AdLoop: Google Ads, Reddit Ads & GA4
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TDQS
Scored across 143 tools
Most tools target distinct resources or actions, but the 143-tool surface contains many near-neighbors: draft vs update vs remove conversion actions, multiple negative-keyword workflows, and several asset draft/update tools. Detailed descriptions help, but the selection burden and overlap are significant.
Names are mostly snake_case verb_noun, but preview-only tools use inconsistent verbs such as draft_, add_, propose_, attach_, update_, pause_, and remove_. Some non-draft names like update_campaign or add_negative_keywords still return previews, which weakens predictability.
143 tools is far beyond a practical agent-facing surface. Even across Google Ads, GA4, GTM, GSC, and Merchant, the many granular asset, list, conversion, and draft operations could be consolidated into a smaller coherent set.
Google Ads and GA4 coverage is extensive, but the advertised Reddit Ads surface is essentially absent: no Reddit read/draft tools appear, and upload_images explicitly references a draft_reddit_ad tool that is not in the set. That is a significant dead end for the stated server purpose.