ga4-mcp
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TDQS
Scored across 16 tools
There is some overlap between the ga4_admin tool's read capabilities (like listing data streams, audiences) and the separate get_property_details and get_custom_dimensions_and_metrics tools. However, the GSC and Indexing tools are clearly prefixed and distinct. Overall, an agent could confuse whether to use ga4_admin or the more specific get_* tools for property info.
Most tools follow a verb_noun pattern in snake_case (e.g., get_account_summaries, run_report), but ga4_admin is a noun-based tool name and ping is a simple noun. This mix of naming conventions could cause slight confusion.
With 16 tools covering GA4 administration, reporting, Google Search Console, and Indexing API, the count is reasonable for the scope. Not too few or too many, though the inclusion of ping as a separate tool is slightly unnecessary.
The tool set covers major CRUD operations for GA4 properties and includes reporting and GSC functionality. However, there are gaps: no tool to remove a site from GSC, no delete for audiences or Google Ads links, and no tool to delete sitemaps. The Indexing API also lacks a list/status bulk operation.