meta-ads-mcp-server
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TDQS
Scored across 10 tools
Each tool targets a distinct data view: account listing, campaign list, campaign performance, creative performance, audience breakdown, budget, ad sets, ads, creatives, and debug insights. The parallel performance tools are clearly separated by level or dimension.
All tools follow a consistent get_ prefix with a readable resource or metric descriptor. Plural nouns are used for list endpoints and entity_metric patterns for analytics endpoints, with only get_debug_insights as a mild outlier.
Ten tools is well within the ideal range and each one serves a clear purpose in a read-only Meta Ads workflow. There is no obvious redundancy or unnecessary bloat.
The read-only surface covers the full account → campaign → ad set → ad → creative hierarchy plus performance, budget, audience breakdown, and debug insights. Minor gaps exist such as no ad-set-level or ad-level performance endpoint and no write/management operations, but the tool set appears intentionally observational.