google-analytics-mcp
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TDQS
Scored across 10 tools
Most tools are clearly distinct by metric type (page views, active users, events, traffic sources, devices, realtime users). However, get_active_users and get_realtime_users both measure active users, differing only by time window, which could cause confusion. run_report and run_funnel_report are distinct but run_report's broad scope overlaps somewhat with the individual metric getters.
Tool names follow a consistent get_<metric>_metrics pattern, with list_properties, get_property_metadata, run_report, and run_funnel_report as readable exceptions. The naming is mostly consistent, though run_report and run_funnel_report use a different verb style than the get_* tools.
10 tools is well-scoped for a Google Analytics MCP server. Each tool covers a distinct reporting need, and the count is within the ideal 3-15 range.
The server covers property discovery, metadata exploration, standard reports, realtime data, and funnel analysis. Minor gaps include no tool for creating/updating properties or managing audiences, but the core analytics querying surface is well covered.