"author:Ward07597" matching MCP servers:

Enables transforming YouTube videos into a persistent, searchable knowledge base by extracting transcripts, analyzing scene-change frames with vision models, and compiling wiki pages that compound across videos. It also exposes these capabilities as an MCP server so clients like Claude, Copilot, and others can query the resulting knowledge through natural language.