 ☁️ 🏠 - AI-powered task management system for AI-driven development. Features PRD parsing, task expansion, multi-provider support (Claude, OpenAI, Gemini, Perplexity, xAI), and selective tool loading for optimized context usage. From 1f87af4ff9872c54fcec46b8bb206be1f7f447d7 Mon Sep 17 00:00:00 2001 From: Lasha Efremidze Date: Fri, 16 Jan 2026 14:25:35 -0800 Subject: [PATCH 165/199] Enhance swift-mcp entry with additional emojis Updated the swift-mcp entry to include additional emojis for better categorization. --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 0d3f8fd5..5330c3e0 100644 --- a/README.md +++ b/README.md @@ -575,7 +575,7 @@ 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 -- [efremidze/swift-mcp](https://github.com/efremidze/swift-mcp) 📇 🏠 - Curated Swift/SwiftUI patterns from top iOS developers. Access best practices, patterns, and code examples from Swift by Sundell, Antoine van der Lee, and other leading iOS educators. +- [efremidze/swift-mcp](https://github.com/efremidze/swift-mcp) 📇 🏠 🍎 🪟 🐧 - Curated Swift/SwiftUI patterns from top iOS developers. Access best practices, patterns, and code examples from Swift by Sundell, Antoine van der Lee, and other leading iOS educators. - [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. - [eyaltoledano/claude-task-master](https://github.com/eyaltoledano/claude-task-master) 📇 ☁️ 🏠 - AI-powered task management system for AI-driven development. Features PRD parsing, task expansion, multi-provider support (Claude, OpenAI, Gemini, Perplexity, xAI), and selective tool loading for optimized context usage. From 25d9b58260a2d8b307c94b47f1114b29ae7f0f80 Mon Sep 17 00:00:00 2001 From: Shehab Tarek Date: Sat, 17 Jan 2026 03:05:50 +0200 Subject: [PATCH 166/199] Add agent-skill-loader MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 04a74d8f..35cd16b0 100644 --- a/README.md +++ b/README.md @@ -554,6 +554,7 @@ 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 +- [back1ply/agent-skill-loader](https://github.com/back1ply/agent-skill-loader) 📇 🏠 - Dynamically load Claude Code skills into AI agents without copying files. Discover, read, and install skills on demand. - [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. - [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. From 51457a2689fc7c458011186a0c8fe9367ae15786 Mon Sep 17 00:00:00 2001 From: Enes K Date: Sat, 17 Jan 2026 12:25:46 +0300 Subject: [PATCH 167/199] Add VAP - Execution Control Layer for AI Agents --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 04a74d8f..17868f12 100644 --- a/README.md +++ b/README.md @@ -1031,6 +1031,7 @@ 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 +- [elestirelbilinc-sketch/vap-e](https://github.com/elestirelbilinc-sketch/vap-e) 🐍 ☁️ 🍎 🪟 🐧 - Execution control layer for AI agents calling paid APIs. Pre-commit pricing, budget enforcement, deterministic retry behavior. Images ($0.18), Videos ($1.96), Music ($0.68). - [strato-space/media-gen-mcp](https://github.com/strato-space/media-gen-mcp) 📇 ☁️ 🏠 - TypeScript MCP server for OpenAI Images/Videos and Google GenAI (Veo) media generation, editing, and asset downloads. - [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. From 4fe3a50bf3af3582b1a92b90c6c98ca84cf0bd57 Mon Sep 17 00:00:00 2001 From: Enes K Date: Sat, 17 Jan 2026 12:53:36 +0300 Subject: [PATCH 168/199] Fix: Update VAP link to public showcase repo --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 17868f12..d830cca0 100644 --- a/README.md +++ b/README.md @@ -1031,7 +1031,7 @@ 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 -- [elestirelbilinc-sketch/vap-e](https://github.com/elestirelbilinc-sketch/vap-e) 🐍 ☁️ 🍎 🪟 🐧 - Execution control layer for AI agents calling paid APIs. Pre-commit pricing, budget enforcement, deterministic retry behavior. Images ($0.18), Videos ($1.96), Music ($0.68). +- [elestirelbilinc-sketch/vap-showcase](https://github.com/elestirelbilinc-sketch/vap-showcase) 🐍 ☁️ 🍎 🪟 🐧 - Execution control layer for AI agents calling paid APIs. Pre-commit pricing, budget enforcement, deterministic retry behavior. Images ($0.18), Videos ($1.96), Music ($0.68). - [strato-space/media-gen-mcp](https://github.com/strato-space/media-gen-mcp) 📇 ☁️ 🏠 - TypeScript MCP server for OpenAI Images/Videos and Google GenAI (Veo) media generation, editing, and asset downloads. - [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. From 96f2da288f0ee835e0e1002e27d887629991496b Mon Sep 17 00:00:00 2001 From: Michael Kantor <6068672+kantorcodes@users.noreply.github.com> Date: Sat, 17 Jan 2026 11:31:40 -0500 Subject: [PATCH 169/199] Add HOL Hashnet MCP Server Signed-off-by: Michael Kantor <6068672+kantorcodes@users.noreply.github.com> --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 04a74d8f..c894c227 100644 --- a/README.md +++ b/README.md @@ -132,6 +132,7 @@ Servers for accessing many apps and tools through a single MCP server. - [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. +- [hashgraph-online/hashnet-mcp-js](https://github.com/hashgraph-online/hashnet-mcp-js) 📇 ☁️ 🍎 🪟 🐧 - Universal Agentic Registry MCP server providing AI agent discovery, blockchain-based identity (ERC-8004, UAIDs), and cross-protocol communication. Enables agent search, registration, and autonomous commerce via x402 protocol. - [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. - [jaspertvdm/mcp-server-gemini-bridge](https://github.com/jaspertvdm/mcp-server-gemini-bridge) 🐍 ☁️ - Bridge to Google Gemini API. Access Gemini Pro and Flash models through MCP. - [jaspertvdm/mcp-server-ollama-bridge](https://github.com/jaspertvdm/mcp-server-ollama-bridge) 🐍 🏠 - Bridge to local Ollama LLM server. Run Llama, Mistral, Qwen and other local models through MCP. From a451dadbf9eaf06abb0b6cccab1788f57911d64c Mon Sep 17 00:00:00 2001 From: Jason Wilbur Date: Sat, 17 Jan 2026 09:10:14 -0800 Subject: [PATCH 170/199] Add oci-pricing-mcp to Cloud Platforms section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 04a74d8f..ebd8a5e4 100644 --- a/README.md +++ b/README.md @@ -264,6 +264,7 @@ Cloud platform service integration. Enables management and interaction with clou - [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. +- [jasonwilbur/oci-pricing-mcp](https://github.com/jasonwilbur/oci-pricing-mcp) 📇 ☁️ - Oracle Cloud Infrastructure pricing data with 602 products, cost calculators, and cross-provider comparisons. One-command install for Claude. - [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. From 508c4d2b8a7e97ae3ab8fd336fcbce95e60ee2ec Mon Sep 17 00:00:00 2001 From: Alex Sato Date: Sat, 17 Jan 2026 14:39:43 -0800 Subject: [PATCH 171/199] Add lightningfaucet/mcp-server - Bitcoin Lightning wallet for AI agents --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index ebd8a5e4..7059cdaa 100644 --- a/README.md +++ b/README.md @@ -855,6 +855,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [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. +- [lightningfaucet/mcp-server](https://github.com/lightningfaucet/mcp-server) 📇 ☁️ - AI Agent Bitcoin wallet with L402 payments - operators fund agents, agents make autonomous Lightning Network payments. - [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. From 4aa6ca2577a586a56cf95082cd532f8230bd0d50 Mon Sep 17 00:00:00 2001 From: Danila Poyarkov Date: Sun, 18 Jan 2026 12:04:55 +0300 Subject: [PATCH 172/199] Add figma-use MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 7059cdaa..d4f900f5 100644 --- a/README.md +++ b/README.md @@ -585,6 +585,7 @@ Tools and integrations that enhance the development workflow and environment man - [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. +- [dannote/figma-use](https://github.com/dannote/figma-use) 📇 🏠 - Full Figma control: create shapes, text, components, set styles, auto-layout, variables, export. 80+ tools. - [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). From a66eae6ccccabc4fec4313bba16ead1391fafc7e Mon Sep 17 00:00:00 2001 From: Sidney Bissoli Date: Sun, 18 Jan 2026 14:44:00 -0300 Subject: [PATCH 173/199] Add ibge-br-mcp - Brazilian Census Bureau (IBGE) data server --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 7059cdaa..b41012ab 100644 --- a/README.md +++ b/README.md @@ -488,11 +488,11 @@ 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. - - [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. +- [SidneyBissoli/ibge-br-mcp](https://github.com/SidneyBissoli/ibge-br-mcp) 📇 ☁️ - Brazilian Census Bureau (IBGE) data server with 23 tools for demographics, geography, economics, and statistics. Covers localities, SIDRA tables, Census data, population projections, and geographic meshes. - [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. From 27b1e7e869248b7bded2aa6822524bc5bef6b486 Mon Sep 17 00:00:00 2001 From: Gridinsoft Date: Sun, 18 Jan 2026 14:54:19 -0800 Subject: [PATCH 174/199] Add gridinsoft/mcp-inspector to Security section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 7059cdaa..954ed221 100644 --- a/README.md +++ b/README.md @@ -1167,6 +1167,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [gbrigandi/mcp-server-thehive](https://github.com/gbrigandi/mcp-server-thehive) 🦀 🏠 🚨 🍎 🪟 🐧 - A Rust-based MCP server to integrate TheHive, facilitating collaborative security incident response and case management via AI. - [gbrigandi/mcp-server-wazuh](https://github.com/gbrigandi/mcp-server-wazuh) 🦀 🏠 🚨 🍎 🪟 🐧 - A Rust-based MCP server bridging Wazuh SIEM with AI assistants, providing real-time security alerts and event data for enhanced contextual understanding. - [girste/mcp-cybersec-watchdog](https://github.com/girste/mcp-cybersec-watchdog) 🐍 🏠 🐧 - Comprehensive Linux server security audit with 89 CIS Benchmark controls, NIST 800-53, and PCI-DSS compliance checks. Real-time monitoring with anomaly detection across 23 analyzers: firewall, SSH, fail2ban, Docker, CVE, rootkit, SSL/TLS, filesystem, network, and more. +- [gridinsoft/mcp-inspector](https://github.com/gridinsoft/mcp-inspector) 📇 ☁️ 🍎 🪟 🐧 - MCP server for domain and URL security analysis powered by GridinSoft Inspector, enabling AI agents to verify website and link safety. - [hieutran/entraid-mcp-server](https://github.com/hieuttmmo/entraid-mcp-server) 🐍 ☁️ - A MCP server for Microsoft Entra ID (Azure AD) directory, user, group, device, sign-in, and security operations via Microsoft Graph Python SDK. - [intruder-io/intruder-mcp](https://github.com/intruder-io/intruder-mcp) 🐍 ☁️ - MCP server to access [Intruder](https://www.intruder.io/), helping you identify, understand, and fix security vulnerabilities in your infrastructure. - [jaspertvdm/mcp-server-inject-bender](https://github.com/jaspertvdm/mcp-server-inject-bender) 🐍 ☁️ 🏠 - Security through absurdity: transforms SQL injection and XSS attempts into harmless comedy responses using AI-powered humor defense. From c21793729eafd17a29ab631cd5aff74053feebfb Mon Sep 17 00:00:00 2001 From: Sahil Patel <93072382+sahip9211@users.noreply.github.com> Date: Mon, 19 Jan 2026 14:16:35 +0530 Subject: [PATCH 175/199] Adding Testdino to awesome-mcp-servers Adding Testdino to awesome-mcp-servers --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 17298d3d..7662191c 100644 --- a/README.md +++ b/README.md @@ -677,6 +677,7 @@ Tools and integrations that enhance the development workflow and environment man - [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! - [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. +- [testdino-hq/testdino-mcp](https://github.com/testdino-hq/testdino-mcp) 🎖️ 📇 ☁️ - Connects your TestDino testrun/testcase data to AI agents so you can review runs, debug failures, and manage manual test cases using natural language. - [dorukardahan/twitterapi-docs-mcp](https://github.com/dorukardahan/twitterapi-docs-mcp) 📇 🏠 - Offline access to TwitterAPI.io documentation for AI assistants. 52 API endpoints, guides, pricing info, and authentication docs. - [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. From 2c77d3f5f2196a653352f75f51f92a6f82858ff1 Mon Sep 17 00:00:00 2001 From: Vedad Sose Date: Wed, 14 Jan 2026 23:55:31 +0700 Subject: [PATCH 176/199] Add ovlabs/mcp-server-originalvoices server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 7662191c..82061572 100644 --- a/README.md +++ b/README.md @@ -1046,6 +1046,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [Pantheon-Security/notebooklm-mcp-secure](https://github.com/Pantheon-Security/notebooklm-mcp-secure) 📇 🏠 🍎 🪟 🐧 - Query Google NotebookLM from Claude/AI agents with 14 security hardening layers. Session-based conversations, notebook library management, and source-grounded research responses. - [pminervini/deep-research-mcp](https://github.com/pminervini/deep-research-mcp) 🐍 ☁️ 🏠 - Deep research MCP server for OpenAI Responses API or Open Deep Research (smolagents), with web search and code interpreter support. +- [ovlabs/mcp-server-originalvoices](https://github.com/ovlabs/mcp-server-originalvoices) 📇 ☁️ - Instantly understand what real users think and why by querying our network of 1:1 Digital Twins - each representing a real person. Give your AI agents authentic human context to ground outputs, improve creative, and make smarter decisions. - [thinkchainai/agentinterviews_mcp](https://github.com/thinkchainai/agentinterviews_mcp) - Conduct AI-powered qualitative research interviews and surveys at scale with [Agent Interviews](https://agentinterviews.com). Create interviewers, manage research projects, recruit participants, and analyze interview data through MCP. ### 🔎 end to end RAG platforms From d35a048afabf188356ccc9b82a80a1cb9804881e Mon Sep 17 00:00:00 2001 From: Marc Chametzky Date: Mon, 19 Jan 2026 08:18:45 -0500 Subject: [PATCH 177/199] Add Daghis/teamcity-mcp to Developer Tools Co-Authored-By: Claude Opus 4.5 --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 7662191c..41d773fa 100644 --- a/README.md +++ b/README.md @@ -572,6 +572,7 @@ Tools and integrations that enhance the development workflow and environment man - [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). +- [Daghis/teamcity-mcp](https://github.com/Daghis/teamcity-mcp) 📇 ☁️ 🍎 🪟 🐧 - MCP server for JetBrains TeamCity with 87 tools for builds, tests, agents, and CI/CD pipeline management. Features dual-mode operation (dev/full) and runtime mode switching. - [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/) From 414cb104ba0633e05be44db81ce1f6df5ef2eef2 Mon Sep 17 00:00:00 2001 From: Michael Kantor <6068672+kantorcodes@users.noreply.github.com> Date: Mon, 19 Jan 2026 08:21:46 -0500 Subject: [PATCH 178/199] Simplify description --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index c894c227..8aa836ec 100644 --- a/README.md +++ b/README.md @@ -132,7 +132,7 @@ Servers for accessing many apps and tools through a single MCP server. - [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. -- [hashgraph-online/hashnet-mcp-js](https://github.com/hashgraph-online/hashnet-mcp-js) 📇 ☁️ 🍎 🪟 🐧 - Universal Agentic Registry MCP server providing AI agent discovery, blockchain-based identity (ERC-8004, UAIDs), and cross-protocol communication. Enables agent search, registration, and autonomous commerce via x402 protocol. +- [hashgraph-online/hashnet-mcp-js](https://github.com/hashgraph-online/hashnet-mcp-js) 📇 ☁️ 🍎 🪟 🐧 - MCP server for the Registry Broker. Discover, register, and chat with AI agents on the Hashgraph network. - [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. - [jaspertvdm/mcp-server-gemini-bridge](https://github.com/jaspertvdm/mcp-server-gemini-bridge) 🐍 ☁️ - Bridge to Google Gemini API. Access Gemini Pro and Flash models through MCP. - [jaspertvdm/mcp-server-ollama-bridge](https://github.com/jaspertvdm/mcp-server-ollama-bridge) 🐍 🏠 - Bridge to local Ollama LLM server. Run Llama, Mistral, Qwen and other local models through MCP. From f250d11e132120290f06395ee65d1b49bc3f0b7e Mon Sep 17 00:00:00 2001 From: Ivan Zaikin Date: Mon, 19 Jan 2026 21:28:56 +0700 Subject: [PATCH 179/199] Add utapyngo/sentry-mcp-rs --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 7662191c..4a5e5eaf 100644 --- a/README.md +++ b/README.md @@ -1018,6 +1018,7 @@ Access and analyze application monitoring data. Enables AI models to review erro - [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 - [getsentry/sentry-mcp](https://github.com/getsentry/sentry-mcp) 🐍 ☁️ - Sentry.io integration for error tracking and performance monitoring +- [utapyngo/sentry-mcp-rs](https://github.com/utapyngo/sentry-mcp-rs) 🦀 🐧 - Fast and minimal Sentry MCP server written in Rust - [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 1c439abe108b75af20766ea69906455a14187be2 Mon Sep 17 00:00:00 2001 From: Ivan Zaikin Date: Mon, 19 Jan 2026 21:33:53 +0700 Subject: [PATCH 180/199] Modify Sentry MCP server link description Updated the description of the Sentry MCP server link to include cloud support. --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 4a5e5eaf..00c611d4 100644 --- a/README.md +++ b/README.md @@ -1018,7 +1018,7 @@ Access and analyze application monitoring data. Enables AI models to review erro - [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 - [getsentry/sentry-mcp](https://github.com/getsentry/sentry-mcp) 🐍 ☁️ - Sentry.io integration for error tracking and performance monitoring -- [utapyngo/sentry-mcp-rs](https://github.com/utapyngo/sentry-mcp-rs) 🦀 🐧 - Fast and minimal Sentry MCP server written in Rust +- [utapyngo/sentry-mcp-rs](https://github.com/utapyngo/sentry-mcp-rs) 🦀 ☁️ - Fast and minimal Sentry MCP server written in Rust - [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 a11191e2d0b7dc171f81ceea70a7716da7cb5b66 Mon Sep 17 00:00:00 2001 From: Daniele Pelleri Date: Mon, 19 Jan 2026 17:21:58 +0100 Subject: [PATCH 181/199] Add arvo-mcp to Sports section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 7662191c..6280cc58 100644 --- a/README.md +++ b/README.md @@ -1227,6 +1227,7 @@ 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. - [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 +- [khaoss85/arvo-mcp](https://github.com/khaoss85/arvo-mcp) 📇 ☁️ - AI workout coach MCP server for Arvo. Access training data, workout history, personal records, body progress, and 29 fitness tools through Claude Desktop. ### 🎧 Support & Service Management From c48ff81461cb2d3bc6b2f9d03a084ea803dd5c45 Mon Sep 17 00:00:00 2001 From: Jason Wilbur Date: Mon, 19 Jan 2026 09:24:55 -0800 Subject: [PATCH 182/199] Add cloud-cost-mcp - Multi-cloud pricing comparison --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 7662191c..c54b59de 100644 --- a/README.md +++ b/README.md @@ -264,6 +264,7 @@ Cloud platform service integration. Enables management and interaction with clou - [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. +- [jasonwilbur/cloud-cost-mcp](https://github.com/jasonwilbur/cloud-cost-mcp) 📇 ☁️ 🍎 🪟 🐧 - Multi-cloud pricing comparison across AWS, Azure, GCP, and OCI with 2,700+ instance types. Real-time pricing from public APIs, workload calculators, and migration savings estimator. - [jasonwilbur/oci-pricing-mcp](https://github.com/jasonwilbur/oci-pricing-mcp) 📇 ☁️ - Oracle Cloud Infrastructure pricing data with 602 products, cost calculators, and cross-provider comparisons. One-command install for Claude. - [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. From ed62a568c15370b14031934fc6afb1ce09e13571 Mon Sep 17 00:00:00 2001 From: Es Lee Date: Mon, 19 Jan 2026 14:40:30 -0500 Subject: [PATCH 183/199] Add Voxie AI Directory MCP server Adds sonnyflylock/voxie-ai-directory-mcp to Aggregators section. This MCP server provides: - Query AI services accessible via phone or webchat - Instant webchat URLs for Voxie AI personas - Third-party services like ChatGPT (1-800-CHATGPT) - Public mode exposes webchat only (free), full mode includes phone numbers Repository: https://github.com/sonnyflylock/voxie-ai-directory-mcp --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 7662191c..9e26d66d 100644 --- a/README.md +++ b/README.md @@ -144,6 +144,7 @@ Servers for accessing many apps and tools through a single MCP server. - [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. +- [sonnyflylock/voxie-ai-directory-mcp](https://github.com/sonnyflylock/voxie-ai-directory-mcp) 📇 ☁️ - AI Phone Number Directory providing access to AI services via webchat. Query Voxie AI personas and third-party services like ChatGPT, with instant webchat URLs for free interactions. - [thinkchainai/mcpbundles](https://github.com/thinkchainai/mcpbundles) - MCP Bundles: Create custom bundles of tools and connect providers with OAuth or API keys. Use one MCP server across thousands of integrations, with programmatic tool calling and MCP UI for managing bundles and credentials. - [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 9f02ab26b477a5d145a82d3d51a304e44b5f4f73 Mon Sep 17 00:00:00 2001 From: Lasha Efremidze Date: Mon, 19 Jan 2026 16:18:46 -0800 Subject: [PATCH 184/199] Update swift-mcp link to swift-patterns-mcp --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 5330c3e0..45e6ccd6 100644 --- a/README.md +++ b/README.md @@ -575,7 +575,7 @@ 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 -- [efremidze/swift-mcp](https://github.com/efremidze/swift-mcp) 📇 🏠 🍎 🪟 🐧 - Curated Swift/SwiftUI patterns from top iOS developers. Access best practices, patterns, and code examples from Swift by Sundell, Antoine van der Lee, and other leading iOS educators. +- [efremidze/swift-patterns-mcp](https://github.com/efremidze/swift-patterns-mcp) 📇 🏠 🍎 🪟 🐧 - Curated Swift/SwiftUI patterns from top iOS developers. Access best practices, patterns, and code examples from Swift by Sundell, Antoine van der Lee, and other leading iOS educators. - [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. - [eyaltoledano/claude-task-master](https://github.com/eyaltoledano/claude-task-master) 📇 ☁️ 🏠 - AI-powered task management system for AI-driven development. Features PRD parsing, task expansion, multi-provider support (Claude, OpenAI, Gemini, Perplexity, xAI), and selective tool loading for optimized context usage. From 1d62130466959225ff4a00f3d50cc6ce0fa492b7 Mon Sep 17 00:00:00 2001 From: Lasha Efremidze Date: Mon, 19 Jan 2026 16:24:35 -0800 Subject: [PATCH 185/199] Revise efremidze/swift-patterns-mcp description Updated description for the efremidze/swift-patterns-mcp project to clarify its purpose and content. --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 45e6ccd6..cea8f635 100644 --- a/README.md +++ b/README.md @@ -575,7 +575,7 @@ 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 -- [efremidze/swift-patterns-mcp](https://github.com/efremidze/swift-patterns-mcp) 📇 🏠 🍎 🪟 🐧 - Curated Swift/SwiftUI patterns from top iOS developers. Access best practices, patterns, and code examples from Swift by Sundell, Antoine van der Lee, and other leading iOS educators. +- [efremidze/swift-patterns-mcp](https://github.com/efremidze/swift-patterns-mcp) 📇 🏠 🍎 🪟 🐧 - An MCP server providing curated Swift and SwiftUI best practices from leading iOS developers, including patterns and real-world code examples from Swift by Sundell, SwiftLee, and other trusted sources. - [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. - [eyaltoledano/claude-task-master](https://github.com/eyaltoledano/claude-task-master) 📇 ☁️ 🏠 - AI-powered task management system for AI-driven development. Features PRD parsing, task expansion, multi-provider support (Claude, OpenAI, Gemini, Perplexity, xAI), and selective tool loading for optimized context usage. From 811692ed80ea0a7af9107fdf739204ca8bb010ec Mon Sep 17 00:00:00 2001 From: 1bcMax Date: Tue, 20 Jan 2026 06:41:37 -0500 Subject: [PATCH 186/199] Add BlockRun MCP - Access 30+ AI models without API keys --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 9e26d66d..8a81b12b 100644 --- a/README.md +++ b/README.md @@ -129,6 +129,7 @@ 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. +- [blockrunai/blockrun-mcp](https://github.com/blockrunai/blockrun-mcp) 📇 ☁️ 🍎 🪟 🐧 - Access 30+ AI models (GPT-5, Claude, Gemini, Grok, DeepSeek) without API keys. Pay-per-use via x402 micropayments with USDC on Base. - [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 d5ae9e1394bbc0c9e68887475c80342b56d71595 Mon Sep 17 00:00:00 2001 From: elestirelbilinc-sketch Date: Tue, 20 Jan 2026 19:54:10 +0300 Subject: [PATCH 187/199] Update description: Remove prices, add Flux/Veo/Suno keywords - Remove explicit pricing (now on website) - Add model keywords: Flux, Veo, Suno for discoverability - Simplify description to focus on cost control value Co-Authored-By: Claude Opus 4.5 --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index d830cca0..21fc506f 100644 --- a/README.md +++ b/README.md @@ -1031,7 +1031,7 @@ 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 -- [elestirelbilinc-sketch/vap-showcase](https://github.com/elestirelbilinc-sketch/vap-showcase) 🐍 ☁️ 🍎 🪟 🐧 - Execution control layer for AI agents calling paid APIs. Pre-commit pricing, budget enforcement, deterministic retry behavior. Images ($0.18), Videos ($1.96), Music ($0.68). +- [elestirelbilinc-sketch/vap-showcase](https://github.com/elestirelbilinc-sketch/vap-showcase) 🐍 ☁️ 🍎 🪟 🐧 - AI media generation (Flux, Veo, Suno) with cost control. Pre-commit pricing, budget enforcement, reserve-burn-refund billing. - [strato-space/media-gen-mcp](https://github.com/strato-space/media-gen-mcp) 📇 ☁️ 🏠 - TypeScript MCP server for OpenAI Images/Videos and Google GenAI (Veo) media generation, editing, and asset downloads. - [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. From d81229396e31f4c64f0e3475824e77c14a8c2133 Mon Sep 17 00:00:00 2001 From: ggeorgie Date: Wed, 21 Jan 2026 09:53:37 +0100 Subject: [PATCH 188/199] Add spre-sre/lumino-mcp-server to Cloud Platforms Lumino MCP Server is an AI-powered SRE observability tool for Kubernetes and OpenShift with 40+ tools for Tekton pipeline debugging, log analysis, root cause analysis, and predictive monitoring. Repository: https://github.com/spre-sre/lumino-mcp-server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 07fb9166..6df1a66b 100644 --- a/README.md +++ b/README.md @@ -284,6 +284,7 @@ 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. - [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. +- [spre-sre/lumino-mcp-server](https://github.com/spre-sre/lumino-mcp-server) 🐍 ☁️ - AI-powered SRE observability for Kubernetes and OpenShift with 40+ tools for Tekton pipeline debugging, log analysis, root cause analysis, and predictive monitoring. - [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. - [strowk/mcp-k8s-go](https://github.com/strowk/mcp-k8s-go) 🏎️ ☁️/🏠 - Kubernetes cluster operations through MCP From de7f4035af982254d25fbebbfecfc71080eba3af Mon Sep 17 00:00:00 2001 From: audi0417 <64790460+audi0417@users.noreply.github.com> Date: Wed, 21 Jan 2026 20:24:35 +0800 Subject: [PATCH 189/199] 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 1965e73d..08b3b54c 100644 --- a/README-zh_TW.md +++ b/README-zh_TW.md @@ -122,6 +122,7 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和 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 +- [healthymind-tech/Taiwan-Health-MCP](https://github.com/healthymind-tech/Taiwan-Health-MCP) 🐍 🏠 ☁️ - 提供台灣醫療資料（ICD-10、藥品資訊）的 MCP Server，支援 AI Agent 整合。 ### 🎨 藝術與文化 From bbfd44466bcd31b19d6fa805ae7885ac3c905eb9 Mon Sep 17 00:00:00 2001 From: LIUWEI Date: Wed, 21 Jan 2026 21:07:10 +0800 Subject: [PATCH 190/199] Add mcp-creator-growth - AI learning sidecar with debug memory Added SunflowersLwtech/mcp_creator_growth to the Coding Agents section. This MCP server provides: - Interactive blocking quizzes for learning verification - Silent RAG-based debug memory for agents - 56% token optimization through progressive disclosure - Multi-language support (EN/CN/TW) - Cross-platform compatibility Co-Authored-By: Claude Sonnet 4.5 --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 07fb9166..031900c3 100644 --- a/README.md +++ b/README.md @@ -330,6 +330,7 @@ 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 - [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. +- [SunflowersLwtech/mcp_creator_growth](https://github.com/SunflowersLwtech/mcp_creator_growth) 🐍 🏠 🍎 🪟 🐧 - Intelligent learning sidecar for AI coding assistants. Helps developers learn from AI-generated code changes through interactive blocking quizzes and provides agents with persistent project-specific debugging memory using silent RAG tools. Features 56% token optimization and multi-language support. - [agentic-mcp-tools/owlex](https://github.com/agentic-mcp-tools/owlex) 🐍 🏠 🍎 🪟 🐧 - AI council server: query CLI agents (Claude Code, Codex, Gemini, and OpenCode) in parallel with deliberation rounds - [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) From 8f76fec82f1cadae9edb7549b1314fe9e80b773c Mon Sep 17 00:00:00 2001 From: Moritz Messerschmidt Date: Wed, 21 Jan 2026 21:10:18 +0800 Subject: [PATCH 191/199] Add AgentHotspot MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 07fb9166..2382b483 100644 --- a/README.md +++ b/README.md @@ -128,6 +128,7 @@ 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. +- [AgentHotspot](https://github.com/AgentHotspot/agenthotspot-mcp) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Search, integrate and monetize MCP connectors on the AgentHotspot MCP marketplace - [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. From 90bd971aff459937e830cf0960a33ab6f9af35da Mon Sep 17 00:00:00 2001 From: 1bcMax Date: Wed, 21 Jan 2026 12:40:05 -0500 Subject: [PATCH 192/199] Add BlockRunAI/x-grow - X algorithm optimizer --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 07fb9166..11a39b91 100644 --- a/README.md +++ b/README.md @@ -997,6 +997,7 @@ 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. +- [BlockRunAI/x-grow](https://github.com/BlockRunAI/x-grow) 📇 ☁️ - X/Twitter algorithm optimizer with post drafting, review scoring, and AI image generation for maximum engagement. - [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. From d6797db9f6bfe4cc1e6e6e816a431d891940e3ca Mon Sep 17 00:00:00 2001 From: Alex Lisenko <159726212+20alexl@users.noreply.github.com> Date: Wed, 21 Jan 2026 15:18:11 -0500 Subject: [PATCH 193/199] Add Mini Claude to Knowledge & Memory --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 07fb9166..78eddc7b 100644 --- a/README.md +++ b/README.md @@ -938,6 +938,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [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 - [mercurialsolo/counsel-mcp](https://github.com/mercurialsolo/counsel-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - Connect AI agents to the Counsel API for strategic reasoning, multi-perspective debate analysis, and interactive advisory sessions. +- [Mini Claude](https://github.com/20alexl/mini_claude) - Persistent memory and guardrails for Claude Code. Features mistake tracking, loop detection, scope guard, and hooks that block risky edits. Runs locally with Ollama. - [modelcontextprotocol/server-memory](https://github.com/modelcontextprotocol/servers-archived/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. - [nonatofabio/local-faiss-mcp](https://github.com/nonatofabio/local_faiss_mcp) 🐍 🏠 🍎 🐧 - Local FAISS vector database for RAG with document ingestion (PDF/TXT/MD/DOCX), semantic search, re-ranking, and CLI tools for indexing and querying From 7b03fd40e7d7c64c68f7bcafa73c0ef109abe8bc Mon Sep 17 00:00:00 2001 From: Alex Lisenko <159726212+20alexl@users.noreply.github.com> Date: Wed, 21 Jan 2026 15:26:46 -0500 Subject: [PATCH 194/199] Add Mini Claude to Knowledge & Memory --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 78eddc7b..b50558e9 100644 --- a/README.md +++ b/README.md @@ -920,6 +920,7 @@ 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 +- [20alexl/mini_claude](https://github.com/20alexl/mini_claude) 🐍 🏠 - Persistent memory and guardrails for Claude Code. Features mistake tracking, loop detection, scope guard, and hooks that block risky edits. Runs locally with Ollama. - [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. - [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. @@ -938,7 +939,6 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [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 - [mercurialsolo/counsel-mcp](https://github.com/mercurialsolo/counsel-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - Connect AI agents to the Counsel API for strategic reasoning, multi-perspective debate analysis, and interactive advisory sessions. -- [Mini Claude](https://github.com/20alexl/mini_claude) - Persistent memory and guardrails for Claude Code. Features mistake tracking, loop detection, scope guard, and hooks that block risky edits. Runs locally with Ollama. - [modelcontextprotocol/server-memory](https://github.com/modelcontextprotocol/servers-archived/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. - [nonatofabio/local-faiss-mcp](https://github.com/nonatofabio/local_faiss_mcp) 🐍 🏠 🍎 🐧 - Local FAISS vector database for RAG with document ingestion (PDF/TXT/MD/DOCX), semantic search, re-ranking, and CLI tools for indexing and querying From 4964ec18596804ffd6997719aa5d2afb690d725b Mon Sep 17 00:00:00 2001 From: nckhemanth0 Date: Thu, 22 Jan 2026 12:14:19 -0500 Subject: [PATCH 195/199] Add Subscription Tracker --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 07fb9166..e81a36cd 100644 --- a/README.md +++ b/README.md @@ -865,6 +865,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [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. - [narumiruna/yfinance-mcp](https://github.com/narumiruna/yfinance-mcp) 🐍 ☁️ - An MCP server that uses yfinance to obtain information from Yahoo Finance. +- [nckhemanth0/subscription-tracker-mcp](https://github.com/nckhemanth0/subscription-tracker-mcp) 🐍 ☁️ 🏠 - MCP server for intelligent subscription management with Gmail + MySQL integration. - [OctagonAI/octagon-mcp-server](https://github.com/OctagonAI/octagon-mcp-server) 🐍 ☁️ - Octagon AI Agents to integrate private and public market data - [olgasafonova/gleif-mcp-server](https://github.com/olgasafonova/gleif-mcp-server) 🏎️ ☁️ - Access the Global Legal Entity Identifier (LEI) database for company verification, KYC, and corporate ownership research via GLEIF's public API. - [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. From a82fd75adca970e47d7e9f67cb1753aa9262c761 Mon Sep 17 00:00:00 2001 From: Lisa Date: Thu, 22 Jan 2026 21:00:40 +0100 Subject: [PATCH 196/199] Add CKB (Code Knowledge Backend) server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 07fb9166..6d70eea4 100644 --- a/README.md +++ b/README.md @@ -665,6 +665,7 @@ 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. +- [SimplyLiz/CodeMCP](https://github.com/SimplyLiz/CodeMCP) 🏎️ 🏠 🍎 🪟 🐧 - Code intelligence MCP server with 80+ tools for semantic code search, impact analysis, call graphs, ownership detection, and architectural understanding. Supports Go, TypeScript, Python, Rust, Java via SCIP indexing. - [aktsmm/skill-ninja-mcp-server](https://github.com/aktsmm/skill-ninja-mcp-server) 📇 🏠 🍎 🪟 🐧 - Agent Skill Ninja for MCP: Search, install, and manage AI agent skills (SKILL.md files) from GitHub repositories. Features workspace analysis for personalized recommendations and supports 140+ pre-indexed skills. - [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) From 88ddcbee29fa8fe9398f7ae21c90dcf5fa09a85b Mon Sep 17 00:00:00 2001 From: jtalk22 <141901428+jtalk22@users.noreply.github.com> Date: Thu, 22 Jan 2026 20:17:48 -0500 Subject: [PATCH 197/199] Update slack-mcp-server for v1.2.0 - Highlight setup wizard (--setup) - Concise benefit-first framing - Keep Linux badge --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 27cfdf81..c8371b3d 100644 --- a/README.md +++ b/README.md @@ -378,7 +378,7 @@ Integration with communication platforms for message management and channel oper - [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 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. -- [jtalk22/slack-mcp-server](https://github.com/jtalk22/slack-mcp-server) 📇 ☁️ 🏠 🍎 🪟 🐧 - Full Slack workspace access via session mirroring—DMs, channels, search, threads—without OAuth or admin approval. Production-grade: atomic writes, mutex locks, auto-refresh, rate limiting with backoff. 11 MCP tools, Magic Link auth, interactive demo, and Web UI for claude.ai. +- [jtalk22/slack-mcp-server](https://github.com/jtalk22/slack-mcp-server) 📇 ☁️ 🏠 🍎 🪟 🐧 - Your complete Slack context for Claude—DMs, channels, threads, search. No OAuth apps, no admin approval. `--setup` and done, 11 tools, auto-refresh. - [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. - [jaspertvdm/mcp-server-rabel](https://github.com/jaspertvdm/mcp-server-rabel) 🐍 ☁️ 🏠 - AI-to-AI messaging via I-Poll protocol and AInternet. Enables agents to communicate using .aint domains, semantic messaging, and trust-based routing. - [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. From 7be83d16fbbb8dc519b173da58b7551a7b0143d5 Mon Sep 17 00:00:00 2001 From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com> Date: Thu, 22 Jan 2026 22:27:50 -0600 Subject: [PATCH 198/199] Apply suggestions from code review Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index e15ad085..8caba3ac 100644 --- a/README.md +++ b/README.md @@ -614,7 +614,7 @@ Tools and integrations that enhance the development workflow and environment man - [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. -- [MerabyLabs/promptarchitect-mcp](https://github.com/MerabyLabs/promptarchitect-mcp) 📇 ☁️ 🍎 🪟 🐧 - Workspace-aware prompt engineering. Refines, analyzes & generates prompts based on your project's tech stack, dependencies & context. Free to use. +- [MerabyLabs/promptarchitect-mcp](https://github.com/MerabyLabs/promptarchitect-mcp) 📇 ☁️ 🍎 🪟 🐧 - Workspace-aware prompt engineering. Refines, analyzes and generates prompts based on your project's tech stack, dependencies and context. Free to use. - [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. From 76c715dc0376dc4d0b67d0354ca48f4ebf241141 Mon Sep 17 00:00:00 2001 From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com> Date: Thu, 22 Jan 2026 22:41:32 -0600 Subject: [PATCH 199/199] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 41a8b8fe..7e79831c 100644 --- a/README.md +++ b/README.md @@ -852,7 +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. +- [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