MCP tool
rank_videos_by_topic
Find the videos that talk about something the most, ranked by how many sentences mention it.
The rank_videos_by_topic tool is provided by YouTube Transcript AI. Install that server in your AI client and the assistant can call it directly.
Servers exposing rank_videos_by_topic
From the publisher:Find the videos that talk about something the most, ranked by how many sentences mention it. Better than searching titles when you want the videos that really go deep on a topic. Each result has the number of mentions, the first mention and a link. Read the best ones with get_youtube_transcript or find_in_transcript. Same library, caption quirks and dates as search_spoken_words.
Install YouTube Transcript AI →Parameter Type Description query*string A word or short phrase (up to 8 words). also_matcharray Other spellings or mis-hearings to count as the same thing. Up to 5. limitinteger How many videos. Default 10. channelstring Only this channel: a channel ID (UC...) or part of the channel name. sincestring Only captions captured on or after this date, YYYY-MM-DD. untilstring Only captions captured on or before this date, YYYY-MM-DD.
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