talkthrough

Local MCP tool that turns a narrated screen recording into a transcript, frames, and OCR evidence.

Desktopfree

talkthrough is a local tool that turns a narrated screen recording into a searchable transcript, exact video frames, on-screen OCR text, and wall-clock timestamps, so an AI coding agent can draft an evidence-backed bug report or investigate a fix. It runs as an MCP server, a CLI, or an Agent Skill, and processing happens entirely on the user's own machine. It's built for developers who'd rather record a problem than type up a bug report by hand.

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Full match profile

Behind the summary, Matchbox keeps a richer profile of talkthrough - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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