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Scored across 20 tools
Every tool is namespaced by Google product (ga4_, gsc_, gtm_) and targets a distinct resource or action; the only close pair, gsc_search_analytics_query and gsc_compare_periods, is clearly differentiated by purpose and output. The gtm_list_* family covers separate collections (accounts, containers, workspaces, tags, triggers, variables), so an agent should not confuse them.
The set is uniformly snake_case and strongly patterned: ga4_/gsc_/gtm_ prefixes with list_ for collection reads and get_/run_/inspect_/compare_ for actions. Minor deviations such as gsc_search_analytics_query (noun-style) and gmcp_diagnostics (no action verb) keep it from a perfect score.
Twenty tools is at the high end, but the number is reasonable for a server spanning three distinct Google products (GA4, Search Console, Tag Manager) plus diagnostics. Each cluster has enough tools to support real read-only workflows without feeling padded.
The read-only measurement surface is largely covered: GA4 has metadata/reporting/realtime/discovery, Search Console has search analytics/sitemaps/URL inspection, and GTM has account-through-entity listing plus live/version comparison. Minor gaps remain, such as no GTM built-in variable tool or GTM write/publish operations, but these appear to be intentionally out of scope.