meta-ads-mcp-server
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TDQS
Scored across 41 tools
Several tool pairs overlap: meta_get_insights/get_insights_raw, meta_get_creatives/get_creative_assets, meta_get_page_posts/get_organic_content_enrichment, and the generic get_node_fields/list_edge_raw escape hatches can be confused with specialized readers. Descriptions do distinguish them, but the 41-tool surface still leaves meaningful ambiguity for an agent.
Almost all tools use a meta_verb_noun snake_case pattern (meta_get_*, meta_list_*, meta_search_*), which is predictable. Minor deviations like meta_health_check and meta_join_product_insights keep it from perfect consistency.
41 tools is excessive for an MCP surface, exceeding the 25+ threshold where count becomes a burden. Many are specialized read variants and raw escape hatches, making selection heavier than necessary even for a broad API.
For an explicitly read-only Meta Ads analytics/management-support server, coverage is broad: accounts, campaigns, adsets, ads, creatives, insights, audiences, catalogs, pages, videos, experiments, and raw reads. Raw node/edge/insights tools fill many schema gaps, though some niche read domains still rely on allowlisted raw access.