{"server":{"id":"lyonzin-knowledge-rag-4f7890150467","name":"lyonzin/knowledge-rag","title":"lyonzin/knowledge-rag","description":"Offline RAG for Claude Code with hybrid BM25 and semantic search, cross-encoder reranking, Markdown-aware chunking and query expansion.","category":"Search & web","transport":"Unknown","pricing":"Unknown","website":"https://github.com/lyonzin/knowledge-rag","repository":"https://github.com/lyonzin/knowledge-rag","version":"","manifest":"{\"name\":\"lyonzin/knowledge-rag\",\"repository\":{\"url\":\"https://github.com/lyonzin/knowledge-rag\"},\"remotes\":[],\"packages\":[]}","sourceName":"punkpeye/awesome-mcp-servers","sourceUrl":"https://github.com/punkpeye/awesome-mcp-servers","status":"approved","seoTitle":"lyonzin/knowledge-rag MCP server","seoDescription":"Offline RAG for Claude Code with hybrid BM25 and semantic search, cross-encoder reranking, Markdown-aware chunking and query expansion.","createdAt":"2026-11-04T07:18:57.012Z","updatedAt":"2026-11-04T07:58:36.806Z"}}