No user-submitted related servers found.
Scored across 35 tools
Several clusters overlap: tiktok_get_insights / tiktok_get_report_raw / tiktok_get_audience_report all do reporting; tiktok_get_campaigns/adgroups/ads overlap with tiktok_get_entities_raw; and tiktok_get_read_endpoint is a generic escape hatch shadowing everything. Detailed descriptions do a lot of disambiguation work and audience/targeting tools are meaningfully separated, but the raw escape hatches and multiple video-asset tools (get_video_assets vs list_ad_videos vs get_uploaded_video) still create ambiguous boundaries.
All tools use a tiktok_ prefix and a consistent verb_noun pattern (get_*, list_*, search_*, validate_*). The only deviation is the noun-phrase tiktok_health_check, which is a minor break rather than a pattern change.
35 tools is well above the 25-tool threshold and the surface is heavily padded with one-off diagnostics and escape hatches (shop_catalog, search_ads_maturity, spark_organic_joins, creative_fatigue_recipes, read_endpoint, get_entities_raw). Many of these are speculative probes that could be consolidated under fewer, broader tools.
The entire surface is read-only: no create/update/delete tools for campaigns, ad groups, ads, budgets, or audiences, even though tiktok_get_write_context implies editing workflows exist elsewhere. Reporting, targeting, and diagnostics are well-covered, but the missing mutation lifecycle is a major gap for an ads management server.