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knowfirm-mcp

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    TDQS

    B3.3/5.0

    Scored across 2 tools

    Disambiguation2/5

    The two tools have overlapping purposes: both retrieve U.S. business data by name/query. The descriptions do not clearly delineate when to use lookup versus search, so an agent could easily misselect.

    Naming Consistency5/5

    Both names follow the same noun_verb snake_case pattern (business_lookup, business_search), making the set predictable and readable.

    Tool Count3/5

    Two tools is borderline thin for a business data service. A lookup/search pair can be sufficient, but it leaves little room for related operations like retrieving full details or filtering.

    Completeness3/5

    The server covers basic lookup and search by name, but obvious operations such as fetching a business by ID or accessing detailed records are missing. Agents may hit dead ends for common follow-up queries.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues