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Most tools have distinct purposes with clear boundaries between resource types (ads, ad sets, campaigns, creatives) and actions (create, get, update, search). However, some potential confusion exists between 'get_ad_details' and 'get_ad_creatives', and between 'search' and 'search_ads_archive', as their descriptions overlap slightly in scope.

Tool names follow a highly consistent verb_noun pattern throughout, with clear conventions: create_*, get_*, update_*, search_*, estimate_*, fetch, upload_*. All tools use snake_case consistently, making the naming scheme predictable and easy to understand.

With 33 tools, this is a large set that feels heavy for typical MCP usage. While Meta Ads is a complex domain, many tools could potentially be consolidated (e.g., multiple get_* tools for different resource types). The count borders on overwhelming for agents to navigate efficiently.

The tool surface provides comprehensive coverage of the Meta Ads domain, including full CRUD operations for all major resources (campaigns, ad sets, ads, creatives), targeting research tools, insights retrieval, authentication helpers, and image management. No obvious gaps exist for core advertising workflows.