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Public Company Reporting Window Finder

by mambalabsdev
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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

    A4.1/5.0

    Scored across 5 tools

    Disambiguation5/5

    Each tool has a distinct input/output contract: build_company_universe takes filters only, resolve_company takes identifiers, qualify_company returns a listed-status verdict, get_reporting_timing returns per-company timing, and get_reporting_season returns aggregate season buckets. Descriptions explicitly cross-reference when to use each alternative, making misselection unlikely.

    Naming Consistency5/5

    All five names use consistent snake_case with a verb_noun structure (build_, resolve_, qualify_, get_). The only slight length variation is build_company_universe, but it follows the same convention.

    Tool Count5/5

    Five tools are well-scoped for a read-only reporting-data server; each covers a distinct query mode and none feels redundant. The count sits comfortably in the ideal 3-15 range.

    Completeness4/5

    The surface covers company enumeration, identity resolution, listed-status qualification, per-company timing, and aggregate season planning, which is a coherent lifecycle for the domain. Minor gap: get_reporting_timing is US-only, so non-US timing requests dead-end with timing_unavailable_reason and no alternative tool; bulk or historical event retrieval is also absent but agents can work around via batching or aggregation.

    Maintenance

    ActivityActive
    ResponsivenessNo issues

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