MCP·B1C420
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mcp-rag

By felixscherz·Visit Source
基于MCP的RAG与Open-WebUI集成
2025年4月18日
Today
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About mcp-rag

基于MCP的RAG与Open-WebUI集成. mcp-rag is a Model Context Protocol (MCP) server maintained by felixscherz. It connects to MCP-compatible clients such as Claude Desktop, Cursor, Cline, and other agents that speak the protocol. It is categorized under AI/RAG and Tool/Integration.

什么是MCP

这个MCP(模型上下文协议)实现演示了如何通过服务器发送事件(SSE)在客户端和服务器之间建立通信,将RAG(检索增强生成)应用程序连接到Open-WebUI。

如何使用这个MCP

  • 使用pip install mcp[cli]安装
  • 设置带有正确端点路由的SSE服务器传输(注意尾部斜杠)
  • 构建一个REPL客户端与服务器交互
  • 实现知识库功能以获取RAG上下文
  • 这个MCP的用途

    - 构建具备RAG功能的AI助手

    - 将自定义知识库与Open-WebUI集成

    - 尝试用MCP协议进行AI工具通信

    - 实现函数调用/工具使用模式

    Repository Info
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    Last Updated: 1 year ago

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    FAQ

    Frequently asked questions

    What is the mcp-rag MCP server?

    mcp-rag is a Model Context Protocol server from felixscherz. It lets MCP-compatible AI clients call its tools over a standard interface, so agents like Claude, Cursor, and Cline can use it without custom integration.

    How do I connect mcp-rag to my AI client?

    Add mcp-rag to your client's MCP configuration using the stdio or SSE connection shown in the usage examples on this page, then restart the client to load the server.

    Is mcp-rag free to use?

    mcp-rag is listed on AIMCP for free. Any API keys or accounts required by the underlying service are set by its provider.

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