lyonzin/knowledge-rag
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Free
Open Source
[](https://glama.ai/mcp/servers/lyonzin/knowledge-rag) 🐍 🏠 🍎 🪟 🐧 - Local RAG system for Claude Code with hybrid search (BM25 + semantic), cross-encoder reranking, markdown-aware chunking, query ex
<p><strong>lyonzin/knowledge-rag</strong> is a search MCP server that [](https://glama.ai/mcp/servers/lyonzin/knowledge-rag) 🐍 🏠 🍎 🪟 🐧 - Local RAG system for Claude Code with hybrid search (BM25 + semantic), cross-encoder reranking, markdown-aware chunking, query ex.</p>
<h2>How to Use lyonzin/knowledge-rag</h2>
<p>To use lyonzin/knowledge-rag, you need an MCP-compatible client such as Claude Desktop, Cursor, or VS Code with an MCP extension. Once configured, the AI model can automatically use the tools provided by this server.</p>
Key Features
- Open source with community contributions
- Web search integration
- Structured result parsing
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