tiktok-ads-mcp-server
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TDQS
Scored across 35 tools
Several tools overlap heavily in reporting and targeting read paths, including tiktok_get_insights, tiktok_get_report_raw, tiktok_get_audience_report, and tiktok_validate_query, as well as tiktok_get_adgroups vs tiktok_get_targeting. Descriptions attempt to differentiate these, but an agent can still misselect, especially around raw vs planned reporting and audience vs targeting diagnostics.
Almost all tools share the tiktok_ prefix and snake_case, with predictable action verbs such as get_, list_, search_, and validate_. The main minor deviation is tiktok_health_check, which is not a strict verb_noun form like the rest.
35 tools is excessive for this server and well above the usual 3-15 range. Many are niche diagnostics or escape hatches that could be consolidated, making the surface harder to navigate.
The toolset is essentially read-only: there are no create, update, delete, pause, budget modification, or upload operations. For a TikTok Ads server, this leaves major lifecycle gaps that would block common management workflows.