talkthrough-mcp is an open-source, local-first MCP server that processes narrated screen recordings to produce structured data, including timestamped transcripts, scene keyframes, OCR text, and wall-clock anchoring. It is designed for AI developers and automation engineers who need to convert video and audio content into agent-ready formats.
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