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harpd-dev

harpd-mcp

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      Enables AI agents and users to turn natural-language data questions into recommended authoritative primary sources and detailed, verified website/API retrieval paths with traceable evidence chains.
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    • F
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      Enables users and AI agents to turn natural-language factual queries into recommended authoritative data sources and guided navigation paths for retrieving original datasets, APIs, and documents with verifiable evidence chains.
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    • F
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      Enables users and AI agents to turn natural-language data queries into authoritative primary-source recommendations, complete with authority levels, access URLs/APIs, and step-by-step website navigation for retrieving verifiable data.
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    • F
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    • A
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    • F
      license
      Not graded
      quality
      A
      maintenance
      Enables users and AI agents to turn natural-language data questions into authoritative primary-source recommendations with verified URLs, metadata, APIs, and step-by-step website navigation for retrieving the original data.
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    TDQS

    A4.2/5.0

    Scored across 11 tools

    Disambiguation4/5

    The catalog tools are clearly separated by mode (single lookup, free-text search, paged enumeration), and ranking, discovery-index, research, and evidence tools target distinct resources. The main overlap is between get_ai_agents and get_ai_tools, since one is a subset of the other's filter scope, but the descriptions do enough to clarify their different index purposes.

    Naming Consistency4/5

    The naming pattern is mostly predictable: a get_ prefix followed by a domain noun, with search_products as the one clear exception. There is also some singular/plural inconsistency (get_product vs get_products, get_rankings vs get_category_ranking), but the overall convention remains readable and navigable.

    Tool Count5/5

    Eleven tools is well within the ideal range and each tool maps to a meaningful data-access need: product lookup/search/enumeration, board reads, history comparison, three discovery-index slices, research, and evidence checking. None of the tools feel redundant or superfluous for the server's stated purpose.

    Completeness4/5

    The server covers the core read-only workflows for the Harpd domain: retrieving products, searching and enumerating them, reading rank boards, comparing snapshots, pulling discovery-index slices, and accessing research and evidence. Minor gaps include the lack of a dedicated category-list endpoint and the absence of search/detail operations within the discovery-index slices, but these are workable.

    Maintenance

    ActivityMaintained
    ResponsivenessUnresponsive