by lyonzin
[](https://glama.ai/mcp/servers/lyonzin/knowledge-rag) ๐ ๐ ๐ ๐ช ๐ง - Local 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.
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