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  • A
    license
    B
    quality
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    maintenance
    MCP search and evidence tool for AI agents. Rewrites queries, zooms into source domains, and returns sourced answers with metrics.
    1
    4
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Transforms scattered customer feedback from sources like Slack, Zoom, and JIRA into actionable product insights and AI-generated PRDs. It features over 50 tools for semantic clustering, sentiment analysis, and VOC-based prioritization to streamline product management workflows.
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Local-first knowledge graph MCP server — hybrid BM25 + vector + graph retrieval over your personal vault with provenance-grade extraction. 8 tools for Claude Desktop including search, archaeology, and graph write.
    14
    20 PyPI
    3
    MIT
  • A
    license
    A
    quality
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    maintenance
    Enables Claude Desktop and compatible agents to search, read, add, update, and delete a locally stored, user-curated memory using hybrid retrieval with reranking and Qdrant. All processing runs locally without cloud services or API keys.
    9
    Apache 2.0
  • F
    license
    A
    quality
    B
    maintenance
    Enables LLM agents to query a contract data room using structured metadata filters and BM25 full-text search over contract articles, returning relevant contracts, justifying clauses, and explicitly excluded unknowns. It supports exhaustive list answers and citation-ready JSON for MCP clients.
    2
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  • A
    license
    Not graded
    quality
    C
    maintenance
    An MCP proxy server that intercepts large tabular tool results, ingests them into an embedded DuckDB, and provides a compact envelope with schema and query capabilities, enabling efficient cross-server data analysis.
    36 npm
    1
    MIT
  • F
    license
    Not graded
    quality
    B
    maintenance
    A nightly local pipeline that ingests zom codebases and their GitHub activity, compiles them into a queryable markdown brain, and serves it to Claude Code over MCP with strong privacy guarantees.
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