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25
LICENSE
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25
LICENSE
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@@ -0,0 +1,25 @@
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The MIT License (MIT)
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=====================
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|
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Copyright © 2024 Frank Fiegel (frank@glama.ai)
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|
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Permission is hereby granted, free of charge, to any person
|
||||
obtaining a copy of this software and associated documentation
|
||||
files (the “Software”), to deal in the Software without
|
||||
restriction, including without limitation the rights to use,
|
||||
copy, modify, merge, publish, distribute, sublicense, and/or sell
|
||||
copies of the Software, and to permit persons to whom the
|
||||
Software is furnished to do so, subject to the following
|
||||
conditions:
|
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|
||||
The above copyright notice and this permission notice shall be
|
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included in all copies or substantial portions of the Software.
|
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|
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THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND,
|
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EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES
|
||||
OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
|
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NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT
|
||||
HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
|
||||
WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
|
||||
FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR
|
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OTHER DEALINGS IN THE SOFTWARE.
|
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208
README-zh.md
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README-zh.md
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# 精选的 MCP 服务器 [](https://awesome.re)
|
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|
||||
精选的优秀模型上下文协议 (MCP) 服务器列表。
|
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|
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* [什么是MCP？](#what-is-mcp)
|
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* [教程](#tutorials)
|
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* [Server 实现](#server-implementations)
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* [框架](#frameworks)
|
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* [提示和技巧](#tips-and-tricks)
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|
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## 什么是MCP？
|
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|
||||
[MCP](https://modelcontextprotocol.io/) 是一种开放协议，通过标准化的服务器实现，使 AI 模型能够安全地与本地和远程资源进行交互。此列表重点关注可用于生产和实验性的 MCP 服务器，这些服务器通过文件访问、数据库连接、API 集成和其他上下文服务来扩展 AI 功能。
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|
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## 教程
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|
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* [Model Context Protocol (MCP) 快速开始](https://glama.ai/blog/2024-11-25-model-context-protocol-quickstart)
|
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* [设置 Claude 桌面应用程序以使用 SQLite 数据库](https://youtu.be/wxCCzo9dGj0)
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|
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## 社区
|
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|
||||
* [r/mcp Reddit](https://www.reddit.com/r/mcp)
|
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* [Discord 服务](https://glama.ai/mcp/discord)
|
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|
||||
## 说明
|
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|
||||
* 🎖️ – 正式实施
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* 🐍 – Python 代码库
|
||||
* 📇 – TypeScript 代码库
|
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* 🏎️ – Go 代码库
|
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* ☁️ - 云服务
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* 🏠 - 本地服务
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|
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## 服务器实现
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* 📂 - [浏览器自动化](#browser-automation)
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* ☁️ - [云平台](#cloud-platforms)
|
||||
* 💬 - [社交](#communication)
|
||||
* 👤 - [数据平台](#customer-data-platforms)
|
||||
* 🗄️ - [数据库](#databases)
|
||||
* 🛠️ - [开发者工具](#developer-tools)
|
||||
* 📂 - [文件系统](#file-systems)
|
||||
* 🧠 - [知识与记忆](#knowledge--memory)
|
||||
* 🗺️ - [位置服务](#location-services)
|
||||
* 📊 - [监测](#monitoring)
|
||||
* 🔎 - [搜索](#search)
|
||||
* 🔄 - [旅行与交通](#travel-and-transportation)
|
||||
* 🔄 - [版本控制](#version-control)
|
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* 🛠️ - [其他工具和集成](#other-tools-and-integrations)
|
||||
|
||||
### 📂 <a name="browser-automation"></a>浏览器自动化
|
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|
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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。
|
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|
||||
- [@executeautomation/playwright-mcp-server](https://github.com/executeautomation/mcp-playwright) 🌐⚡️ - 使用 Playwright 进行浏览器自动化和网页抓取的 MCP 服务器
|
||||
- [@automatalabs/mcp-server-playwright](https://github.com/Automata-Labs-team/MCP-Server-Playwright) 🌐🖱️ - 使用 Playwright 实现浏览器自动化的 MCP 服务器
|
||||
- [@modelcontextprotocol/server-puppeteer](https://github.com/modelcontextprotocol/servers/tree/main/src/puppeteer) 📇 🏠 - 用于网页抓取和交互的浏览器自动化
|
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- [@kimtaeyoon83/mcp-server-youtube-transcript](https://github.com/kimtaeyoon83/mcp-server-youtube-transcript) 📇 ☁️ - 获取 YouTube 字幕和文字记录以供 AI 分析
|
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|
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### ☁️ <a name="cloud-platforms"></a>云平台
|
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|
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云平台服务集成。实现与云基础设施和服务的管理和交互。
|
||||
|
||||
- [Cloudflare MCP Server](https://github.com/cloudflare/mcp-server-cloudflare) 🎖️ 📇 ☁️ - 与 Cloudflare 服务集成，包括 Workers、KV、R2 和 D1
|
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- [Kubernetes MCP Server](https://github.com/strowk/mcp-k8s-go) - 🏎️ ☁️ 通过 MCP 操作 Kubernetes 集群
|
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|
||||
### 💬 <a name="communication"></a>社交
|
||||
|
||||
与通讯平台集成，实现消息管理和渠道运营。使AI模型能够与团队沟通工具进行交互。
|
||||
|
||||
- [@modelcontextprotocol/server-slack](https://github.com/modelcontextprotocol/servers/tree/main/src/slack) 📇 ☁️ - 用于频道管理和消息传递的 Slack 工作区集成
|
||||
- [@modelcontextprotocol/server-bluesky](https://github.com/keturiosakys/bluesky-context-server) 📇 ☁️ - Bluesky 实例集成，用于查询和交互
|
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- [MarkusPfundstein/mcp-gsuite](https://github.com/MarkusPfundstein/mcp-gsuite) - 🐍 ☁️ - 与 Gmail 和 Google 日历集成。
|
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|
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### 👤 <a name="customer-data-platforms"></a>数据平台
|
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|
||||
提供对客户数据平台内客户资料的访问
|
||||
|
||||
- [sergehuber/inoyu-mcp-unomi-server](https://github.com/sergehuber/inoyu-mcp-unomi-server) 📇 ☁️ - MCP 服务器用于访问和更新 Apache Unomi CDP 服务器上的配置文件。
|
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|
||||
### 🗄️ <a name="databases"></a>数据库
|
||||
|
||||
具有模式检查功能的安全数据库访问。支持使用可配置的安全控制（包括只读访问）查询和分析数据。
|
||||
|
||||
- [LucasHild/mcp-server-bigquery](https://github.com/LucasHild/mcp-server-bigquery) 🐍 ☁️ - BigQuery 数据库集成了架构检查和查询功能
|
||||
- [ergut/mcp-bigquery-server](https://github.com/ergut/mcp-bigquery-server) 📇 ☁️ - Google BigQuery 集成的服务器实现，可实现直接 BigQuery 数据库访问和查询功能
|
||||
- [designcomputer/mysql_mcp_server](https://github.com/designcomputer/mysql_mcp_server) 🐍 🏠 - MySQL 数据库集成可配置的访问控制、模式检查和全面的安全指南
|
||||
- [@modelcontextprotocol/server-postgres](https://github.com/modelcontextprotocol/servers/tree/main/src/postgres) 📇 🏠 - PostgreSQL 数据库集成了模式检查和查询功能
|
||||
- [@modelcontextprotocol/server-sqlite](https://github.com/modelcontextprotocol/servers/tree/main/src/sqlite) 🐍 🏠 - 具有内置分析功能的 SQLite 数据库操作
|
||||
- [ktanaka101/mcp-server-duckdb](https://github.com/ktanaka101/mcp-server-duckdb) 🐍 🏠 - DuckDB 数据库集成了模式检查和查询功能
|
||||
|
||||
### 📂 <a name="file-systems"></a>文件系统
|
||||
|
||||
提供对本地文件系统的直接访问，并具有可配置的权限。使 AI 模型能够读取、写入和管理指定目录中的文件。
|
||||
|
||||
- [@modelcontextprotocol/server-filesystem](https://github.com/modelcontextprotocol/servers/tree/main/src/filesystem) 📇 🏠 - 直接访问本地文件系统。
|
||||
- [@modelcontextprotocol/server-google-drive](https://github.com/modelcontextprotocol/servers/tree/main/src/gdrive) 📇 ☁️ - Google Drive 集成，用于列出、阅读和搜索文件
|
||||
- [mark3labs/mcp-filesystem-server](https://github.com/mark3labs/mcp-filesystem-server) 🏎️ 🏠 - 用于本地文件系统访问的 Golang 实现。
|
||||
|
||||
### 🧠 <a name="knowledge--memory"></a>知识与记忆
|
||||
|
||||
使用知识图谱结构的持久内存存储。使 AI 模型能够跨会话维护和查询结构化信息。
|
||||
|
||||
- [@modelcontextprotocol/server-memory](https://github.com/modelcontextprotocol/servers/tree/main/src/memory) 📇 🏠 - 基于知识图谱的长期记忆系统用于维护上下文
|
||||
|
||||
### 🗺️ <a name="location-services"></a>位置服务
|
||||
|
||||
地理和基于位置的服务集成。支持访问地图数据、方向和位置信息。
|
||||
|
||||
- [@modelcontextprotocol/server-google-maps](https://github.com/modelcontextprotocol/servers/tree/main/src/google-maps) 📇 ☁️ - Google 地图集成，提供位置服务、路线规划和地点详细信息
|
||||
|
||||
### 📊 <a name="monitoring"></a>监测
|
||||
|
||||
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
|
||||
|
||||
### 🔎 <a name="search"></a>搜索
|
||||
|
||||
- [@modelcontextprotocol/server-brave-search](https://github.com/modelcontextprotocol/servers/tree/main/src/brave-search) 📇 ☁️ - 使用 Brave 的搜索 API 实现网页搜索功能
|
||||
- [@angheljf/nyt](https://github.com/angheljf/nyt) 📇 ☁️ - 使用 NYTimes API 搜索文章
|
||||
- [@modelcontextprotocol/server-fetch](https://github.com/modelcontextprotocol/servers/tree/main/src/fetch) 🐍 🏠 ☁️ - 高效获取和处理网页内容，供 AI 使用
|
||||
- [ac3xx/mcp-servers-kagi](https://github.com/ac3xx/mcp-servers-kagi) 📇 ☁️ - Kagi 搜索 API 集成
|
||||
- [theishangoswami/exa-mcp-server](https://github.com/theishangoswami/exa-mcp-server) 📇 ☁️ - Exa AI 搜索 API
|
||||
- [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）
|
||||
- [Tomatio13/mcp-server-tavily](https://github.com/Tomatio13/mcp-server-tavily) ☁️ 🐍 – Tavily AI 搜索 API
|
||||
- [blazickjp/arxiv-mcp-server](https://github.com/blazickjp/arxiv-mcp-server) ☁️ 🐍 - 搜索 ArXiv 研究论文
|
||||
|
||||
### 🚆 <a name="travel-and-transportation"></a>旅行与交通
|
||||
|
||||
访问旅行和交通信息。可以查询时刻表、路线和实时旅行数据。
|
||||
|
||||
- [NS Travel Information MCP Server](https://github.com/r-huijts/ns-mcp-server) 📇 ☁️ - 了解荷兰铁路 (NS) 的旅行信息、时刻表和实时更新
|
||||
|
||||
### 🔄 <a name="version-control"></a>版本控制
|
||||
|
||||
与 Git 存储库和版本控制平台交互。通过标准化 API 实现存储库管理、代码分析、拉取请求处理、问题跟踪和其他版本控制操作。
|
||||
|
||||
- [@modelcontextprotocol/server-github](https://github.com/modelcontextprotocol/servers/tree/main/src/github) 📇 ☁️ - GitHub API集成用于仓库管理、PR、问题等
|
||||
- [@modelcontextprotocol/server-gitlab](https://github.com/modelcontextprotocol/servers/tree/main/src/gitlab) 📇 ☁️ 🏠 - GitLab平台集成用于项目管理和CI/CD操作
|
||||
- [@modelcontextprotocol/server-git](https://github.com/modelcontextprotocol/servers/tree/main/src/git) 🐍 🏠 - 直接的Git仓库操作，包括读取、搜索和分析本地仓库
|
||||
|
||||
### 🛠️ <a name="other-tools-and-integrations"></a>其他工具和集成
|
||||
|
||||
- [mrjoshuak/godoc-mcp](https://github.com/mrjoshuak/godoc-mcp) 🏎️ 🏠 - 高效的 Go 文档服务器，让 AI 助手可以智能访问包文档和类型，而无需阅读整个源文件
|
||||
- [pierrebrunelle/mcp-server-openai](https://github.com/pierrebrunelle/mcp-server-openai) 🐍 ☁️ - 直接从Claude查询OpenAI模型，使用MCP协议
|
||||
- [@modelcontextprotocol/server-everything](https://github.com/modelcontextprotocol/servers/tree/main/src/everything) 📇 🏠 - MCP服务器，涵盖MCP协议的所有功能
|
||||
- [baba786/phabricator-mcp-server](https://github.com/baba786/phabricator-mcp-server) 🐍 ☁️ - 与Phabricator API交互
|
||||
- [MarkusPfundstein/mcp-obsidian](https://github.com/MarkusPfundstein/mcp-obsidian) 🐍 ☁️ 🏠 - 通过REST API与Obsidian交互
|
||||
- [calclavia/mcp-obsidian](https://github.com/calclavia/mcp-obsidian) 📇 🏠 - 这是一个连接器，允许Claude Desktop（或任何MCP客户端）读取和搜索包含Markdown笔记的目录（如Obsidian库）。
|
||||
- [anaisbetts/mcp-youtube](https://github.com/anaisbetts/mcp-youtube) 📇 ☁️ - 获取YouTube字幕
|
||||
- [danhilse/notion_mcp](https://github.com/danhilse/notion_mcp) 🐍 ☁️ - 与Notion API集成，管理个人待办事项列表
|
||||
- [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）
|
||||
- [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
|
||||
- [g0t4/mcp-server-commands](https://github.com/g0t4/mcp-server-commands) 📇 🏠 - 执行命令并包括其输出。工具和提示。
|
||||
- [evalstate/mcp-miro](https://github.com/evalstate/mcp-miro) 📇 ☁️ - 访问MIRO白板，批量创建和读取项目。需要REST API的OAUTH密钥。
|
||||
- [sooperset/mcp-atlassian](https://github.com/sooperset/mcp-atlassian) 🐍 ☁️ - Confluence工作区的自然语言搜索和内容访问
|
||||
- [pyroprompts/any-chat-completions-mcp](https://github.com/pyroprompts/any-chat-completions-mcp) - 与任何其他OpenAI SDK兼容的聊天完成API对话，例如Perplexity、Groq、xAI等
|
||||
- [anaisbetts/mcp-installer](https://github.com/anaisbetts/mcp-installer) 🐍 🏠 - 一个MCP服务器，可以为您安装其他MCP服务器
|
||||
- [tanigami/mcp-server-perplexity](https://github.com/tanigami/mcp-server-perplexity) 🐍 ☁️ - 与 Perplexity API 交互。
|
||||
- [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
|
||||
|
||||
## 框架
|
||||
|
||||
- [Genkit MCP](https://github.com/firebase/genkit/tree/main/js/plugins/mcp) 📇 – 提供[Genkit](https://github.com/firebase/genkit/tree/main)与模型上下文协议（MCP）之间的集成。
|
||||
- [@modelcontextprotocol/server-langchain](https://github.com/rectalogic/langchain-mcp) 🐍 - 提供LangChain中的MCP工具调用支持，允许将MCP工具集成到LangChain工作流中。
|
||||
- [mark3labs/mcp-go](https://github.com/mark3labs/mcp-go) 🏎️ - 用于构建MCP服务器和客户端的Golang SDK。
|
||||
- [FastMCP](https://github.com/jlowin/fastmcp) 🐍 - 一个用于在Python中构建MCP服务器的高级框架。
|
||||
- [mcp-rs-template](https://github.com/linux-china/mcp-rs-template) 🦀 - Rust的MCP CLI服务器模板
|
||||
|
||||
## 客户端
|
||||
|
||||
- [SecretiveShell/MCP-Bridge](https://github.com/SecretiveShell/MCP-Bridge) 🐍 一个OpenAI中间件代理，用于在任何现有的OpenAI兼容客户端中使用MCP。
|
||||
- [3choff/MCP-Chatbot](https://github.com/3choff/mcp-chatbot) 一个简单但功能强大的⭐CLI聊天机器人，它将工具服务器与任何与OpenAI兼容的LLM API集成。
|
||||
- [zed-industries/zed](https://github.com/zed-industries/zed) 来自Atom创作者的多人协作代码编辑器。
|
||||
- [firebase/genkit](https://github.com/firebase/genkit) 代理和数据转换框架。
|
||||
- [continuedev/continue](https://github.com/continuedev/continue) vscode自动补全和聊天工具（支持完整功能）。
|
||||
|
||||
## 提示和技巧
|
||||
|
||||
### 官方提示关于 LLM 如何使用 MCP
|
||||
|
||||
想向 Claude 询问模型上下文协议相关技术吗？
|
||||
|
||||
创建一个项目，然后将此文件添加到其中：
|
||||
|
||||
https://modelcontextprotocol.io/llms-full.txt
|
||||
|
||||
现在 Claude 可以回答有关编写 MCP 服务器及其工作原理的问题
|
||||
|
||||
- https://www.reddit.com/r/ClaudeAI/comments/1h3g01r/want_to_ask_claude_about_model_context_protocol/
|
||||
|
||||
## 收藏历史
|
||||
|
||||
<a href="https://star-history.com/#punkpeye/awesome-mcp-servers&Date">
|
||||
<picture>
|
||||
<source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/svg?repos=punkpeye/awesome-mcp-servers&type=Date&theme=dark" />
|
||||
<source media="(prefers-color-scheme: light)" srcset="https://api.star-history.com/svg?repos=punkpeye/awesome-mcp-servers&type=Date" />
|
||||
<img alt="Star History Chart" src="https://api.star-history.com/svg?repos=punkpeye/awesome-mcp-servers&type=Date" />
|
||||
</picture>
|
||||
</a>
|
||||
192
README.md
192
README.md
@@ -1,5 +1,10 @@
|
||||
# Awesome MCP Servers [](https://awesome.re)
|
||||
|
||||
[](README.md)
|
||||
[](README-zh.md)
|
||||
|
||||
|
||||
|
||||
A curated list of awesome Model Context Protocol (MCP) servers.
|
||||
|
||||
* [What is MCP?](#what-is-mcp)
|
||||
@@ -15,133 +20,184 @@ A curated list of awesome Model Context Protocol (MCP) servers.
|
||||
## Tutorials
|
||||
|
||||
* [Model Context Protocol (MCP) Quickstart](https://glama.ai/blog/2024-11-25-model-context-protocol-quickstart)
|
||||
* [Setup Claude Desktop App to Use a SQLite Database](https://youtu.be/wxCCzo9dGj0)
|
||||
|
||||
## Community
|
||||
|
||||
* [Discord Server](https://discord.gg/TFE8FmjCdS)
|
||||
* [r/mcp Reddit](https://www.reddit.com/r/mcp)
|
||||
* [Discord Server](https://glama.ai/mcp/discord)
|
||||
|
||||
## Legend
|
||||
|
||||
* 🎖️ – official implementation
|
||||
* 🐍 – Python codebase
|
||||
* 📇 – TypeScript codebase
|
||||
* 🏎️ – Go codebase
|
||||
* ☁️ - Cloud Service
|
||||
* 🏠 - Local Service
|
||||
|
||||
## Server Implementations
|
||||
|
||||
* 📂 - [Browser Automation](#browser-automation)
|
||||
* ☁️ - [Cloud Platforms](#cloud-platforms)
|
||||
* 💬 - [Communication](#communication)
|
||||
* 👤 - [Customer Data Platforms](#customer-data-platforms)
|
||||
* 🗄️ - [Databases](#databases)
|
||||
* 🛠️ - [Developer Tools](#developer-tools)
|
||||
* 📂 - [File Systems](#file-systems)
|
||||
* 🧠 - [Knowledge & Memory](#knowledge--memory)
|
||||
* 🗺️ - [Location Services](#location-services)
|
||||
* 📊 - [Monitoring](#monitoring)
|
||||
* 🔎 - [Search](#search)
|
||||
* 🔄 - [Travel & Transportation](#travel-and-transportation)
|
||||
* 🔄 - [Version Control](#version-control)
|
||||
* 🛠️ - [Other Tools and Integrations](#other-tools-and-integrations)
|
||||
|
||||
### 📂 <a name="browser-automation"></a>Browser Automation <sup>[top⇈](#server-implementations)</sup>
|
||||
|
||||
### 📂 <a name="browser-automation"></a>Browser Automation
|
||||
|
||||
Web content access and automation capabilities. Enables searching, scraping, and processing web content in AI-friendly formats.
|
||||
- [@executeautomation/playwright-mcp-server](https://github.com/executeautomation/mcp-playwright) 🌐⚡️ - An MCP server using Playwright for browser automation and webscrapping
|
||||
- [@automatalabs/mcp-server-playwright](https://github.com/Automata-Labs-team/MCP-Server-Playwright) 🌐🖱️ - An MCP server for browser automation using Playwright
|
||||
- [@modelcontextprotocol/server-puppeteer](https://github.com/modelcontextprotocol/servers/tree/main/src/puppeteer) 📇 🏠 - Browser automation for web scraping and interaction
|
||||
- [@kimtaeyoon83/mcp-server-youtube-transcript](https://github.com/kimtaeyoon83/mcp-server-youtube-transcript) 📇 ☁️ - Fetch YouTube subtitles and transcripts for AI analysis
|
||||
|
||||
- [@modelcontextprotocol/server-puppeteer](https://github.com/modelcontextprotocol/servers/tree/main/src/puppeteer) - Browser automation for web scraping and interaction
|
||||
- [@modelcontextprotocol/server-youtube](https://github.com/kimtaeyoon83/mcp-server-youtube-transcript) - Fetch YouTube subtitles and transcripts for AI analysis
|
||||
|
||||
|
||||
### ☁️ <a name="cloud-platforms"></a>Cloud Platforms <sup>[top⇈](#server-implementations)</sup>
|
||||
### ☁️ <a name="cloud-platforms"></a>Cloud Platforms
|
||||
|
||||
Cloud platform service integration. Enables management and interaction with cloud infrastructure and services.
|
||||
|
||||
- [Cloudflare MCP Server](https://github.com/cloudflare/mcp-server-cloudflare) - Integration with Cloudflare services including Workers, KV, R2, and D1
|
||||
- [Cloudflare MCP Server](https://github.com/cloudflare/mcp-server-cloudflare) 🎖️ 📇 ☁️ - Integration with Cloudflare services including Workers, KV, R2, and D1
|
||||
- [Kubernetes MCP Server](https://github.com/strowk/mcp-k8s-go) - 🏎️ ☁️ Kubernetes cluster operations through MCP
|
||||
|
||||
<br />
|
||||
|
||||
### 💬 <a name="communication"></a>Communication <sup>[top⇈](#server-implementations)</sup>
|
||||
### 💬 <a name="communication"></a>Communication
|
||||
|
||||
Integration with communication platforms for message management and channel operations. Enables AI models to interact with team communication tools.
|
||||
|
||||
- [@modelcontextprotocol/server-slack](https://github.com/modelcontextprotocol/servers/tree/main/src/slack) - Slack workspace integration for channel management and messaging
|
||||
- [@modelcontextprotocol/server-slack](https://github.com/modelcontextprotocol/servers/tree/main/src/slack) 📇 ☁️ - Slack workspace integration for channel management and messaging
|
||||
- [@modelcontextprotocol/server-bluesky](https://github.com/keturiosakys/bluesky-context-server) 📇 ☁️ - Bluesky instance integration for querying and interaction
|
||||
- [MarkusPfundstein/mcp-gsuite](https://github.com/MarkusPfundstein/mcp-gsuite) - 🐍 ☁️ - Integration with gmail and Google Calendar.
|
||||
|
||||
<br />
|
||||
### 👤 <a name="customer-data-platforms"></a>Customer Data Platforms
|
||||
|
||||
### 🗄️ <a name="databases"></a>Databases <sup>[top⇈](#server-implementations)</sup>
|
||||
Provides access to customer profiles inside of customer data platforms
|
||||
|
||||
Secure database access with schema inspection capabilities. Enables querying and analyzing data while maintaining read-only safety by default.
|
||||
- [sergehuber/inoyu-mcp-unomi-server](https://github.com/sergehuber/inoyu-mcp-unomi-server) 📇 ☁️ - An MCP server to access and updates profiles on an Apache Unomi CDP server.
|
||||
|
||||
- [@modelcontextprotocol/server-postgres](https://github.com/modelcontextprotocol/servers/tree/main/src/postgres) - PostgreSQL database integration with schema inspection and query capabilities
|
||||
- [@modelcontextprotocol/server-sqlite](https://github.com/modelcontextprotocol/servers/tree/main/src/sqlite) - SQLite database operations with built-in analysis features
|
||||
### 🗄️ <a name="databases"></a>Databases
|
||||
|
||||
Secure database access with schema inspection capabilities. Enables querying and analyzing data with configurable security controls including read-only access.
|
||||
|
||||
- [LucasHild/mcp-server-bigquery](https://github.com/LucasHild/mcp-server-bigquery) 🐍 ☁️ - BigQuery database integration with schema inspection and query capabilities
|
||||
- [ergut/mcp-bigquery-server](https://github.com/ergut/mcp-bigquery-server) 📇 ☁️ - Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities
|
||||
- [designcomputer/mysql_mcp_server](https://github.com/designcomputer/mysql_mcp_server) 🐍 🏠 - MySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines
|
||||
- [@modelcontextprotocol/server-postgres](https://github.com/modelcontextprotocol/servers/tree/main/src/postgres) 📇 🏠 - PostgreSQL database integration with schema inspection and query capabilities
|
||||
- [@modelcontextprotocol/server-sqlite](https://github.com/modelcontextprotocol/servers/tree/main/src/sqlite) 🐍 🏠 - SQLite database operations with built-in analysis features
|
||||
- [@joshuarileydev/supabase-mcp-server](https://github.com/joshuarileydev/supabase) - Supabase MCP Server for managing and creating projects and organisations in Supabase
|
||||
- [ktanaka101/mcp-server-duckdb](https://github.com/ktanaka101/mcp-server-duckdb) 🐍 🏠 - DuckDB database integration with schema inspection and query capabilities
|
||||
- [QuantGeekDev/mongo-mcp](https://github.com/QuantGeekDev/mongo-mcp) 📇 🏠 - MongoDB integration that enables LLMs to interact directly with databases.
|
||||
- [tinybirdco/mcp-tinybird](https://github.com/tinybirdco/mcp-tinybird) 🐍 ☁️ - Tinybird integration with query and API capabilities
|
||||
|
||||
<br />
|
||||
### 💻 <a name="developer-tools"></a>Developer Tools
|
||||
|
||||
### 📂 <a name="file-systems"></a>File Systems <sup>[top⇈](#server-implementations)</sup>
|
||||
Tools and integrations that enhance the development workflow and environment management.
|
||||
|
||||
- [QuantGeekDev/docker-mcp](https://github.com/QuantGeekDev/docker-mcp) 🏎️ 🏠 - Docker container management and operations through MCP
|
||||
|
||||
### 📂 <a name="file-systems"></a>File Systems
|
||||
|
||||
Provides direct access to local file systems with configurable permissions. Enables AI models to read, write, and manage files within specified directories.
|
||||
|
||||
- [@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
|
||||
- [mark3labs/mcp-filesystem-server](https://github.com/mark3labs/mcp-filesystem-server) - Golang implementation for local file system access.
|
||||
- [@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
|
||||
- [mark3labs/mcp-filesystem-server](https://github.com/mark3labs/mcp-filesystem-server) 🏎️ 🏠 - Golang implementation for local file system access.
|
||||
|
||||
<br />
|
||||
|
||||
### 🧠 <a name="knowledge--memory"></a>Knowledge & Memory <sup>[top⇈](#server-implementations)</sup>
|
||||
### 🧠 <a name="knowledge--memory"></a>Knowledge & Memory
|
||||
|
||||
Persistent memory storage using knowledge graph structures. Enables AI models to maintain and query structured information across sessions.
|
||||
- [@modelcontextprotocol/server-memory](https://github.com/modelcontextprotocol/servers/tree/main/src/memory) - Knowledge graph-based persistent memory system for maintaining context
|
||||
- [@modelcontextprotocol/server-memory](https://github.com/modelcontextprotocol/servers/tree/main/src/memory) 📇 🏠 - Knowledge graph-based persistent memory system for maintaining context
|
||||
|
||||
<br />
|
||||
|
||||
### 🗺️ <a name="location-services"></a>Location Services <sup>[top⇈](#server-implementations)</sup>
|
||||
### 🗺️ <a name="location-services"></a>Location Services
|
||||
|
||||
Geographic and location-based services integration. Enables access to mapping data, directions, and place information.
|
||||
|
||||
- [@modelcontextprotocol/server-google-maps](https://github.com/modelcontextprotocol/servers/tree/main/src/google-maps) - Google Maps integration for location services, routing, and place details
|
||||
- [@modelcontextprotocol/server-google-maps](https://github.com/modelcontextprotocol/servers/tree/main/src/google-maps) 📇 ☁️ - Google Maps integration for location services, routing, and place details
|
||||
|
||||
|
||||
<br />
|
||||
|
||||
### 📊 <a name="monitoring"></a>Monitoring <sup>[top⇈](#server-implementations)</sup>
|
||||
### 📊 <a name="monitoring"></a>Monitoring
|
||||
|
||||
Access and analyze application monitoring data. Enables AI models to review error reports and performance metrics.
|
||||
|
||||
- [@modelcontextprotocol/server-sentry](https://github.com/modelcontextprotocol/servers/tree/main/src/sentry) - Sentry.io integration for error tracking and performance monitoring
|
||||
- [@modelcontextprotocol/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
|
||||
- [@modelcontextprotocol/server-raygun](https://github.com/MindscapeHQ/mcp-server-raygun) 📇 ☁️ - Raygun API V3 integration for crash reporting and real user monitoring
|
||||
|
||||
<br />
|
||||
### 🔎 <a name="search"></a>Search
|
||||
|
||||
### 🔎 <a name="search"></a>Search <sup>[top⇈](#server-implementations)</sup>
|
||||
- [@modelcontextprotocol/server-brave-search](https://github.com/modelcontextprotocol/servers/tree/main/src/brave-search) 📇 ☁️ - Web search capabilities using Brave's Search API
|
||||
- [@angheljf/nyt](https://github.com/angheljf/nyt) 📇 ☁️ - Search articles using the NYTimes API
|
||||
- [@modelcontextprotocol/server-fetch](https://github.com/modelcontextprotocol/servers/tree/main/src/fetch) 🐍 🏠 ☁️ - Efficient web content fetching and processing for AI consumption
|
||||
- [ac3xx/mcp-servers-kagi](https://github.com/ac3xx/mcp-servers-kagi) 📇 ☁️ - Kagi search API integration
|
||||
- [theishangoswami/exa-mcp-server](https://github.com/theishangoswami/exa-mcp-server) 📇 ☁️ - Exa AI Search API
|
||||
- [exa-labs/exa-mcp-server](https://github.com/exa-labs/exa-mcp-server) 🎖️ 📇 ☁️ – A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.
|
||||
- [fatwang2/search1api-mcp](https://github.com/fatwang2/search1api-mcp) 📇 ☁️ - Search via search1api (requires paid API key)
|
||||
- [Tomatio13/mcp-server-tavily](https://github.com/Tomatio13/mcp-server-tavily) ☁️ 🐍 – Tavily AI search API
|
||||
- [blazickjp/arxiv-mcp-server](https://github.com/blazickjp/arxiv-mcp-server) ☁️ 🐍 - Search ArXiv research papers
|
||||
- [mzxrai/mcp-webresearch](https://github.com/mzxrai/mcp-webresearch) 🔍📚 - Search Google and do deep web research on any topic
|
||||
|
||||
Web search capabilities.
|
||||
### 🚆 <a name="travel-and-transportation"></a>Travel & Transportation
|
||||
|
||||
- [@modelcontextprotocol/server-brave-search](https://github.com/modelcontextprotocol/servers/tree/main/src/brave-search) - Web search capabilities using Brave's Search API
|
||||
- [@angheljf/nyt](https://github.com/angheljf/nyt) - Search articles using the NYTimes API
|
||||
- [@modelcontextprotocol/server-fetch](https://github.com/modelcontextprotocol/servers/tree/main/src/fetch) - Efficient web content fetching and processing for AI consumption
|
||||
- [ac3xx/mcp-servers-kagi](https://github.com/ac3xx/mcp-servers-kagi) - Kagi search API integration
|
||||
- [theishangoswami/exa-mcp-server](https://github.com/theishangoswami/exa-mcp-server) - Exa AI Search API
|
||||
Access to travel and transportation information. Enables querying schedules, routes, and real-time travel data.
|
||||
|
||||
- [NS Travel Information MCP Server](https://github.com/r-huijts/ns-mcp-server) 📇 ☁️ - Access Dutch Railways (NS) travel information, schedules, and real-time updates
|
||||
|
||||
<br />
|
||||
|
||||
### 🔄 <a name="version-control"></a>Version Control <sup>[top⇈](#server-implementations)</sup>
|
||||
### 🔄 <a name="version-control"></a>Version Control
|
||||
|
||||
Interact with Git repositories and version control platforms. Enables repository management, code analysis, pull request handling, issue tracking, and other version control operations through standardized APIs.
|
||||
|
||||
- [@modelcontextprotocol/server-github](https://github.com/modelcontextprotocol/servers/tree/main/src/github) - GitHub API integration for repository management, PRs, issues, and more
|
||||
- [@modelcontextprotocol/server-gitlab](https://github.com/modelcontextprotocol/servers/tree/main/src/gitlab) - GitLab platform integration for project management and CI/CD operations
|
||||
- [@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
|
||||
- [@modelcontextprotocol/server-gitlab](https://github.com/modelcontextprotocol/servers/tree/main/src/gitlab) 📇 ☁️ 🏠 - GitLab platform integration for project management and CI/CD operations
|
||||
- [@modelcontextprotocol/server-git](https://github.com/modelcontextprotocol/servers/tree/main/src/git) 🐍 🏠 - Direct Git repository operations including reading, searching, and analyzing local repositories
|
||||
|
||||
<br />
|
||||
### 🛠️ <a name="other-tools-and-integrations"></a>Other Tools and Integrations
|
||||
|
||||
- [mrjoshuak/godoc-mcp](https://github.com/mrjoshuak/godoc-mcp) 🏎️ 🏠 - Token-efficient Go documentation server that provides AI assistants with smart access to package docs and types without reading entire source files
|
||||
- [pierrebrunelle/mcp-server-openai](https://github.com/pierrebrunelle/mcp-server-openai) 🐍 ☁️ - Query OpenAI models directly from Claude using MCP protocol
|
||||
- [@modelcontextprotocol/server-everything](https://github.com/modelcontextprotocol/servers/tree/main/src/everything) 📇 🏠 - MCP server that exercises all the features of the MCP protocol
|
||||
- [baba786/phabricator-mcp-server](https://github.com/baba786/phabricator-mcp-server) 🐍 ☁️ - Interacting with Phabricator API
|
||||
- [MarkusPfundstein/mcp-obsidian](https://github.com/MarkusPfundstein/mcp-obsidian) 🐍 ☁️ 🏠 - Interacting with Obsidian via REST API
|
||||
- [calclavia/mcp-obsidian](https://github.com/calclavia/mcp-obsidian) 📇 🏠 - This is a connector to allow Claude Desktop (or any MCP client) to read and search any directory containing Markdown notes (such as an Obsidian vault).
|
||||
- [anaisbetts/mcp-youtube](https://github.com/anaisbetts/mcp-youtube) 📇 ☁️ - Fetch YouTube subtitles
|
||||
- [danhilse/notion_mcp](https://github.com/danhilse/notion_mcp) 🐍 ☁️ - Integrates with Notion's API to manage personal todo lists
|
||||
- [rusiaaman/wcgw](https://github.com/rusiaaman/wcgw/blob/main/src/wcgw/client/mcp_server/Readme.md) 🐍 🏠 - Autonomous shell execution, computer control and coding agent. (Mac)
|
||||
- [reeeeemo/ancestry-mcp](https://github.com/reeeeemo/ancestry-mcp) 🐍 🏠 - Allows the AI to read .ged files and genetic data
|
||||
- [sirmews/apple-notes-mcp](https://github.com/sirmews/apple-notes-mcp) 🐍 🏠 - Allows the AI to read from your local Apple Notes database (macOS only)
|
||||
- [anjor/coinmarket-mcp-server](https://github.com/anjor/coinmarket-mcp-server) 🐍 🏠 - Coinmarket API integration to fetch cryptocurrency listings and quotes
|
||||
- [suekou/mcp-notion-server](https://github.com/suekou/mcp-notion-server) 📇 🏠 - Interacting with Notion API
|
||||
- [amidabuddha/unichat-mcp-server](https://github.com/amidabuddha/unichat-mcp-server) 🐍/📇 ☁️ - Send requests to OpenAI, MistralAI, Anthropic, xAI, or Google AI using MCP protocol via tool or predefined prompts. Vendor API key required
|
||||
- [g0t4/mcp-server-commands](https://github.com/g0t4/mcp-server-commands) 📇 🏠 - Run commands and include their output. Tools and Prompts.
|
||||
- [evalstate/mcp-miro](https://github.com/evalstate/mcp-miro) 📇 ☁️ - Access MIRO whiteboards, bulk create and read items. Requires OAUTH key for REST API.
|
||||
- [sooperset/mcp-atlassian](https://github.com/sooperset/mcp-atlassian) 🐍 ☁️ - Natural language search and content access for Confluence workspaces
|
||||
- [pyroprompts/any-chat-completions-mcp](https://github.com/pyroprompts/any-chat-completions-mcp) - Chat with any other OpenAI SDK Compatible Chat Completions API, like Perplexity, Groq, xAI and more
|
||||
- [anaisbetts/mcp-installer](https://github.com/anaisbetts/mcp-installer) 🐍 🏠 - An MCP server that installs other MCP servers for you.
|
||||
- [tanigami/mcp-server-perplexity](https://github.com/tanigami/mcp-server-perplexity) 🐍 ☁️ - Interacting with Perplexity API.
|
||||
- [future-audiences/wikimedia-enterprise-model-context-protocol](https://gitlab.wikimedia.org/repos/future-audiences/wikimedia-enterprise-model-context-protocol) 🐍 ☁️ - Wikipedia Article lookup API
|
||||
- [andybrandt/mcp-simple-timeserver](https://github.com/andybrandt/mcp-simple-timeserver) 🐍 🏠☁️ - An MCP server that allows checking local time on the client machine or current UTC time from an NTP server
|
||||
- [andybrandt/mcp-simple-openai-assistant](https://github.com/andybrandt/mcp-simple-openai-assistant) - 🐍 ☁️ MCP to talk to OpenAI assistants (Claude can use any GPT model as his assitant)
|
||||
|
||||
### 🛠️ <a name="other-tools-and-integrations"></a>Other Tools and Integrations <sup>[top⇈](#server-implementations)</sup>
|
||||
|
||||
- [pierrebrunelle/mcp-server-openai](https://github.com/pierrebrunelle/mcp-server-openai) - Query OpenAI models directly from Claude using MCP protocol
|
||||
- [@modelcontextprotocol/server-everything](https://github.com/modelcontextprotocol/servers/tree/main/src/everything) - MCP server that exercises all the features of the MCP protocol
|
||||
- [baba786/phabricator-mcp-server](https://github.com/baba786/phabricator-mcp-server) - Interacting with Phabricator API
|
||||
- [MarkusPfundstein/mcp-obsidian](https://github.com/MarkusPfundstein/mcp-obsidian) - Interacting with Obsidian via REST API
|
||||
- [calclavia/mcp-obsidian](https://github.com/calclavia/mcp-obsidian) - This is a connector to allow Claude Desktop (or any MCP client) to read and search any directory containing Markdown notes (such as an Obsidian vault).
|
||||
- [anaisbetts/mcp-youtube](https://github.com/anaisbetts/mcp-youtube) - Fetch YouTube subtitles
|
||||
- [danhilse/notion_mcp](https://github.com/danhilse/notion_mcp) - Integrates with Notion's API to manage personal todo lists
|
||||
- [rusiaaman/wcgw](https://github.com/rusiaaman/wcgw/blob/main/src/wcgw/client/mcp_server/Readme.md) - Autonomous shell execution, computer control and coding agent. (Mac)
|
||||
|
||||
## Frameworks
|
||||
|
||||
- [Genkit MCP](https://github.com/firebase/genkit/tree/main/js/plugins/mcp) – Provides integration between [Genkit](https://github.com/firebase/genkit/tree/main) and the Model Context Protocol (MCP).
|
||||
- [@modelcontextprotocol/server-langchain](https://github.com/rectalogic/langchain-mcp) - Provides MCP tool calling support in LangChain, allowing for the integration of MCP tools into LangChain workflows.
|
||||
- [Genkit MCP](https://github.com/firebase/genkit/tree/main/js/plugins/mcp) 📇 – Provides integration between [Genkit](https://github.com/firebase/genkit/tree/main) and the Model Context Protocol (MCP).
|
||||
- [@modelcontextprotocol/server-langchain](https://github.com/rectalogic/langchain-mcp) 🐍 - Provides MCP tool calling support in LangChain, allowing for the integration of MCP tools into LangChain workflows.
|
||||
- [mark3labs/mcp-go](https://github.com/mark3labs/mcp-go) 🏎️ - Golang SDK for building MCP Servers and Clients.
|
||||
- [FastMCP](https://github.com/jlowin/fastmcp) 🐍 - A high-level framework for building MCP servers in Python
|
||||
- [mcp-rs-template](https://github.com/linux-china/mcp-rs-template) 🦀 - MCP CLI server template for Rust
|
||||
|
||||
## Clients
|
||||
|
||||
- [SecretiveShell/MCP-Bridge](https://github.com/SecretiveShell/MCP-Bridge) 🐍 an openAI middleware proxy to use mcp in any existing openAI compatible client
|
||||
- [3choff/MCP-Chatbot](https://github.com/3choff/mcp-chatbot) A simple yet powerful ⭐ CLI chatbot that integrates tool servers with any OpenAI-compatible LLM API.
|
||||
- [zed-industries/zed](https://github.com/zed-industries/zed) multiplayer code editor from the creators of atom
|
||||
- [firebase/genkit](https://github.com/firebase/genkit) agent and data transformation framework
|
||||
- [continuedev/continue](https://github.com/continuedev/continue) vscode auto complete and chat tool (full feature support)
|
||||
|
||||
## Tips and Tricks
|
||||
|
||||
@@ -156,3 +212,13 @@ https://modelcontextprotocol.io/llms-full.txt
|
||||
Now Claude can answer questions about writing MCP servers and how they work
|
||||
|
||||
- https://www.reddit.com/r/ClaudeAI/comments/1h3g01r/want_to_ask_claude_about_model_context_protocol/
|
||||
|
||||
## Star History
|
||||
|
||||
<a href="https://star-history.com/#punkpeye/awesome-mcp-servers&Date">
|
||||
<picture>
|
||||
<source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/svg?repos=punkpeye/awesome-mcp-servers&type=Date&theme=dark" />
|
||||
<source media="(prefers-color-scheme: light)" srcset="https://api.star-history.com/svg?repos=punkpeye/awesome-mcp-servers&type=Date" />
|
||||
<img alt="Star History Chart" src="https://api.star-history.com/svg?repos=punkpeye/awesome-mcp-servers&type=Date" />
|
||||
</picture>
|
||||
</a>
|
||||
|
||||
Reference in New Issue
Block a user