Local RAG system that ingests documents into a vector database using FAISS and SQLite, then enables Claude to search over them via MCP tools, all running locally with no API key required.
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[](https://m8ven.ai/mcp/alihaider20-mcp-vectordb-context-manager-dmnej0)