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ajwann

Charlotte Open Data MCP Server

by ajwann

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    TDQS

    A3.7/5.0

    Scored across 19 tools

    Disambiguation4/5

    Most tools map to distinct data domains (311, crime, crashes, budget, etc.), but get_address_profile duplicates several specialized capabilities—especially trash/recycling schedule—and the generic query_dataset/summarize_dataset can answer questions also covered by purpose-built tools. Descriptions provide guidance (e.g., search_datasets says to use purpose-built tools first), so misselection risk is moderate but present.

    Naming Consistency5/5

    All 19 tools use snake_case with a verb-first pattern (get_, lookup_, summarize_, find_, search_, describe_, query_), and resource names are clear and predictable. Minor verb variety (get vs lookup vs find) is semantically appropriate and does not break consistency.

    Tool Count4/5

    19 tools is on the higher side but justified by the breadth of Charlotte open data (address, transit, safety, budget, etc.) plus a generic dataset access layer. Each tool targets a distinct data type, though the composite address profile and generic trio create some redundancy.

    Completeness4/5

    The surface covers major city data domains and the generic search/describe/query/summarize tools allow access to any of ~380 portal datasets, so agents can answer most questions without dead ends. Minor gaps include real-time transit arrivals and a dedicated bus stop tool (handled indirectly via find_nearby_places), but overall coverage is strong.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues