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google-analytics-mcp-server

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    TDQS

    A3.6/5.0

    Scored across 27 tools

    Disambiguation3/5

    Several tools overlap in purpose, especially ga4_validate_query vs ga4_check_compatibility, ga4_run_advanced_funnel_report vs ga4_run_funnel_recipe, and ga4_get_audience_diagnostics vs ga4_get_audience_export_diagnostics. Descriptions help clarify these boundaries, but an agent could still misselect among closely named tools.

    Naming Consistency5/5

    All tools use the ga4_ prefix and snake_case in a predictable action_object pattern, such as run_report, list_properties, get_metadata, and validate_query. The convention is consistent throughout, with only minor compound verb variations like batch_run.

    Tool Count2/5

    With 27 tools, the server is well above the typical 3-15 range and feels heavy. Many are specialized read-only diagnostics that could be consolidated or exposed as parameters, creating unnecessary surface area for an MCP toolset.

    Completeness4/5

    The surface covers a wide range of read-only GA4 operations: reporting, realtime, pivots, batches, funnels, metadata, admin resources, audiences, ecommerce, BigQuery, server-side tagging, and quotas. Gaps remain in write/admin lifecycle operations and some diagnostic depth, but for a read-only analytics server the core analysis surface is largely complete.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

    Resources