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ny-data-registry-mcp

ny-data-registry-mcp

by BetaNYC

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    TDQS

    A3.7/5.0

    Scored across 9 tools

    Disambiguation4/5

    Most tools have clearly distinct roles: source discovery, place-level source lookup, query instructions, live checks, registry metadata, dataset search, column inspection, join discovery, and change tracking. The only meaningful overlap is find_sources versus list_sources_for_place when a place is used as a search term, but the descriptions clarify the difference between a general search and a comprehensive place profile.

    Naming Consistency4/5

    The set mostly follows a consistent snake_case verb_noun convention: find_sources, list_sources_for_place, check_source, search_datasets, get_dataset_columns, find_joinable. Minor deviations are registry_info and whats_new, which are noun/phrase-style rather than verb_noun, but overall the naming remains predictable.

    Tool Count5/5

    Nine tools is well-scoped for a registry/discovery server, with each tool covering a distinct part of the workflow: source discovery, place lookup, query guidance, health checks, registry metadata, dataset search, column inspection, joins, and change tracking. No tool feels redundant or missing from a count perspective.

    Completeness4/5

    The surface covers the core lifecycle well: finding sources, understanding how to query them, checking liveness, searching harvested datasets, inspecting columns, finding joinable datasets, and tracking changes. Minor gaps remain, such as a dedicated single-source detail tool beyond how_to_query or a direct dataset-detail lookup beyond column inspection, but agents can work around these.

    Maintenance

    ActivityMaintained
    ResponsivenessNo recent community issues