A
licenseNot graded
qualityB
maintenanceViral-content intelligence for AI agents — 7 read-only MCP tools for TikTok/YouTube hook scoring, virality prediction, trend analysis, and viral template search, with evidence-layer scoring.
MIT
clipwise-mcp
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- FlicenseNot gradedqualityFmaintenanceAnalyzing any TikTok account via AI. Set up guide here: https://viral.app/tools/tiktok-mcp8-
TDQS
A4.2/5.0
Scored across 3 tools
Disambiguation5/5
Each tool has a clearly distinct purpose: one provides general platform info, one lists specific use cases, and one searches TikTok trends. No overlap in functionality.
Naming Consistency5/5
All tools follow a consistent pattern: clipwise_verb_noun in snake_case (get_info, get_use_cases, search_trends). No deviations.
Tool Count4/5
3 tools is slightly low for a platform that likely has more capabilities, but it's reasonable for a minimal initial set covering information and trend search.
Completeness3/5
The set covers info and trend search, but lacks tools for actual video analysis or content creation features mentioned in the use cases, leaving notable gaps.
Maintenance
ActivityInactive
ResponsivenessNo issues