lyonzin/knowledge-rag
MCP Developer ToolsLocal RAG system for Claude Code with hybrid search (BM25 + semantic), cross-encoder reranking, markdown-aware chunking, query expansion, and 12 MCP tools. Runs entirely offline with zero external servers.
Features
- Local, zero‑cloud retrieval-augmented generation (RAG) for documents
- Hybrid search combining BM25, semantic vectors, and cross‑encoder reranking
- Supports 20+ file formats (PDF, markdown, code, notebooks, etc.)
- Runs entirely on the machine via ONNX – no Docker or Ollama required
- Optional NVIDIA GPU acceleration for faster embedding
Recent releases
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About
Stars
88
Forks
17
Languages
Python
Shell
PowerShell
Downloads/week
102
↑2%
NPM Maintainers
1
Single npm maintainer
Contributors
4
Install & Platforms
Install via
pip
Platforms
linux
macos
windows
