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m2nho

sourcing

by m2nho
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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

    A3.9/5.0

    Scored across 7 tools

    Disambiguation4/5

    The async job lifecycle tools (start/check/list/cancel_collection) are clearly distinct, as are get_leads and export_excel. The only mild confusion is the shared 'check_' prefix on check_collection (job progress) and check_site_whatsapp (single website lookup), and list_collections overlapping somewhat with check_collection in purpose, but descriptions resolve these adequately.

    Naming Consistency4/5

    All tools follow a verb_noun snake_case pattern (start_collection, cancel_collection, get_leads, export_excel), which is predictable and readable. Minor deviations: list_collections uses plural while other collection tools use singular, and check_site_whatsapp is a compound noun rather than a simple object.

    Tool Count5/5

    Seven tools is well-scoped for the stated purpose of bulk Google Maps lead collection. Each tool earns its place: four for the async job lifecycle, one for reading results, one for single-site WhatsApp verification, and one for Excel export recovery.

    Completeness5/5

    The tool set fully covers the collection lifecycle: start, check progress, list jobs, cancel (with preserved partial results), read leads, verify a single site, and export to Excel even after cancellation. Cross-session access via csv_path is a thoughtful touch that prevents dead ends.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources