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Airohh

insight-mcp

by Airohh

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    • F
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      Enables agent tools like Claude Code and GitHub Copilot to perform knowledge retrieval using hybrid search (BM25 + dense) with reranking, via MCP protocol.
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    • A
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      Enables any MCP host to search and answer over your own documents with hybrid BM25+dense retrieval, cross-encoder reranking, and grounded, cited responses that refuse when no evidence is found.
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    • F
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      quality
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      Enables any MCP-compatible AI assistant to search, filter, and retrieve information from a local document collection using a hybrid search pipeline with vector, BM25, reranking, and LLM enrichment.
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    • F
      license
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      quality
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      Enables AI assistants to intelligently search and reference documentation using hybrid semantic + keyword search via MCP protocol.
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