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Talkthrough

Turn recordings into searchable evidence for coding agents

Dev ToolsSelf-HostedFree product

Talkthrough is a local-first MCP server that turns screen recordings, audio, and long multi-speaker meetings into searchable evidence for coding agents. It indexes transcripts, exact frames, OCR, wall-clock timestamps, and optional speaker diarization, so agents can triage bugs, analyze incidents, extract specifications, decisions, and action items, and answer who said what with timestamped proof.

What users think of Talkthrough

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4.5

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5.0

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More about Talkthrough

Talkthrough gives Claude Code, Codex, Cursor, and other MCP clients access to recordings as structured evidence—not a lossy summary.

Use it for:

narrated bug reports and product feedback
long meetings and interviews with optional multi-speaker diarization
workshops, demos, and production incidents
timestamped issues, specs, backlogs, decisions, and action items

It extracts local Whisper transcripts, scene keyframes, OCR text, wall-clock anchors, and speaker turns. Agents can search once-indexed recordings, jump to exact moments, correlate remarks with logs, and cite the evidence they used. Processing is local-first; files never leave the machine, and there is no runtime telemetry. Open source on GitHub and installable via uvx.