Local RAG system for Claude Code with hybrid search (semantic + BM25), cross-encoder reranking, markdown-aware chunking, and 12 MCP tools. Zero external servers, pure ONNX in-process.
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[](https://m8ven.ai/mcp/lyonzin-knowledge-rag-1a3qmr)