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gambot-ai

gambot-mcp

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    TDQS

    C2.9/5.0

    Scored across 78 tools

    Disambiguation4/5

    Most tools are cleanly separated by resource and action, so an agent can usually pick the right one. The main ambiguity is around the campaign/messaging cluster: gambot_send_campaign, gambot_run_campaign, gambot_test_campaign, gambot_send_campaign_from_excel, and gambot_send_template could be confused, though the descriptions do draw useful boundaries.

    Naming Consistency5/5

    All tool names follow the gambot_<verb>_<object> snake_case pattern with consistent verbs like get, list, create, update, delete, send, run, and test. Even longer names like get_signature_link and send_campaign_from_excel are predictable extensions of the same convention.

    Tool Count1/5

    78 tools is far beyond a practical MCP surface and beyond the 50+ calibration threshold. The server merges many products (CRM, campaigns, documents, signatures, billing, onboarding, payments) into one namespace, which will likely overwhelm agent context and select a request. Consolidating related tools into smaller servers or higher-level operations would be far more appropriate.

    Completeness2/5

    The surface is broad but has significant lifecycle gaps: no list_contacts, no delete/update for many templates, no deletion for quotes/invoices/orders/tasks/leads/cases, and form/document/signature tools are mostly read/link-only rather than fully managed. These gaps will typically cause agent failures when users attempt standard cleanups or changes.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues