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Find YouTube outlier videos and analyze repeatable content formats.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "yt-outlier-mcp" yet — see the docs or source repo.
Find YouTube outlier videos in the “AI study tools” niche from small channels where views greatly exceed subscriber count. Rank them by views-to-subs ratio and list the title, channel, publish date, and link.
A ranked list of standout videos that helps identify unusually successful topics fast.
Take the top 5 best-performing videos above and analyze their opening hooks, title patterns, thumbnail style, content structure, and ending calls to action. Summarize a reusable video template.
A distilled content framework showing which elements most likely drive strong reach.
Analyze the comments on these outlier videos, identify recurring audience needs, questions, and preferred phrasing, and assess whether the format is worth replicating.
A comment-driven insight summary for validating content direction and audience resonance.
Get YouTube transcripts, highlights, and deep links for Q&A and summaries.
Analyze YouTube channels, transcripts, and creator metrics with comparison dashboards.
Safely access YouTube data, analytics, and reports through agent-callable tools.
Research YouTube niches with video metrics, thumbnails, and aggregate engagement analysis.
Analyze YouTube and X content, generate insights, and sync outputs to GitHub.
Extract YouTube transcripts, comments, and channel data for AI analysis workflows.