Documentation
README
Analyzing narrated recordings with talkthrough
The talkthrough MCP server turns a local video/audio file into queryable structured data: timestamped transcript segments, scene keyframes, OCR'd on-screen text, and wall-clock anchoring. No LLM inside — you bring the reasoning; it brings the evidence. Everything is lazy and token-budgeted: never ask for more than the moment you are analyzing.
Prerequisite
The talkthrough MCP server must be connected (tools like
process_media / get_transcript are visible). If not, tell the user to
install it: claude mcp add -s user talkthrough -- uvx talkthrough-mcp
(see the repository README for other clients).
This is the opening of the README. Read the full README on GitHub.