Merge branch 'main' into add-new-server

2026-02-21 10:55:16 +00:00 · 2025-04-08 01:44:02 -04:00
parent b1586ddf76 39e3a2c97f
commit bbad92beb9
5 changed files with 87 additions and 18 deletions
--- a/README-ja.md
+++ b/README-ja.md
@@ -69,6 +69,7 @@ MCPをサポートするクライアントのリストです。
 > [!NOTE]
 > 現在、リポジトリと同期されている[ウェブのディレクトリ](https://glama.ai/mcp/servers)があります。

+* 🔗 - [Aggregators](#aggregators)
 * 📂 - [ブラウザ自動化](#browser-automation)
 * 🎨 - [芸術と文化](#art-and-culture)
 * ☁️ - [クラウドプラットフォーム](#cloud-platforms)
@@ -87,6 +88,12 @@ MCPをサポートするクライアントのリストです。
 * 🔄 - [バージョン管理](#version-control)
 * 🛠️ - [その他のツールと統合](#other-tools-and-integrations)

+### 🔗 <a name="aggregators"></a>アグリゲーター
+
+単一のMCPサーバーを通じて多くのアプリやツールにアクセスするためのサーバー。
+
+- [OpenMCP](https://github.com/wegotdocs/open-mcp) 📇 🏠 🍎 🪟 🐧 - Web APIを10秒でMCPサーバーに変換し、オープンソースレジストリに追加する: https://open-mcp.org
+
 ### 📂 <a name="browser-automation"></a>ブラウザ自動化

 Webコンテンツのアクセスと自動化機能。AIに優しい形式でWebコンテンツを検索、スクレイピング、処理することができます。
@@ -120,7 +127,7 @@ Webコンテンツのアクセスと自動化機能。AIに優しい形式でWeb
 メッセージ管理とチャネル操作のためのコミュニケーションプラットフォームとの統合。AIモデルがチームコミュニケーションツールと対話できるようにします。

 - [@modelcontextprotocol/server-slack](https://github.com/modelcontextprotocol/servers/tree/main/src/slack) 📇 ☁️ - チャネル管理とメッセージングのためのSlackワークスペース統合
- [@modelcontextprotocol/server-bluesky](https://github.com/keturiosakys/bluesky-context-server) 📇 ☁️ - クエリとインタラクションのためのBlueskyインスタンス統合
+- [@keturiosakys/bluesky-context-server](https://github.com/keturiosakys/bluesky-context-server) 📇 ☁️ - クエリとインタラクションのためのBlueskyインスタンス統合
 - [MarkusPfundstein/mcp-gsuite](https://github.com/MarkusPfundstein/mcp-gsuite) - 🐍 ☁️ - GmailとGoogleカレンダーとの統合。
 - [gotoolkits/wecombot](https://github.com/gotoolkits/mcp-wecombot-server.git) - 🚀 ☁️  - MCPサーバーアプリケーションは、WeComグループロボットにさまざまなタイプのメッセージを送信します。
 - [sawa-zen/vrchat-mcp](https://github.com/sawa-zen/vrchat-mcp) - 📇 🏠 VRChat APIと対話するためのMCPサーバーです。VRChatのフレンドやワールド、アバターなどの情報を取得することができます。
@@ -215,7 +222,7 @@ aliyun/alibabacloud-tablestore-mcp-server ☕ 🐍 ☁️ - 阿里云表格存
 アプリケーション監視データへのアクセスと分析。エラーレポートとパフォーマンスメトリクスをレビューすることができます。

 - [@modelcontextprotocol/server-sentry](https://github.com/modelcontextprotocol/servers/tree/main/src/sentry) 🐍 ☁️ - エラートラッキングとパフォーマンス監視のためのSentry.io統合
- [@modelcontextprotocol/server-raygun](https://github.com/MindscapeHQ/mcp-server-raygun) 📇 ☁️ - クラッシュレポートとリアルユーザーモニタリングのためのRaygun API V3統合
+- [@MindscapeHQ/server-raygun](https://github.com/MindscapeHQ/mcp-server-raygun) 📇 ☁️ - クラッシュレポートとリアルユーザーモニタリングのためのRaygun API V3統合

 ### 🔎 <a name="search"></a>検索

--- a/README-ko.md
+++ b/README-ko.md
@@ -68,6 +68,7 @@
 > [!참고]
 > 이제 리포지토리와 동기화되는 [웹 기반 디렉토리](https://glama.ai/mcp/servers)가 있습니다.

+* 🔗 - [Aggregators](#aggregators)
 * 📂 - [브라우저 자동화](#browser-automation)
 * 🎨 - [예술 및 문화](#art-and-culture)
 * ☁️ - [클라우드 플랫폼](#cloud-platforms)
@@ -91,6 +92,12 @@
 * 🔄 - [버전 관리](#version-control)
 * 🛠️ - [기타 도구 및 통합](#other-tools-and-integrations)

+### 🔗 <a name="aggregators"></a>애그리게이터
+
+단일 MCP 서버를 통해 많은 앱과 도구에 접근하기 위한 서버입니다.
+
+- [OpenMCP](https://github.com/wegotdocs/open-mcp) 📇 🏠 🍎 🪟 🐧 - 웹 API를 10초 만에 MCP 서버로 전환하고 오픈 소스 레지스트리에 추가하세요: https://open-mcp.org
+
 ### 📂 <a name="browser-automation"></a>브라우저 자동화

 웹 콘텐츠 접근 및 자동화 기능. AI 친화적인 형식으로 웹 콘텐츠 검색, 스크래핑 및 처리를 가능하게 합니다.
@@ -144,7 +151,7 @@
 - [zcaceres/gtasks-mcp](https://github.com/zcaceres/gtasks-mcp) - 📇 ☁️ - Google Tasks를 관리하기 위한 MCP 서버
 - [hannesrudolph/imessage-query-fastmcp-mcp-server](https://github.com/hannesrudolph/imessage-query-fastmcp-mcp-server) 🐍 🏠 🍎 - 모델 컨텍스트 프로토콜(MCP)을 통해 iMessage 데이터베이스에 안전하게 접근할 수 있게 하는 MCP 서버. LLM이 적절한 전화번호 유효성 검사 및 첨부 파일 처리로 iMessage 대화를 쿼리하고 분석할 수 있도록 지원합니다.
 - [@modelcontextprotocol/server-slack](https://github.com/modelcontextprotocol/servers/tree/main/src/slack) 📇 ☁️ - 채널 관리 및 메시징을 위한 Slack 워크스페이스 통합
- [@modelcontextprotocol/server-bluesky](https://github.com/keturiosakys/bluesky-context-server) 📇 ☁️ - 쿼리 및 상호 작용을 위한 Bluesky 인스턴스 통합
+- [@keturiosakys/bluesky-context-server](https://github.com/keturiosakys/bluesky-context-server) 📇 ☁️ - 쿼리 및 상호 작용을 위한 Bluesky 인스턴스 통합
 - [MarkusPfundstein/mcp-gsuite](https://github.com/MarkusPfundstein/mcp-gsuite) - 🐍 ☁️ - Gmail 및 Google Calendar와의 통합.
 - [adhikasp/mcp-twikit](https://github.com/adhikasp/mcp-twikit) 🐍 ☁️ - 트위터 검색 및 타임라인과 상호 작용
 - [gotoolkits/wecombot](https://github.com/gotoolkits/mcp-wecombot-server.git) - 🚀 ☁️ - WeCom 그룹 로봇에게 다양한 유형의 메시지를 보내는 MCP 서버 애플리케이션.
@@ -332,7 +339,7 @@
 애플리케이션 모니터링 데이터 접근 및 분석. AI 모델이 오류 보고서 및 성능 지표를 검토할 수 있게 합니다.

 - [@modelcontextprotocol/server-sentry](https://github.com/modelcontextprotocol/servers/tree/main/src/sentry) 🐍 ☁️ - 오류 추적 및 성능 모니터링을 위한 Sentry.io 통합
- [@modelcontextprotocol/server-raygun](https://github.com/MindscapeHQ/mcp-server-raygun) 📇 ☁️ - 충돌 보고 및 실제 사용자 모니터링을 위한 Raygun API V3 통합
+- [@MindscapeHQ/server-raygun](https://github.com/MindscapeHQ/mcp-server-raygun) 📇 ☁️ - 충돌 보고 및 실제 사용자 모니터링을 위한 Raygun API V3 통합
 - [metoro-io/metoro-mcp-server](https://github.com/metoro-io/metoro-mcp-server) 🎖️ 🏎️ ☁️ - Metoro로 모니터링되는 쿠버네티스 환경 쿼리 및 상호 작용
 - [grafana/mcp-grafana](https://github.com/grafana/mcp-grafana) 🎖️ 🐍 🏠 ☁️ - Grafana 인스턴스에서 대시보드 검색, 인시던트 조사 및 데이터 소스 쿼리
 - [pydantic/logfire-mcp](https://github.com/pydantic/logfire-mcp) 🎖️ 🐍 ☁️ - Logfire를 통해 OpenTelemetry 추적 및 메트릭에 대한 접근 제공
@@ -439,7 +446,7 @@ Git 리포지토리 및 버전 관리 플랫폼과 상호 작용합니다. 표
 - [future-audiences/wikimedia-enterprise-model-context-protocol](https://gitlab.wikimedia.org/repos/future-audiences/wikimedia-enterprise-model-context-protocol) 🐍 ☁️  - 위키백과 기사 조회 API
 - [andybrandt/mcp-simple-timeserver](https://github.com/andybrandt/mcp-simple-timeserver) 🐍 🏠☁️ - 클라이언트 머신의 현지 시간 또는 NTP 서버의 현재 UTC 시간을 확인할 수 있는 MCP 서버
 - [andybrandt/mcp-simple-openai-assistant](https://github.com/andybrandt/mcp-simple-openai-assistant) - 🐍 ☁️  OpenAI 어시스턴트와 대화하기 위한 MCP (Claude는 모든 GPT 모델을 어시스턴트로 사용할 수 있음)
- [@llmindset/mcp-hfspace](https://github.com/evalstate/mcp-hfspace) 📇 ☁️ - Claude에서 직접 HuggingFace Spaces 사용. 오픈 소스 이미지 생성, 채팅, 비전 작업 등 사용. 이미지, 오디오 및 텍스트 업로드/다운로드 지원.
+- [@evalstate/mcp-hfspace](https://github.com/evalstate/mcp-hfspace) 📇 ☁️ - Claude에서 직접 HuggingFace Spaces 사용. 오픈 소스 이미지 생성, 채팅, 비전 작업 등 사용. 이미지, 오디오 및 텍스트 업로드/다운로드 지원.
 - [zueai/mcp-manager](https://github.com/zueai/mcp-manager) 📇 ☁️ - Claude 데스크톱 앱용 MCP 서버를 설치하고 관리하는 간단한 웹 UI.
 - [wong2/mcp-cli](https://github.com/wong2/mcp-cli) 📇 🏠 - MCP 서버 테스트용 CLI 도구
 - [chrishayuk/mcp-cli](https://github.com/chrishayuk/mcp-cli) 🐍 🏠 - MCP 서버 테스트를 위한 또 다른 CLI 도구
@@ -466,7 +473,7 @@ Git 리포지토리 및 버전 관리 플랫폼과 상호 작용합니다. 표
 - [tomekkorbak/oura-mcp-server](https://github.com/tomekkorbak/oura-mcp-server) 🐍 ☁️ - 수면 추적 앱인 Oura용 MCP 서버
 - [rember/rember-mcp](https://github.com/rember/rember-mcp) 📇 🏠 - 채팅에서 배운 내용을 기억하기 위해 [Rember](https://rember.com)에 간격 반복 플래시 카드 만들기.
 - [hiromitsusasaki/raindrop-io-mcp-server](https://github.com/hiromitsusasaki/raindrop-io-mcp-server) 📇 ☁️ - LLM이 모델 컨텍스트 프로토콜(MCP)을 사용하여 Raindrop.io 북마크와 상호 작용할 수 있도록 하는 통합.
- [@makehq/mcp-server](https://github.com/integromat/make-mcp-server) 🎖️ 📇 🏠 - [Make](https://www.make.com/) 시나리오를 AI 어시스턴트가 호출할 수 있는 도구로 변환합니다.
+- [@integromat/make-mcp-server](https://github.com/integromat/make-mcp-server) 🎖️ 📇 🏠 - [Make](https://www.make.com/) 시나리오를 AI 어시스턴트가 호출할 수 있는 도구로 변환합니다.
 - [NON906/omniparser-autogui-mcp](https://github.com/NON906/omniparser-autogui-mcp) - 🐍 화면 GUI 자동 조작.
 - [kj455/mcp-kibela](https://github.com/kj455/mcp-kibela) - 📇 ☁️ AI 모델이 [Kibela](https://kibe.la/)와 상호 작용할 수 있도록 허용
 - [blurrah/mcp-graphql](https://github.com/blurrah/mcp-graphql) 📇 ☁️ - AI가 GraphQL 서버를 쿼리할 수 있도록 허용
--- a/README-zh.md
+++ b/README-zh.md
@@ -69,6 +69,7 @@
 > [!NOTE]
 > 我们现在有一个与存储库同步的[基于 Web 的目录](https://glama.ai/mcp/servers)。

+* 🔗 - [Aggregators](#aggregators)
 * 📂 - [浏览器自动化](#browser-automation)
 * 🎨 - [艺术与文化](#art-and-culture)
 * ☁️ - [云平台](#cloud-platforms)
@@ -93,6 +94,12 @@
 * 🔄 - [版本控制](#version-control)
 * 🛠️ - [其他工具和集成](#other-tools-and-integrations)

+### 🔗 <a name="aggregators"></a>聚合器
+
+通过单个MCP服务器访问多个应用程序和工具的服务器。
+
+- [OpenMCP](https://github.com/wegotdocs/open-mcp) 📇 🏠 🍎 🪟 🐧 - 10秒内将Web API转换为MCP服务器并将其添加到开源注册表中: https://open-mcp.org
+
 ### 📂 <a name="browser-automation"></a>浏览器自动化

 Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和处理 Web 内容。
@@ -152,7 +159,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
 - [zcaceres/gtasks-mcp](https://github.com/zcaceres/gtasks-mcp) - 📇 ☁️ - 用于管理 Google Tasks 的 MCP 服务器
 - [hannesrudolph/imessage-query-fastmcp-mcp-server](https://github.com/hannesrudolph/imessage-query-fastmcp-mcp-server) 🐍 🏠 🍎 - MCP 服务器通过模型上下文协议 (MCP) 提供对 iMessage 数据库的安全访问，使 LLM 能够通过适当的电话号码验证和附件处理来查询和分析 iMessage 对话
 - [@modelcontextprotocol/server-slack](https://github.com/modelcontextprotocol/servers/tree/main/src/slack) 📇 ☁️ - 用于频道管理和消息传递的 Slack 工作区集成
- [@modelcontextprotocol/server-bluesky](https://github.com/keturiosakys/bluesky-context-server) 📇 ☁️ - Bluesky 实例集成，用于查询和交互
+- [@keturiosakys/bluesky-context-server](https://github.com/keturiosakys/bluesky-context-server) 📇 ☁️ - Bluesky 实例集成，用于查询和交互
 - [MarkusPfundstein/mcp-gsuite](https://github.com/MarkusPfundstein/mcp-gsuite) - 🐍 ☁️ - 与 Gmail 和 Google 日历集成。
 - [adhikasp/mcp-twikit](https://github.com/adhikasp/mcp-twikit) 🐍 ☁️ - 与 Twitter 搜索和时间线进行交互
 - [gotoolkits/wecombot](https://github.com/gotoolkits/mcp-wecombot-server.git) - 🚀 ☁️  - MCP服务器 Tools 应用程序，用于向企业微信群机器人发送各种类型的消息。
@@ -350,7 +357,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
 访问和分析应用程序监控数据。使 AI 模型能够审查错误报告和性能指标。

 - [@modelcontextprotocol/server-sentry](https://github.com/modelcontextprotocol/servers/tree/main/src/sentry) 🐍 ☁️ - Sentry.io 集成用于错误跟踪和性能监控
- [@modelcontextprotocol/server-raygun](https://github.com/MindscapeHQ/mcp-server-raygun) 📇 ☁️ - Raygun API V3 集成用于崩溃报告和真实用户监控
+- [@MindscapeHQ/server-raygun](https://github.com/MindscapeHQ/mcp-server-raygun) 📇 ☁️ - Raygun API V3 集成用于崩溃报告和真实用户监控
 - [metoro-io/metoro-mcp-server](https://github.com/metoro-io/metoro-mcp-server) 🎖️ 🏎️ ☁️ - 查询并与 Metoro 监控的 kubernetes 环境交互
 - [grafana/mcp-grafana](https://github.com/grafana/mcp-grafana) 🎖️ 🐍 🏠 ☁️ - 在 Grafana 实例中搜索仪表盘、调查事件并查询数据源
 - [pydantic/logfire-mcp](https://github.com/pydantic/logfire-mcp) 🎖️ 🐍 ☁️ - 通过Logfire提供对OpenTelemetry追踪和指标的访问
@@ -398,6 +405,13 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
 - [ConechoAI/openai-websearch-mcp](https://github.com/ConechoAI/openai-websearch-mcp/) 🐍 🏠 ☁️ - 将OpenAI内置的`web_search`工具封转成MCP服务器使用.
 - [roadwy/cve-search_mcp](https://github.com/roadwy/cve-search_mcp) 🐍 🏠 - CVE-Search MCP服务器， 提供CVE漏洞信息查询、漏洞产品信息查询等功能。

+### 🎧 <a name="support-and-service-management"></a>客户支持与服务管理
+
+用于管理客户支持、IT服务管理和服务台操作的工具。
+
+- [effytech/freshdesk-mcp](https://github.com/effytech/freshdesk_mcp) 🐍 ☁️ - 与Freshdesk集成的MCP服务器，使AI模型能够与Freshdesk模块交互并执行各种支持操作。
+- [nguyenvanduocit/jira-mcp](https://github.com/nguyenvanduocit/jira-mcp) 🏎️ ☁️ - 一款基于Go语言的Jira MCP连接器，使Claude等AI助手能够与Atlassian Jira交互。该工具为AI模型提供了一个无缝接口，可执行包括问题管理、Sprint计划和工作流转换在内的常见Jira操作。
+
 ### 🏃 <a name="sports"></a>体育

 体育相关数据、结果和统计信息的访问工具。
@@ -462,7 +476,7 @@ 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。
 - [future-audiences/wikimedia-enterprise-model-context-protocol](https://gitlab.wikimedia.org/repos/future-audiences/wikimedia-enterprise-model-context-protocol) 🐍 ☁️  - 维基百科文章查找 API
 - [andybrandt/mcp-simple-timeserver](https://github.com/andybrandt/mcp-simple-timeserver) 🐍 🏠☁️ - MCP 服务器允许检查客户端计算机上的本地时间或 NTP 服务器上的当前 UTC 时间
 - [andybrandt/mcp-simple-openai-assistant](https://github.com/andybrandt/mcp-simple-openai-assistant) - 🐍 ☁️  MCP 与 OpenAI 助手对话（Claude 可以使用任何 GPT 模型作为他的助手）
- [@llmindset/mcp-hfspace](https://github.com/evalstate/mcp-hfspace) 📇 ☁️ - 直接从 Claude 使用 HuggingFace Spaces。使用开源图像生成、聊天、视觉任务等。支持图像、音频和文本上传/下载。
+- [@evalstate/mcp-hfspace](https://github.com/evalstate/mcp-hfspace) 📇 ☁️ - 直接从 Claude 使用 HuggingFace Spaces。使用开源图像生成、聊天、视觉任务等。支持图像、音频和文本上传/下载。
 - [zueai/mcp-manager](https://github.com/zueai/mcp-manager) 📇 ☁️ - 简单的 Web UI 用于安装和管理 Claude 桌面应用程序的 MCP 服务器。
 - [wong2/mcp-cli](https://github.com/wong2/mcp-cli) 📇 🏠 - 用于测试 MCP 服务器的 CLI 工具
 - [isaacwasserman/mcp-vegalite-server](https://github.com/isaacwasserman/mcp-vegalite-server) 🐍 🏠 - 使用 VegaLite 格式和渲染器从获取的数据生成可视化效果。
@@ -487,7 +501,7 @@ 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。
 - [tomekkorbak/oura-mcp-server](https://github.com/tomekkorbak/oura-mcp-server) 🐍 ☁️ - An MCP server for Oura, an app for tracking sleep
 - [rember/rember-mcp](https://github.com/rember/rember-mcp) 📇 🏠 - Create spaced repetition flashcards in [Rember](https://rember.com) to remember anything you learn in your chats.
 - [hiromitsusasaki/raindrop-io-mcp-server](https://github.com/hiromitsusasaki/raindrop-io-mcp-server) 📇 ☁️ - An integration that allows LLMs to interact with Raindrop.io bookmarks using the Model Context Protocol (MCP).
- [@makehq/mcp-server](https://github.com/integromat/make-mcp-server) 🎖️ 📇 🏠 - Turn your [Make](https://www.make.com/) scenarios into callable tools for AI assistants.
+- [@integromat/make-mcp-server](https://github.com/integromat/make-mcp-server) 🎖️ 📇 🏠 - Turn your [Make](https://www.make.com/) scenarios into callable tools for AI assistants.
 - [NON906/omniparser-autogui-mcp](https://github.com/NON906/omniparser-autogui-mcp) - 🐍 Automatic operation of on-screen GUI.
 - [kj455/mcp-kibela](https://github.com/kj455/mcp-kibela) - 📇 ☁️ [Kibela](https://kibe.la/) 与 MCP 的集成
 - [blurrah/mcp-graphql](https://github.com/blurrah/mcp-graphql) 📇 ☁️ - Allows the AI to query GraphQL servers
--- a/README-zh_TW.md
+++ b/README-zh_TW.md
@@ -61,6 +61,7 @@
 > [!NOTE]
 > 我們現在有一個與儲存庫同步的[基於 Web 的目錄](https://glama.ai/mcp/servers)。

+* 🔗 - [Aggregators](#aggregators)
 * 📂 - [瀏覽器自動化](#browser-automation)
 * 🎨 - [藝術與文化](#art-and-culture)
 * ☁️ - [雲端平台](#cloud-platforms)
@@ -83,6 +84,12 @@
 * 🔄 - [版本控制](#version-control)
 * 🛠️ - [其他工具和整合](#other-tools-and-integrations)

+### 🔗 <a name="aggregators"></a>聚合器
+
+通過單個MCP伺服器訪問多個應用程式和工具的伺服器。
+
+- [OpenMCP](https://github.com/wegotdocs/open-mcp) 📇 🏠 🍎 🪟 🐧 - 10秒內將Web API轉換為MCP伺服器並將其添加到開源註冊表中: https://open-mcp.org
+
 ### 📂 <a name="browser-automation"></a>瀏覽器自動化

 Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和處理 Web 內容。
@@ -136,7 +143,7 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和
 - [zcaceres/gtasks-mcp](https://github.com/zcaceres/gtasks-mcp) - 📇 ☁️ - 用於管理 Google Tasks 的 MCP 伺服器
 - [hannesrudolph/imessage-query-fastmcp-mcp-server](https://github.com/hannesrudolph/imessage-query-fastmcp-mcp-server) 🐍 🏠 🍎 - MCP 伺服器通過模型上下文協議 (MCP) 提供對 iMessage 資料庫的安全訪問，使 LLM 能夠透過適當的電話號碼驗證和附件處理來查詢和分析 iMessage 對話
 - [@modelcontextprotocol/server-slack](https://github.com/modelcontextprotocol/servers/tree/main/src/slack) 📇 ☁️ - 用於頻道管理和消息傳遞的 Slack 工作區集成
- [@modelcontextprotocol/server-bluesky](https://github.com/keturiosakys/bluesky-context-server) 📇 ☁️ - Bluesky 實例集成，用於查詢和交互
+- [@keturiosakys/bluesky-context-server](https://github.com/keturiosakys/bluesky-context-server) 📇 ☁️ - Bluesky 實例集成，用於查詢和交互
 - [MarkusPfundstein/mcp-gsuite](https://github.com/MarkusPfundstein/mcp-gsuite) - 🐍 ☁️ - 與 Gmail 和 Google 日曆集成。
 - [adhikasp/mcp-twikit](https://github.com/adhikasp/mcp-twikit) 🐍 ☁️ - 與 Twitter 搜尋和時間線進行交互
 - [gotoolkits/wecombot](https://github.com/gotoolkits/mcp-wecombot-server.git) - 🚀 ☁️  - MCP伺服器 Tools 應用程式，用於向企業微信群機器人發送各種類型的消息。
@@ -278,7 +285,7 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和
 訪問和分析應用程式監控數據。使 AI 模型能夠審查錯誤報告和性能指標。

 - [@modelcontextprotocol/server-sentry](https://github.com/modelcontextprotocol/servers/tree/main/src/sentry) 🐍 ☁️ - Sentry.io 集成用於錯誤跟蹤和性能監控
- [@modelcontextprotocol/server-raygun](https://github.com/MindscapeHQ/mcp-server-raygun) 📇 ☁️ - Raygun API V3 集成用於崩潰報告和真實用戶監控
+- [@MindscapeHQ/server-raygun](https://github.com/MindscapeHQ/mcp-server-raygun) 📇 ☁️ - Raygun API V3 集成用於崩潰報告和真實用戶監控
 - [metoro-io/metoro-mcp-server](https://github.com/metoro-io/metoro-mcp-server) 🎖️ 🏎️ ☁️ - 查詢並與 Metoro 監控的 kubernetes 環境交互
 - [grafana/mcp-grafana](https://github.com/grafana/mcp-grafana) 🎖️ 🐍 🏠 ☁️ - 在 Grafana 實例中搜尋儀錶板、調查事件並查詢數據源
 - [seekrays/mcp-monitor](https://github.com/seekrays/mcp-monitor) 🏎️ 🏠 - 監控系統 CPU、Memory、Disk、Network、Host、Process 等資訊，並與 LLM 進行交互
@@ -371,7 +378,7 @@ 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。
 - [future-audiences/wikimedia-enterprise-model-context-protocol](https://gitlab.wikimedia.org/repos/future-audiences/wikimedia-enterprise-model-context-protocol) 🐍 ☁️  - 維基百科文章尋找 API
 - [andybrandt/mcp-simple-timeserver](https://github.com/andybrandt/mcp-simple-timeserver) 🐍 🏠☁️ - MCP 伺服器允許檢查用戶端計算機上的本地時間或 NTP 伺服器上的當前 UTC 時間
 - [andybrandt/mcp-simple-openai-assistant](https://github.com/andybrandt/mcp-simple-openai-assistant) - 🐍 ☁️  MCP 與 OpenAI 助手對話（Claude 可以使用任何 GPT 模型作為他的助手）
- [@llmindset/mcp-hfspace](https://github.com/evalstate/mcp-hfspace) 📇 ☁️ - 直接從 Claude 使用 HuggingFace Spaces。使用開源圖像生成、聊天、視覺任務等。支援圖像、音訊和文本上傳/下載。
+- [@evalstate/mcp-hfspace](https://github.com/evalstate/mcp-hfspace) 📇 ☁️ - 直接從 Claude 使用 HuggingFace Spaces。使用開源圖像生成、聊天、視覺任務等。支援圖像、音訊和文本上傳/下載。
 - [zueai/mcp-manager](https://github.com/zueai/mcp-manager) 📇 ☁️ - 簡單的 Web UI 用於安裝和管理 Claude 桌面應用程式的 MCP 伺服器。
 - [wong2/mcp-cli](https://github.com/wong2/mcp-cli) 📇 🏠 - 用於測試 MCP 伺服器的 CLI 工具
 - [isaacwasserman/mcp-vegalite-server](https://github.com/isaacwasserman/mcp-vegalite-server) 🐍 🏠 - 使用 VegaLite 格式和渲染器從獲取的數據生成可視化效果。
--- a/README.md
+++ b/README.md
@@ -76,6 +76,7 @@ Checkout [awesome-mcp-clients](https://github.com/punkpeye/awesome-mcp-clients/)
 * 📂 - [Browser Automation](#browser-automation)
 * ☁️ - [Cloud Platforms](#cloud-platforms)
 * 👨‍💻 - [Code Execution](#code-execution)
+* 🤖 - [Coding Agents](#coding-agents)
 * 🖥️ - [Command Line](#command-line)
 * 💬 - [Communication](#communication)
 * 👤 - [Customer Data Platforms](#customer-data-platforms)
@@ -106,6 +107,8 @@ Checkout [awesome-mcp-clients](https://github.com/punkpeye/awesome-mcp-clients/)
 Servers for accessing many apps and tools through a single MCP server.

 - [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.
+- [OpenMCP](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
+- [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.

 ### 🎨 <a name="art-and-culture"></a>Art & Culture

@@ -137,6 +140,7 @@ Web content access and automation capabilities. Enables searching, scraping, and
 - [kimtth/mcp-aoai-web-browsing](https://github.com/kimtth/mcp-aoai-web-browsing) 🐍 🏠 - A `minimal` server/client MCP implementation using Azure OpenAI and Playwright.
 - [microsoft/playwright-mcp](https://github.com/microsoft/playwright-mcp) - Official Microsoft Playwright MCP server, enabling LLMs to interact with web pages through structured accessibility snapshots
 - [modelcontextprotocol/server-puppeteer](https://github.com/modelcontextprotocol/servers/tree/main/src/puppeteer) 📇 🏠 - Browser automation for web scraping and interaction
+- [ndthanhdev/mcp-browser-kit](https://github.com/ndthanhdev/mcp-browser-kit) 📇 🏠 - An MCP Server for interacting with manifest v2 compatible browsers.
 - [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.
 - [recursechat/mcp-server-apple-shortcuts](https://github.com/recursechat/mcp-server-apple-shortcuts) 📇 🏠 🍎 - An MCP Server Integration with Apple Shortcuts

@@ -150,6 +154,7 @@ Cloud platform service integration. Enables management and interaction with clou
 - [bright8192/esxi-mcp-server](https://github.com/bright8192/esxi-mcp-server) 🐍 ☁️ - A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), providing simple REST API interfaces for virtual machine management.
 - [cloudflare/mcp-server-cloudflare](https://github.com/cloudflare/mcp-server-cloudflare) 🎖️ 📇 ☁️ - Integration with Cloudflare services including Workers, KV, R2, and D1
 - [flux159/mcp-server-kubernetes](https://github.com/Flux159/mcp-server-kubernetes) - 📇 ☁️/🏠 Typescript implementation of Kubernetes cluster operations for pods, deployments, services.
+- [hardik-id/azure-resource-graph-mcp-server](https://github.com/hardik-id/azure-resource-graph-mcp-server) - 📇 ☁️/🏠 - A Model Context Protocol server for querying and analyzing Azure resources at scale using Azure Resource Graph, enabling AI assistants to explore and monitor Azure infrastructure.
 - [jdubois/azure-cli-mcp](https://github.com/jdubois/azure-cli-mcp) - A wrapper around the Azure CLI command line that allows you to talk directly to Azure
 - [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.
 - [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.
@@ -167,6 +172,15 @@ Cloud platform service integration. Enables management and interaction with clou
 Code execution servers. Allow LLMs to execute code in a secure environment, e.g. for coding agents.

 - [pydantic/pydantic-ai/mcp-run-python](https://github.com/pydantic/pydantic-ai/tree/main/mcp-run-python) 🐍🏠- Run Python code in a secure sandbox via MCP tool calls
+- [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
+
+### 🤖 <a name="coding-agents"></a>Coding Agents
+
+Full coding agents that enable LLMs to read, edit, and execute code and solve general programming tasks completely autonomously.
+
+- [oraios/serena](https://github.com/oraios/serena)🐍🏠 - A fully-featured coding agent that relies on symbolic code operations by using language servers.
+- [ezyang/codemcp](https://github.com/ezyang/codemcp) 🐍🏠 - Coding agent with basic read, write and command line tools.
+- [wonderwhy-er/DesktopCommanderMCP](https://github.com/wonderwhy-er/DesktopCommanderMCP) 📇🏠 - Enhanced file-system and search tools, commands and prompts specific for coding.

 ### 🖥️ <a name="command-line"></a>Command Line

@@ -179,6 +193,7 @@ Run commands, capture output and otherwise interact with shells and command line
 - [OthmaneBlial/term_mcp_deepseek](https://github.com/OthmaneBlial/term_mcp_deepseek) 🐍 🏠 - A DeepSeek MCP-like Server for Terminal
 - [tumf/mcp-shell-server](https://github.com/tumf/mcp-shell-server) - A secure shell command execution server implementing the Model Context Protocol (MCP)
 - [tumf/mcp-shell-server](https://github.com/tumf/mcp-shell-server) A secure shell command execution server implementing the Model Context Protocol (MCP)
+- [wonderwhy-er/DesktopCommanderMCP](https://github.com/wonderwhy-er/DesktopCommanderMCP) 📇 🏠 🍎 🪟 🐧 - A swiss-army-knife that can manage/execute programs and read/write/search/edit code and text files.

 ### 💬 <a name="communication"></a>Communication

@@ -197,7 +212,7 @@ Integration with communication platforms for message management and channel oper
 - [lharries/whatsapp-mcp](https://github.com/lharries/whatsapp-mcp) - 🐍 ☁️ - An MCP server for WhatsApp, search and send through pesonal and group messages
 - [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
 - [MarkusPfundstein/mcp-gsuite](https://github.com/MarkusPfundstein/mcp-gsuite) - 🐍 ☁️ - Integration with gmail and Google Calendar.
- [modelcontextprotocol/server-bluesky](https://github.com/keturiosakys/bluesky-context-server) 📇 ☁️ - Bluesky instance integration for querying and interaction
+- [keturiosakys/bluesky-context-server](https://github.com/keturiosakys/bluesky-context-server) 📇 ☁️ - Bluesky instance integration for querying and interaction
 - [modelcontextprotocol/server-slack](https://github.com/modelcontextprotocol/servers/tree/main/src/slack) 📇 ☁️ - Slack workspace integration for channel management and messaging
 - [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.
 - [takumi0706/google-calendar-mcp](https://github.com/takumi0706/google-calendar-mcp) 📇 ☁️ - An MCP server to interface with the Google Calendar API. Based on TypeScript.
@@ -227,6 +242,7 @@ Secure database access with schema inspection capabilities. Enables querying and
 - [c4pt0r/mcp-server-tidb](https://github.com/c4pt0r/mcp-server-tidb) 🐍 ☁️ - TiDB database integration with schema inspection and query capabilities
 - [Canner/wren-engine](https://github.com/Canner/wren-engine) 🐍 🦀 🏠 - The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents
 - [centralmind/gateway](https://github.com/centralmind/gateway) 🏎️ 🏠 🍎 🪟 - MCP and MCP SSE Server that automatically generate API based on database schema and data. Supports PostgreSQL, Clickhouse, MySQL, Snowflake, BigQuery, Supabase
+- [chroma-core/chroma-mcp](https://github.com/chroma-core/chroma-mcp) 🎖️ 🐍 ☁️ 🏠 - Chroma MCP server to access local and cloud Chroma instances for retrieval capabilities
 - [ClickHouse/mcp-clickhouse](https://github.com/ClickHouse/mcp-clickhouse) 🐍 ☁️ - ClickHouse database integration with schema inspection and query capabilities
 - [confluentinc/mcp-confluent](https://github.com/confluentinc/mcp-confluent) 🐍 ☁️ - Confluent integration to interact with Confluent Kafka and Confluent Cloud REST APIs.
 - [cr7258/elasticsearch-mcp-server](https://github.com/cr7258/elasticsearch-mcp-server) 🐍 🏠 - MCP Server implementation that provides Elasticsearch interaction
@@ -279,6 +295,7 @@ Secure database access with schema inspection capabilities. Enables querying and
 Data Platforms for data integration, transformation and pipeline orchestration.

 - [JordiNei/mcp-databricks-server](https://github.com/JordiNeil/mcp-databricks-server) - Connect to Databricks API, allowing LLMs to run SQL queries, list jobs, and get job status.
+- [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.

 ### 💻 <a name="developer-tools"></a>Developer Tools
@@ -290,8 +307,9 @@ Tools and integrations that enhance the development workflow and environment man
 - [ambar/simctl-mcp](https://github.com/ambar/simctl-mcp) 📇 🏠 🍎 A MCP server implementation for iOS Simulator control.
 - [api7/apisix-mcp](https://github.com/api7/apisix-mcp) 🎖️ 📇 🏠 MCP Server that support for querying and managing all resource in [Apache APISIX](https://github.com/apache/apisix).
 - [automation-ai-labs/mcp-link](https://github.com/automation-ai-labs/mcp-link) 🏎️ 🏠 - Seamlessly Integrate Any API with AI Agents (with OpenAPI Schema)
- [Coment-ML/Opik-MCP](https://github.com/comet-ml/opik-mcp) 🎖️ 📇 ☁️ 🏠 - Talk to your LLM observability, traces and monitoring captured by Opik using natural language.
 - [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.
+- [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.
+- [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/)
 - [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).
 - [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.
@@ -299,6 +317,7 @@ Tools and integrations that enhance the development workflow and environment man
 - [Govcraft/rust-docs-mcp-server](https://github.com/Govcraft/rust-docs-mcp-server) 🦀 🏠 - Provides up-to-date documentation context for a specific Rust crate to LLMs via an MCP tool, using semantic search (embeddings) and LLM summarization.
 - [haris-musa/excel-mcp-server](https://github.com/haris-musa/excel-mcp-server) 🐍 🏠 - An Excel manipulation server providing workbook creation, data operations, formatting, and advanced features (charts, pivot tables, formulae).
 - [higress-group/higress-ops-mcp-server](https://github.com/higress-group/higress-ops-mcp-server) 🐍 🏠 - MCP server that provides comprehensive tools for managing [Higress](https://github.com/alibaba/higress) gateway configurations and operations.
+- [hijaz/postmancer](https://github.com/hijaz/postmancer) 📇 🏠 - A MCP server for replacing Rest Clients like Postman/Insomnia, by allowing your LLM to maintain and use api collections.
 - [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.
 - [IlyaGulya/gradle-mcp-server](https://github.com/IlyaGulya/gradle-mcp-server) 🏠 - Gradle integration using the Gradle Tooling API to inspect projects, execute tasks, and run tests with per-test result reporting
@@ -308,14 +327,18 @@ Tools and integrations that enhance the development workflow and environment man
 - [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)
 - [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
+- [qainsights/jmeter-mcp-server](https://github.com/QAInsights/jmeter-mcp-server) 🐍 🏠 - JMeter MCP Server for performance testing
 - [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.
 - [joshuarileydev/app-store-connect-mcp-server](https://github.com/JoshuaRileyDev/app-store-connect-mcp-server) 📇 🏠 - An MCP server to communicate with the App Store Connect API for iOS Developers
 - [joshuarileydev/simulator-mcp-server](https://github.com/JoshuaRileyDev/simulator-mcp-server) 📇 🏠 - An MCP server to control iOS Simulators
+- [qainsights/k6-mcp-server](https://github.com/QAInsights/k6-mcp-server) 🐍 🏠 - Grafana k6 MCP Server for performance testing
 - [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.
+- [qainsights/locust-mcp-server](https://github.com/QAInsights/locust-mcp-server) 🐍 🏠 - Locust MCP Server for performance testing
 - [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.
 - [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.
 - [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.
+- [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.
 - [QuantGeekDev/docker-mcp](https://github.com/QuantGeekDev/docker-mcp) 🏎️ 🏠 - Docker container management and operations through MCP
 - [r-huijts/xcode-mcp-server](https://github.com/r-huijts/xcode-mcp-server) 📇 🏠 🍎 - Xcode integration for project management, file operations, and build automation
 - [ReAPI-com/mcp-openapi](https://github.com/ReAPI-com/mcp-openapi) 📇 🏠 - MCP server that lets LLMs know everything about your OpenAPI specifications to discover, explain and generate code/mock data
@@ -337,6 +360,7 @@ Tools and integrations that enhance the development workflow and environment man
 - [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
 - [zcaceres/fetch-mcp](https://github.com/zcaceres/fetch-mcp) 📇 🏠 - An MCP server to flexibly fetch JSON, text, and HTML data
 - [zenml-io/mcp-zenml](https://github.com/zenml-io/mcp-zenml) 🐍 🏠 ☁️ - An MCP server to connect with your [ZenML](https://www.zenml.io) MLOps and LLMOps pipelines
+- [idosal/git-mcp](https://github.com/idosal/git-mcp) 📇 ☁️ - [gitmcp.io](https://gitmcp.io/) is a generic remote MCP server to connect to ANY [GitHub](https://www.github.com) repository or project for documentation
 - [tgeselle/bugsnag-mcp](https://github.com/tgeselle/bugsnag-mcp) 📇 ☁️ - An MCP server for interacting with [Bugsnag](https://www.bugsnag.com/)

 ### 🧮 <a name="data-science-tools"></a>Data Science Tools
@@ -364,6 +388,7 @@ Provides direct access to local file systems with configurable permissions. Enab
 - [hmk/box-mcp-server](https://github.com/hmk/box-mcp-server) 📇 ☁️ - Box integration for listing, reading and searching files
 - [mamertofabian/mcp-everything-search](https://github.com/mamertofabian/mcp-everything-search) 🐍 🏠 🪟 - Fast Windows file search using Everything SDK
 - [mark3labs/mcp-filesystem-server](https://github.com/mark3labs/mcp-filesystem-server) 🏎️ 🏠 - Golang implementation for local file system access.
+- [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.
 - [modelcontextprotocol/server-google-drive](https://github.com/modelcontextprotocol/servers/tree/main/src/gdrive) 📇 ☁️ - Google Drive integration for listing, reading, and searching files
 - [Xuanwo/mcp-server-opendal](https://github.com/Xuanwo/mcp-server-opendal) 🐍 🏠 ☁️ - Access any storage with Apache OpenDAL™
@@ -376,8 +401,10 @@ Financial data access and analysis tools. Enables AI models to work with market
 - [bankless/onchain-mcp](https://github.com/Bankless/onchain-mcp/) 📇 ☁️ - Bankless Onchain API to interact with smart contracts, query transaction and token information
 - [base/base-mcp](https://github.com/base/base-mcp) 🎖️ 📇 ☁️ - Base Network integration for onchain tools, allowing interaction with Base Network and Coinbase API for wallet management, fund transfers, smart contracts, and DeFi operations
 - [berlinbra/alpha-vantage-mcp](https://github.com/berlinbra/alpha-vantage-mcp) 🐍 ☁️ - Alpha Vantage API integration to fetch both stock and crypto information
+- [ahnlabio/bicscan-mcp](https://github.com/ahnlabio/bicscan-mcp) 🎖️ 🐍 ☁️ - Risk score / asset holdings of EVM blockchain address (EOA, CA, ENS) and even domain names.
 - [bitteprotocol/mcp](https://github.com/BitteProtocol/mcp) 📇 - Bitte Protocol integration to run AI Agents on several blockchains.
 - [chargebee/mcp](https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol) 🎖️ 📇 ☁️ - MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com/).
+- [coinpaprika/dexpaprika-mcp](https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol) 🎖️ 📇 ☁️ 🍎 🪟 🐧 - Coinpaprika's DexPaprika MCP server exposes high-performance [DexPaprika API](https://docs.dexpaprika.com) covering 20+ chains and 5M+ tokens with real time pricing, liquidity pool data & historical OHLCV data, providing AI agents standardized access to comprehensive market data through Model Context Protocol.
 - [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
 - [getalby/nwc-mcp-server](https://github.com/getalby/nwc-mcp-server) 📇 🏠 - Bitcoin Lightning wallet integration powered by Nostr Wallet Connect
@@ -397,6 +424,7 @@ Financial data access and analysis tools. Enables AI models to work with market
 - [kukapay/uniswap-poolspy-mcp](https://github.com/kukapay/uniswap-poolspy-mcp) 🐍 ☁️ -  An MCP server that tracks newly created liquidity pools on Uniswap across multiple blockchains.
 - [kukapay/uniswap-trader-mcp](https://github.com/kukapay/uniswap-trader-mcp) 🐍 ☁️ -  An MCP server for AI agents to automate token swaps on Uniswap DEX across multiple blockchains.
 - [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.
 - [longportapp/openapi](https://github.com/longportapp/openapi/tree/main/mcp) - 🐍 ☁️ - LongPort OpenAPI provides real-time stock market data, provides AI access analysis and trading capabilities through MCP.
 - [mcpdotdirect/evm-mcp-server](https://github.com/mcpdotdirect/evm-mcp-server) 📇 ☁️ - Comprehensive blockchain services for 30+ EVM networks, supporting native tokens, ERC20, NFTs, smart contracts, transactions, and ENS resolution.
 - [mcpdotdirect/starknet-mcp-server](https://github.com/mcpdotdirect/starknet-mcp-server) 📇 ☁️ - Comprehensive Starknet blockchain integration with support for native tokens (ETH, STRK), smart contracts, StarknetID resolution, and token transfers.
@@ -430,6 +458,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to
 - [modelcontextprotocol/server-memory](https://github.com/modelcontextprotocol/servers/tree/main/src/memory) 📇 🏠 - Knowledge graph-based persistent memory system for maintaining context
 - [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
+- [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.

 ### 🗺️ <a name="location-services"></a>Location Services

@@ -458,7 +487,7 @@ Access and analyze application monitoring data. Enables AI models to review erro
 - [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
 - [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
- [modelcontextprotocol/server-raygun](https://github.com/MindscapeHQ/mcp-server-raygun) 📇 ☁️ - Raygun API V3 integration for crash reporting and real user monitoring
+- [MindscapeHQ/server-raygun](https://github.com/MindscapeHQ/mcp-server-raygun) 📇 ☁️ - Raygun API V3 integration for crash reporting and real user monitoring
 - [modelcontextprotocol/server-sentry](https://github.com/modelcontextprotocol/servers/tree/main/src/sentry) 🐍 ☁️ - Sentry.io integration for error tracking and performance monitoring
 - [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）
@@ -483,6 +512,7 @@ Access and analyze application monitoring data. Enables AI models to review erro
 - [Ihor-Sokoliuk/MCP-SearXNG](https://github.com/ihor-sokoliuk/mcp-searxng) 📇 🏠/☁️ - A Model Context Protocol Server for [SearXNG](https://docs.searxng.org)
 - [jae-jae/fetcher-mcp](https://github.com/jae-jae/fetcher-mcp) 📇 🏠 - MCP server for fetching web page content using Playwright headless browser, supporting Javascript rendering and intelligent content extraction, and outputting Markdown or HTML format.
 - [jae-jae/g-search-mcp](https://github.com/jae-jae/g-search-mcp) 📇 🏠 - A powerful MCP server for Google search that enables parallel searching with multiple keywords simultaneously.
+- [kagisearch/kagimcp](https://github.com/kagisearch/kagimcp) ☁️ 📇 – Official Kagi Search MCP Server
 - [kshern/mcp-tavily](https://github.com/kshern/mcp-tavily.git) ☁️ 📇 – Tavily AI search API
 - [modelcontextprotocol/server-brave-search](https://github.com/modelcontextprotocol/servers/tree/main/src/brave-search) 📇 ☁️ - Web search capabilities using Brave's Search API
 - [modelcontextprotocol/server-fetch](https://github.com/modelcontextprotocol/servers/tree/main/src/fetch) 🐍 🏠 ☁️ - Efficient web content fetching and processing for AI consumption
@@ -511,6 +541,8 @@ Access and analyze application monitoring data. Enables AI models to review erro
 actors, and retrieving intelligence sources.
 security vulnerabilities. Built with remote npm registry integration for real-time security checks.
 - [mrexodia/ida-pro-mcp](https://github.com/mrexodia/ida-pro-mcp) 🐍 🏠 - MCP server for IDA Pro, allowing you to perform binary analysis with AI assistants. This plugin implement decompilation, disassembly and allows you to generate malware analysis reports automatically.
+- [rad-security/mcp-server](https://github.com/rad-security/mcp-server) 📇 ☁️ - MCP server for RAD Security, providing AI-powered security insights for Kubernetes and cloud environments. This server provides tools for querying the Rad Security API and retrieving security findings, reports, runtime data and many more.
+- [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.
 - [roadwy/cve-search_mcp](https://github.com/roadwy/cve-search_mcp) 🐍 🏠 - A Model Context Protocol (MCP) server for querying the CVE-Search API. This server provides comprehensive access to CVE-Search, browse vendor and product、get CVE per CVE-ID、get the last updated CVEs.

 ### 🏃 <a name="sports"></a>Sports
@@ -524,6 +556,7 @@ Tools for accessing sports-related data, results, and statistics.
 Tools for managing customer support, IT service management, and helpdesk operations.

 - [effytech/freshdesk-mcp](https://github.com/effytech/freshdesk_mcp) 🐍 ☁️ - MCP server that integrates with Freshdesk, enabling AI models to interact with Freshdesk modules and perform various support operations.
+- [nguyenvanduocit/jira-mcp](https://github.com/nguyenvanduocit/jira-mcp) 🏎️ ☁️ - A Go-based MCP connector for Jira that enables AI assistants like Claude to interact with Atlassian Jira. This tool provides a seamless interface for AI models to perform common Jira operations including issue management, sprint planning, and workflow transitions.

 ### 🌎 <a name="translation-services"></a>Translation Services

@@ -546,6 +579,7 @@ 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.
 - [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/tree/main/src/git) 🐍 🏠 - Direct Git repository operations including reading, searching, and analyzing local repositories
 - [modelcontextprotocol/server-github](https://github.com/modelcontextprotocol/servers/tree/main/src/github) 📇 ☁️ - GitHub API integration for repository management, PRs, issues, and more
@@ -594,9 +628,9 @@ 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.
 - [lciesielski/mcp-salesforce](https://github.com/lciesielski/mcp-salesforce-example) 🏠 ☁️ - MCP server with basic demonstration of interactions with Salesforce instance
- [llmindset/mcp-hfspace](https://github.com/evalstate/mcp-hfspace) 📇 ☁️ - Use HuggingFace Spaces directly from Claude. Use Open Source Image Generation, Chat, Vision tasks and more. Supports Image, Audio and text uploads/downloads.
+- [evalstate/mcp-hfspace](https://github.com/evalstate/mcp-hfspace) 📇 ☁️ - Use HuggingFace Spaces directly from Claude. Use Open Source Image Generation, Chat, Vision tasks and more. Supports Image, Audio and text uploads/downloads.
 - [magarcia/mcp-server-giphy](https://github.com/magarcia/mcp-server-giphy) 📇 ☁️ - Search and retrieve GIFs from Giphy's vast library through the Giphy API.
- [makehq/mcp-server](https://github.com/integromat/make-mcp-server) 🎖️ 📇 🏠 - Turn your [Make](https://www.make.com/) scenarios into callable tools for AI assistants.
+- [integromat/make-mcp-server](https://github.com/integromat/make-mcp-server) 🎖️ 📇 🏠 - Turn your [Make](https://www.make.com/) scenarios into callable tools for AI assistants.
 - [marcelmarais/Spotify](https://github.com/marcelmarais/spotify-mcp-server) - 📇 🏠 Control Spotify playback and manage playlists.
 - [MarkusPfundstein/mcp-obsidian](https://github.com/MarkusPfundstein/mcp-obsidian) 🐍 ☁️ 🏠 - Interacting with Obsidian via REST API
 - [mcp-server-jfx](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jfx) ☕ 🏠 - Draw on JavaFX canvas.