{"slug":"lyonzin/knowledge-rag","name":"knowledge-rag","description":"Local RAG system for Claude Code with hybrid search (semantic + BM25), cross-encoder reranking, markdown-aware chunking, 9 file formats, file watcher, and 12 MCP tools. Zero external servers. pip install   knowledge-rag","category":"search","tags":[],"official":false,"stars":86,"transport":"stdio","install":[{"cmd":"npx -y knowledge-rag","imports":[]}],"tools":[{"name":"search_knowledge","description":"Search indexed knowledge base using hybrid search (BM25 + semantic vectors + cross-encoder reranking)"}],"env_vars":[],"auth_type":"none","github":"https://github.com/lyonzin/knowledge-rag","homepage":"","server_url":"","status":"active","source":"mcpservers.org","updated_at":"Thu May 28"}