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Knowledge & Memory (RAG) #Python#本地运行#MIT

knowledge-rag

Local RAG system for Claude Code with hybrid search (semantic + BM25), cross-encoder reranking, markdown-aware chunking, and 12 MCP tools. Zero external servers, pure ONNX in-process.

Knowledge & Memory (RAG) 0 platforms 0 features

Install

uvx knowledge-rag

Paste the configuration above into your MCP client config (claude_desktop_config.json for Claude Desktop) and restart the client.

{
  "mcpServers": {
    "knowledge-rag": {
      "command": "uvx",
      "args": [
        "knowledge-rag"
      ]
    }
  }
}

Paste the configuration above into your MCP client config (claude_desktop_config.json for Claude Desktop) and restart the client.

Sources: public MCP Server directories. This is an independent third-party directory with no affiliation to or endorsement from the maintainers of the listed servers.

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