anacraft — Google Analytics 4

Most tools have clearly distinct purposes, and descriptions explicitly separate close pairs like list_referrers vs list_traffic_sources and list_pages vs search_pages. A few pairs remain adjacent enough that an agent could initially hesitate, but the descriptions resolve the confusion.

The majority of tools follow a readable verb_noun or list_noun/search_noun pattern: list_countries, list_events, search_pages, audit_site, configure_site. live_visitors and site_status deviate, but the overall convention is still predictable.

Twelve tools is well-scoped for GA4 read/reporting, setup, audit, and realtime needs. Each tool occupies a clear slot, and there is no obvious padding or missing essential category.

The surface covers setup, auditing, overview metrics, dimensions, events, pages, referrers, traffic sources, search, and realtime visitors. Minor gaps exist around managing the saved default property, updating/deleting properties, or configuring key events, but core analytic workflows are covered.