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    TDQS

    B3.1/5.0

    Scored across 114 tools

    Disambiguation4/5

    Tool names consistently include the target resource (contact, opportunity, invoice, task, note, etc.), so most actions are clearly distinct even with 114 tools. A few near-neighbor pairs—custom_field vs custom_value, contact_note vs appointment_note, and association vs relation—could require careful description reading, but they are not genuinely interchangeable.

    Naming Consistency4/5

    The dominant ghl_<verb>_<noun> pattern is clear and mostly followed. However, several plural list operations use get_ instead of list_ (ghl_get_calendars, ghl_get_pipelines, ghl_get_messages, ghl_get_form_submissions), and ghl_estimate_to_invoice breaks the verb_noun pattern.

    Tool Count1/5

    114 tools is an extreme count for an agent-facing MCP server; even though GoHighLevel covers many domains, this surface is far beyond the 3-15 tool range considered well-scoped. The sheer number will overwhelm tool selection and context windows regardless of how individually useful the tools are.

    Completeness3/5

    The server covers a very wide range of GHL resources with strong CRUD coverage for contacts, tasks, notes, products, tags, custom values, and businesses. Notable gaps exist, though: there is no ghl_get_estimate (making estimate updates awkward), no ghl_update_invoice, and no delete for opportunities, leaving some lifecycle dead ends.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues