tiktok-ads-mcp
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TDQS
Scored across 23 tools
Each tool maps to a distinct TikTok Ads resource or reporting concernasi get_reports_tool, get_video_performance_tool, get_ad_benchmark_tool, and get_creative_fatigue_tool are clearly differentiated by their descriptions. The explicit note that Smart+ campaigns do not appear in get_campaigns_tool removes a likely source of confusion.
Tool names follow a predictable snake_case verb_noun pattern: get_* for reads and create/check/download_async_report for the async report workflow. Minor abbreviations like 'bc' are still consistent and readable.
With 23 tools, the set is on the heavy side and above the ideal 3–15 range. Most tools represent legitimate distinct endpoints, but several niche analytics tools could reasonably be consolidated or split into a separate reporting-focused server.
The read/analytics surface is broad, covering accounts, campaigns, ads, pixels, targeting, assets, and reports. However, there are no create, update, or delete tools for campaigns, ad groups, or ads, which is a notable gap if the server is intended to support actual ad management rather than read-only insights.