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Enables semantic search and retrieval-augmented generation (RAG) using Qdrant vector database. Supports indexing documents from URLs and local directories, with flexible embedding options using Ollama or OpenAI.
biocontext
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mcp.so
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nerq
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official
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pulsemcp
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smithery
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