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awesome-mcp-servers/README.md
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Awesome MCP Servers Awesome

A curated list of awesome Model Context Protocol (MCP) servers.

What is MCP?

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.

Tutorials

Community

Server Implementations

📂 Browser Automation top⇈

Web content access and automation capabilities. Enables searching, scraping, and processing web content in AI-friendly formats.

☁️ Cloud Platforms top⇈

Cloud platform service integration. Enables management and interaction with cloud infrastructure and services.


💬 Communication top⇈

Integration with communication platforms for message management and channel operations. Enables AI models to interact with team communication tools.


🗄️ Databases top⇈

Secure database access with schema inspection capabilities. Enables querying and analyzing data while maintaining read-only safety by default.


📂 File Systems top⇈

Provides direct access to local file systems with configurable permissions. Enables AI models to read, write, and manage files within specified directories.


🧠 Knowledge & Memory top⇈

Persistent memory storage using knowledge graph structures. Enables AI models to maintain and query structured information across sessions.


🗺️ Location Services top⇈

Geographic and location-based services integration. Enables access to mapping data, directions, and place information.


📊 Monitoring top⇈

Access and analyze application monitoring data. Enables AI models to review error reports and performance metrics.


🔎 Search top⇈

Web search capabilities.


🔄 Version Control top⇈

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.


🛠️ Other Tools and Integrations top⇈

Frameworks

Tips and Tricks

Official prompt to inform LLMs how to use MCP

Want to ask Claude about Model Context Protocol?

Create a Project, then add this file to it:

https://modelcontextprotocol.io/llms-full.txt

Now Claude can answer questions about writing MCP servers and how they work