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US Government Open Data MCP

by lzinga
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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

    B3.1/5.0

    Scored across 345 tools

    Disambiguation2/5

    The tool set spans dozens of agencies and domains, and while many tools are domain-specific, there are numerous overlapping tools within domains (e.g., congress_bill_details vs congress_bill_full_profile, epa_air_quality vs epa_aqs_daily, fda_device_enforcement vs fda_device_recalls, nhtsa_recalls vs nhtsa_recall_detail, multiple 'search' vs 'query' tools). The sheer scale and redundant 'full profile' convenience tools create significant ambiguity about which tool to select.

    Naming Consistency3/5

    Most tools follow a consistent agency_prefix + noun + verb pattern (e.g., congress_search_bills, fda_drug_events, nws_forecast), but there are notable deviations: 'code_mode' and 'clear_cache' break the pattern, some tools use inconsistent verb placement (e.g., 'search_datasets' vs 'list_datasets' vs 'get_endpoint_fields'), and the 'full_profile' tools mix conventions. Overall readable but not uniform.

    Tool Count1/5

    345 tools is an extreme count for a single MCP server. Even though it aggregates many government data sources, the server would be far more usable split into per-agency servers. The count is far beyond what an agent can effectively navigate, and many tools are redundant convenience wrappers.

    Completeness3/5

    The server covers an impressively broad range of government data domains, and many domains have reasonable search/detail coverage. However, completeness is uneven: some domains have deep coverage (Congress, FDA, EPA) while others are thin (e.g., only a few CDC tools, no update/delete operations since this is read-only data). The 'query' tools partially fill gaps, but the overall surface is more broad than systematically complete.

    Maintenance

    ActivityMaintained
    ResponsivenessResponsive

    Resources