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rakoo04

analytics-mcp-server

by rakoo04

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    TDQS

    A4.5/5.0

    Scored across 8 tools

    Disambiguation5/5

    Each tool targets a distinct service and action combination: connection listing, GA4 property listing, historical GA4 reports, GA4 realtime reports, GSC site listing, URL inspection, search analytics queries, and Clarity insights. The only near-overlap (ga4_run_report vs ga4_run_realtime_report) is clearly disambiguated by time range and explicit 'Don't use when' guidance.

    Naming Consistency4/5

    Most tools follow a consistent service-prefix_verb_noun pattern (ga4_list_properties, ga4_run_report, gsc_query_search_analytics, clarity_get_insights). The bare list_connections is a minor deviation, and verbs vary across services (run vs query vs get), but the pattern is still predictable and readable.

    Tool Count5/5

    Eight tools is well-scoped for an analytics MCP server covering three distinct platforms (GA4, GSC, Clarity). Each tool serves a concrete, necessary purpose without redundancy, and the count stays comfortably within the ideal range.

    Completeness4/5

    The server covers the core read/report lifecycle for each integration: property/site discovery, historical and realtime GA4 reports, GSC search analytics and URL inspection, and Clarity insights. Minor gaps exist (no GA4 dimension/metric metadata lookup, no GSC sitemap functionality), but agents can accomplish primary analytics workflows without dead ends.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues