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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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* [Clients](#clients)
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* [Tutorials](#tutorials)
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* [Server Implementations](#server-implementations)
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* [Frameworks](#frameworks)
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* [Utilities](#utilities)
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* [Clients](#clients)
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* [Tips & Tricks](#tips-and-tricks)
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## What is MCP?
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[MCP](https://modelcontextprotocol.io/) 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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## Clients
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Checkout [awesome-mcp-clients](https://github.com/punkpeye/awesome-mcp-clients/) and [glama.ai/mcp/clients](https://glama.ai/mcp/clients).
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> [!TIP]
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> [Glama Chat](https://glama.ai/chat) is a multi-modal AI client with MCP support & [AI gateway](https://glama.ai/gateway).
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## Tutorials
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* [Model Context Protocol (MCP) Quickstart](https://glama.ai/blog/2024-11-25-model-context-protocol-quickstart)
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- [sparfenyuk/mcp-proxy](https://github.com/sparfenyuk/mcp-proxy) 🐍 – An MCP stdio to SSE transport gateawy.
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- [upsonic/gpt-computer-assistant](https://github.com/Upsonic/gpt-computer-assistant) 🐍 – framework to build vertical AI agent
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## Clients
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> [!NOTE]
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> Looking for MCP clients? Check out the [awesome-mcp-clients](https://github.com/punkpeye/awesome-mcp-clients/) repository.
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## Tips and Tricks
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### Official prompt to inform LLMs how to use MCP
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