Anacraft — Google Analytics 4 (GA4)

Each tool maps to a distinct report dimension or action, and the potentially overlapping pairs are explicitly separated (list_events vs search_events, list_pages vs search_pages, and list_referrers vs list_traffic_sources with the latter's description directing to the channel breakdown). site_status, audit_site, and configure_site occupy clearly different roles (overview metrics, measurement diagnosis, and account setup).

A strong verb_noun snake_case pattern dominates with the list_* and search_* families, plus audit_site/configure_site actions. A few noun-phrase outliers (live_visitors, site_status) deviate from the verb_noun convention but remain readable and predictable.

Twelve tools is well-scoped for a GA4 reporting surface: a handful of report dimensions, two substring searches, realtime, an overview, an audit, and one setup action. Each tool earns its place without redundancy.

The surface covers properties, auditing, configuration, and the core reports (traffic sources, referrers, events, pages, countries, realtime, overall status), which handles most analytics workflows. It stops short of device/browser breakdowns, deeper geography, single-entity lookups, or a dedicated key-event listing, which an agent could only partially work around.