Google Ads - AdLoop
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TDQS
Scored across 91 tools
Most tools are grouped into clear platform/resource families (draft_*, get_*_performance, list_gtm_*, get_reddit_*), and individual purposes are usually distinct. However, the negative-keyword/shared-set cluster (add_negative_keywords, propose_negative_keyword_list, add_to_negative_keyword_list, attach_shared_set_to_campaigns) and the parallel generic vs. Reddit-specific entity verbs (pause_entity vs. pause_reddit_entity) create real selection ambiguity.
The naming mixes several conventions: draft_* for previews of both creates and updates/removals, generic entity verbs (pause_entity, remove_entity, enable_entity), platform-prefixed verbs (pause_reddit_entity), and ad hoc verbs (propose_negative_keyword_list, audit_event_coverage, confirm_and_apply). The draft_ prefix also changes meaning across tools, making patterns unpredictable.
91 tools spanning Google Ads, GA4, GTM, Reddit, Search Console, Merchant Center, and PageSpeed is an extreme surface area. Even for a genuinely multi-platform server, this volume imposes a severe agent selection burden and exceeds what the tool-set coherence scale treats as manageable.
For Google Ads and Reddit the lifecycle is well covered: create/draft, update, pause, enable, remove, report, and conversion actions are all represented, with deep reporting and auditing coverage across GA4 and GTM. Notable gaps remain, primarily that GTM tools are read-only (no tag/trigger creation/editing) and some Ads reads (conversion_actions, ad groups) are only reachable via run_gaql.