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MCP RAG Server is a Python MCP server that indexes documents in multiple formats (Markdown, text, PowerPoint, PDF) using multilingual-e5-large embeddings and enables vector search for retrieval-augmented generation.
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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