chatgpt-ads-manager-mcp
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TDQS
Scored across 89 tools
Most tools are clearly scoped to specific resources and actions (campaign vs ad group vs ad, pause vs activate vs archive). The main boundary blur is between get_audience_operation and poll_audience_operation, which both serve the same polling purpose, and create_campaign_hierarchy partially duplicates the create_campaign/create_ad_group/create_ad sequence.
Tool names consistently follow a verb_noun pattern using snake_case throughout, e.g., list_campaigns, get_campaign, create_campaign, update_campaign, pause_campaign, archive_campaign. Even longer names like create_ad_account_spend_limit_window remain predictable.
89 tools is an extreme count, far exceeding the 50+ threshold for a cohesive tool set. While the domain is broad, several helpers like poll_audience_operation and create_campaign_hierarchy inflate the surface without adding distinct capabilities.
Core ad account, campaign, ad group, ad, audience, and lead form lifecycles are well covered. However, some subdomains are incomplete: conversion pixels/event settings have no update or delete, business agents cannot be archived/deleted, and lead-sync subscriptions lack update support.