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 hybrid search (BM25 + semantic vectors) across 20+ file formats
- Supports GPU acceleration via NVIDIA CUDA for faster embeddings
- Runs entirely on the user's machine with no cloud dependency
Recent releases
View all 32 releases →Weekly OSS security release digest.
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About
Stars
234
Forks
31
Languages
Python
PowerShell
JavaScript
Downloads/week
55
↓83%
NPM Maintainers
1
Single npm maintainer
Contributors
3
Install & Platforms
Install via
pip
Platforms
linux
macos
windows
