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# MCP servers
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A collection of reference implementations and community-contributed servers for the [Model Context Protocol](https://modelcontextprotocol.io/) (MCP). This repository showcases the versatility and extensibility of MCP, demonstrating how it can be used to give Large Language Models (LLMs) secure, controlled access to tools and data sources.
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A collection of *reference implementations* for the [Model Context Protocol](https://modelcontextprotocol.io/) (MCP). This repository showcases the versatility and extensibility of MCP, demonstrating how it can be used to give Large Language Models (LLMs) secure, controlled access to tools and data sources.
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Each MCP server is implemented with either the [Typescript MCP SDK](https://github.com/modelcontextprotocol/typescript-sdk) or [Python MCP SDK](https://github.com/modelcontextprotocol/python-sdk).
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## 🌎 Community Servers
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-**[Cloudflare](https://github.com/cloudflare/mcp-server-cloudflare)** - Deploy, configure & interrogate your resources on the Cloudflare developer platform (e.g. Workers/KV/R2/D1)
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There are many community developed and maintained servers.
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> **Note:** Community servers are untested and should be used at your own risk. They are not affiliated with or endorsed by Anthropic.
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- <imgheight="12"width="12"src="https://cdn.simpleicons.org/cloudflare" /> **[Cloudflare](https://github.com/cloudflare/mcp-server-cloudflare)** - Deploy, configure & interrogate your resources on the Cloudflare developer platform (e.g. Workers/KV/R2/D1)
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-**[Raygun](https://github.com/MindscapeHQ/mcp-server-raygun)** - Interact with your crash reporting and real using monitoring data on your Raygun account
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-**[MCP Installer](https://github.com/anaisbetts/mcp-installer)** - This server is a server that installs other MCP servers for you.
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## 📚 Resources
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-**[Awesome MCP Servers by punkpeye](https://github.com/punkpeye/awesome-mcp-servers)** - A curated list of MCP servers by **[Frank Fiegel](https://github.com/punkpeye)**
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-**[Awesome MCP Servers by wong2](https://github.com/wong2/awesome-mcp-servers)** - A curated list of MCP servers by **[wong2](https://github.com/wong2)**
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-**[Awesome MCP Servers by appcypher](https://github.com/appcypher/awesome-mcp-servers)** - A curated list of MCP servers by **[Stephen Akinyemi](https://github.com/appcypher)**
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-**[mcp-get](https://mcp-get.com)** - Command line tool for installing and managing MCP servers by **[Michael Latman](https://github.com/michaellatman)**
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## 🚀 Getting Started
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### Using MCP Servers in this Repository
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Typescript-based servers in this repository can be used directly with `npx`.
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Typescript-based servers in this repository can be used directly with `npx`.
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For example, this will start the [Memory](src/memory) server:
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```sh
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npx -y @modelcontextprotocol/server-memory
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```
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Python-based servers in this repository can be used directly with [`uvx`](https://docs.astral.sh/uv/concepts/tools/) or [`pip`](https://pypi.org/project/pip/). `uvx` is recommended for ease of use and setup.
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Python-based servers in this repository can be used directly with [`uvx`](https://docs.astral.sh/uv/concepts/tools/) or [`pip`](https://pypi.org/project/pip/). `uvx` is recommended for ease of use and setup.
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For example, this will start the [Git](src/git) server:
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