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    Enables MCP clients such as Claude and Copilot to ingest YouTube videos into a persistent, cross-referenced wiki by combining transcript extraction with scene-change frame analysis, so knowledge compounds with each video added. Clients can then answer questions by retrieving relevant pages and reasoning over the compiled store with source citations.
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