knowledge-rag

by lyonzin · Python · ★ 107

Local RAG MCP server for Claude Code — hybrid search (semantic + BM25), cross-encoder reranking, 13 MCP tools, 20 format parsers. Zero external servers, zero API keys.

#antigravity#claude#claude-code#claude-code-cli#codex#cursor-ai#document-search#hybrid-search#inteligencia-artificial#knowledge-base#local-ai#mcp#mcp-server#rag#rag-chatbot#rag-pipeline#reranking#retrieval-augmented-generation#semantic-search#vector-database

Install

pip install git+https://github.com/lyonzin/knowledge-rag.git

Auto-generated from the repo's primary language — check the repo's own README for its exact install instructions.

Claude Desktop config

A starting point for your claude_desktop_config.json (auto-generated — the repo's README may specify a published package name or required env vars):

{
  "mcpServers": {
    "knowledge-rag": {
      "command": "uvx",
      "args": [
        "git+https://github.com/lyonzin/knowledge-rag.git"
      ]
    }
  }
}

From the README

[](https://pypi.org/project/knowledge-rag/) [](https://www.npmjs.com/package/knowledge-rag) [](https://pepy.tech/projects/knowledge-rag) [](https://github.com/lyonzin/knowledge-rag/actions/workflows/ci.yml) [](https://github.com/lyonzin/knowledge-rag/actions/workflows/security.yml) [](https://github.com/lyonzin/knowledge-rag/actions/workflows/quality-gate.yml) [](https://glama.ai/mcp/servers/lyonzin/knowledge-rag) Drop your PDFs, markdown, code, notebooks — **1800+ files, 39K chunks, indexed in under 3 minutes.** Hybrid search (BM25 + semantic vectors + cross-encoder reranking) through 13 MC…

Read full README on GitHub →

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