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QueensEstate

by ajwann
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Python
Hybrid

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    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    A3.7/5.0

    Scored across 19 tools

    Disambiguation5/5

    Each tool targets a distinct civic data domain: crashes, crime, 311, code enforcement, closures, rezonings, budget, salaries, and open data. Even the three crime-related tools are cleanly separated by location vs. citywide aggregation.

    Naming Consistency4/5

    Most tools follow a clear verb_noun pattern like get_crime_near, summarize_crime, and describe_dataset. Minor deviations like lookup_address, find_nearby_places, and search_datasets break the strict 'get_' pattern, but the naming is still predictable and readable.

    Tool Count4/5

    Nineteen tools is slightly above the typical sweet spot, but the server covers a broad municipal data platform spanning many domains. Each tool has a clear role, and the dataset meta-tools justify the extra count by enabling open-ended queries beyond the purpose-built tools.

    Completeness5/5

    The tool surface is unusually complete: address lookup, property/government profiles, safety, traffic, 311, code enforcement, planning, transportation, budget, and salary data are all covered. The generic dataset search/describe/query/summarize tools eliminate dead ends by allowing access to the full open data catalog.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

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