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Scored across 16 tools
Most tools have clearly distinct purposes (post, follow, like, delete, update_profile). Some potential confusion exists between tiktok_analytics and tiktok_series (both about analytics) and between tiktok_connect_status and tiktok_operation_status (both about status polling), but descriptions help differentiate them.
All tools share the tiktok_ prefix, but the suffixes mix verb_noun patterns (cancel_scheduled, update_profile) with bare nouns (scheduled, accounts, analytics). This is readable but not fully consistent; e.g., tiktok_scheduled could be list_scheduled, tiktok_accounts could be list_accounts.
16 tools is on the higher end but appropriate for the breadth of TikTok operations: login, posting, scheduling, engagement, profile management, analytics, and content analysis. Each tool addresses a distinct need, so the count is justified.
Core lifecycles are covered: login/connect, listing accounts, posting/scheduling/canceling, following/liking, deleting, updating profile/avatar, and analytics collection/reading. Obvious gaps exist like commenting, unfollowing, or retrieving video details, but they are workable gaps for a TikTok MCP.