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mcp-sam-gov

by cliwant
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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

    A3.6/5.0

    Scored across 153 tools

    Disambiguation3/5

    The tool set covers many distinct domains, but within each domain there are overlapping tools (e.g., usas_search_awards vs usas_search_individual_awards vs usas_search_awards_by_recipient). Descriptions are detailed enough to differentiate, but the sheer number (153) increases misselection risk, especially when many tools serve similar search patterns across different sources.

    Naming Consistency3/5

    Most tools follow a source-prefix + verb/noun pattern (e.g., socrata_discover_datasets, usas_search_awards), but verbs vary (search/get/lookup/fetch) and some tools are noun-first (e.g., cms_dmepos_suppliers, fdic_risk_ratios). This inconsistency can confuse agents about whether a tool is a search, lookup, or fetch operation.

    Tool Count1/5

    With 153 tools, the count is extreme and far exceeds typical server scopes. Even for a comprehensive government data aggregator, this is unwieldy and likely to overwhelm agents, leading to poor tool selection and performance issues.

    Completeness4/5

    The server covers an exceptionally broad domain—federal spending, procurement, compliance, health, environmental, financial, and legal data—with tools for each major area. While there are minor gaps (e.g., deprecated aliases, some missing detail endpoints), the surface is remarkably comprehensive for its scope.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources