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northrosetech

GHL MCP Server

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    TDQS

    B3.4/5.0

    Scored across 64 tools

    Disambiguation4/5

    Most tools follow a clear resource+action pattern making them easy to distinguish, and the ghl_ prefix groups them coherently. The main overlap is ghl_update_opportunity and ghl_update_opportunity_status, since update_opportunity already claims to handle status changes, and the many list_* tools for similar marketing resources (forms, surveys, funnels, blogs) require careful attention.

    Naming Consistency5/5

    Every tool uses the ghl_ prefix with a consistent snake_case verb_noun pattern (list, get, create, update, delete, search, send, add, remove). Verbs are used predictably across resource types, with no mixed casing or stylistic deviations.

    Tool Count2/5

    64 tools is far beyond the range an agent can efficiently navigate, despite the breadth of the GoHighLevel domain. While each tool targets a distinct resource, the sheer size creates significant tool-selection overhead and makes the server unwieldy compared to well-scoped alternatives.

    Completeness4/5

    Core lifecycles are well covered: contacts have full CRUD plus tags/notes/tasks/workflow operations, opportunities have complete CRUD plus status updates, and invoices cover list/get/create/send/void. Minor gaps exist such as no delete for contact tasks, no update for contact notes, and list-only access to funnels/blogs/links/products, but agents can work around these.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues