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# Awesome MCP Servers [](https://awesome.re)
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A curated list of awesome Model Context Protocol (MCP) servers.
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* [What is MCP?](#what-is-mcp)
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* [Server Implementations](#server-implementations)
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## What is MCP?
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MCP is an open protocol that enables AI models to securely interact with local and remote resources through standardized server implementations. This list focuses on production-ready and experimental MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services.
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## Server Implementations
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* 📂 - [Browser Automation](#browser-automation)
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* ☁️ - [Cloud Platforms](#cloud-platforms)
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* 💬 - [Communication](#communication)
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* 🗄️ - [Databases](#databases)
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* 📂 - [File Systems](#file-systems)
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* 🧠 - [Knowledge & Memory](#knowledge--memory)
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* 🗺️ - [Location Services](#location-services)
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* 📊 - [Monitoring](#monitoring)
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* 🔎 - [Search](#search)
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* 🔄 - [Version Control](#version-control)
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* 🛠️ - [Other Tools and Integrations](#other-tools-and-integrations)
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### 📂 <a name="browser-automation"></a>Browser Automation <sup>[top⇈](#server-implementations)</sup>
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> Web content access and automation capabilities. Enables searching, scraping, and processing web content in AI-friendly formats.
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- [@modelcontextprotocol/server-puppeteer](https://github.com/modelcontextprotocol/servers/tree/main/src/puppeteer) - Browser automation for web scraping and interaction
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### ☁️ <a name="cloud-platforms"></a>Cloud Platforms <sup>[top⇈](#server-implementations)</sup>
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> Cloud platform service integration. Enables management and interaction with cloud infrastructure and services.
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- [Cloudflare MCP Server](https://github.com/cloudflare/mcp-server-cloudflare) - Integration with Cloudflare services including Workers, KV, R2, and D1
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<br />
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### 💬 <a name="communication"></a>Communication <sup>[top⇈](#server-implementations)</sup>
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> Integration with communication platforms for message management and channel operations. Enables AI models to interact with team communication tools.
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- [@modelcontextprotocol/server-slack](https://github.com/modelcontextprotocol/servers/tree/main/src/slack) - Slack workspace integration for channel management and messaging
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<br />
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### 🗄️ <a name="databases"></a>Databases <sup>[top⇈](#server-implementations)</sup>
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> Secure database access with schema inspection capabilities. Enables querying and analyzing data while maintaining read-only safety by default.
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- [@modelcontextprotocol/server-postgres](https://github.com/modelcontextprotocol/servers/tree/main/src/postgres) - PostgreSQL database integration with schema inspection and query capabilities
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- [@modelcontextprotocol/server-sqlite](https://github.com/modelcontextprotocol/servers/tree/main/src/sqlite) - SQLite database operations with built-in analysis features
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<br />
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### 📂 <a name="file-systems"></a>File Systems <sup>[top⇈](#server-implementations)</sup>
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> Provides direct access to local file systems with configurable permissions. Enables AI models to read, write, and manage files within specified directories.
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- [@modelcontextprotocol/server-filesystem](https://github.com/modelcontextprotocol/servers/tree/main/src/filesystem) - Direct local file system access.
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- [mark3labs/mcp-filesystem-server](https://github.com/mark3labs/mcp-filesystem-server) - Golang implementation for local file system access.
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<br />
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## 🧠 <a name="knowledge--memory"></a>Knowledge & Memory <sup>[top⇈](#server-implementations)</sup>
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> Persistent memory storage using knowledge graph structures. Enables AI models to maintain and query structured information across sessions.
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- [@modelcontextprotocol/server-memory](https://github.com/modelcontextprotocol/servers/tree/main/src/memory) - Knowledge graph-based persistent memory system for maintaining context
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<br />
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### 🗺️ <a name="location-services"></a>Location Services <sup>[top⇈](#server-implementations)</sup>
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> Geographic and location-based services integration. Enables access to mapping data, directions, and place information.
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- [@modelcontextprotocol/server-google-maps](https://github.com/modelcontextprotocol/servers/tree/main/src/google-maps) - Google Maps integration for location services, routing, and place details
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<br />
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### 📊 <a name="monitoring"></a>Monitoring <sup>[top⇈](#server-implementations)</sup>
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> Access and analyze application monitoring data. Enables AI models to review error reports and performance metrics.
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- [@modelcontextprotocol/server-sentry](https://github.com/modelcontextprotocol/servers/tree/main/src/sentry) - Sentry.io integration for error tracking and performance monitoring
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<b#r />
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## 🔎 <a name="search"></a>Search <sup>[top⇈](#server-implementations)</sup>
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> Web search capabilities.
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- [@modelcontextprotocol/server-brave-search](https://github.com/modelcontextprotocol/servers/tree/main/src/brave-search) - Web search capabilities using Brave's Search API
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- [@modelcontextprotocol/server-fetch](https://github.com/modelcontextprotocol/servers/tree/main/src/fetch) - Efficient web content fetching and processing for AI consumption
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- [ac3xx/mcp-servers-kagi](https://github.com/ac3xx/mcp-servers-kagi) - Kagi search API integration
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- [theishangoswami/exa-mcp-server](https://github.com/theishangoswami/exa-mcp-server) - Exa AI Search API
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<br />
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### 🔄 <a name="version-control"></a>Version Control <sup>[top⇈](#server-implementations)</sup>
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> 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.
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- [@modelcontextprotocol/server-github](https://github.com/modelcontextprotocol/servers/tree/main/src/github) - GitHub API integration for repository management, PRs, issues, and more
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- [@modelcontextprotocol/server-gitlab](https://github.com/modelcontextprotocol/servers/tree/main/src/gitlab) - GitLab platform integration for project management and CI/CD operations
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- [@modelcontextprotocol/server-git](https://github.com/modelcontextprotocol/servers/tree/main/src/git) - Direct Git repository operations including reading, searching, and analyzing local repositories
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<br />
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### 🛠️ <a name="other-tools-and-integrations"></a>Other Tools and Integrations <sup>[top⇈](#server-implementations)</sup>
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- [pierrebrunelle/mcp-server-openai](https://github.com/pierrebrunelle/mcp-server-openai) - Query OpenAI models directly from Claude using MCP protocol
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- [baba786/phabricator-mcp-server](https://github.com/baba786/phabricator-mcp-server) - Interacting with Phabricator API
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- [MarkusPfundstein/mcp-obsidian](https://github.com/MarkusPfundstein/mcp-obsidian) - Interacting with Obsidian via REST API
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- [anaisbetts/mcp-youtube](https://github.com/anaisbetts/mcp-youtube) - Fetch YouTube subtitles
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- [danhilse/notion_mcp](https://github.com/danhilse/notion_mcp) - Integrates with Notion's API to manage personal todo lists
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