Talkthrough MCP Server

Quickstart · Tools · Benchmarks · FAQ · Troubleshooting · Changelog · Contributing. It runs locally over stdio via the published package.

People who work with whisper, speech to text and ocr and want it reachable from Claude, Cursor, VS Code, or another MCP client. The project is written in Python.

VERIFIED ACTIVE

LAST COMMIT 2026-09-14 · ★ 29 · #26 OF 173 MAINTAINED MEDIA · VERIFIED 2026-09-18

MIT · Python servers · how we verify → /methodology

01 · Install Talkthrough

Claude Code

claude mcp add korovin-aa97-talkthrough-mcp -- uvx talkthrough-mcp

Claude Desktop / Cursor / VS Code - add to config

{
  "mcpServers": {
    "korovin-aa97-talkthrough-mcp": {
      "command": "uvx",
      "args": [
        "talkthrough-mcp"
      ]
    }
  }
}

Same JSON for Cursor. For VS Code, rename the top-level key from `mcpServers` to `servers`.

Using another client? Same JSON, different key

Claude Desktop · mcpServers

Cursor · mcpServers

VS Code · servers

Windsurf · mcpServers

Zed · context_servers

Cline · mcpServers

Roo Code · mcpServers

Continue · mcpServers

LibreChat · mcpServers

Gemini CLI · mcpServers

Codex CLI · mcp_servers

Full setup guides: every client.

02 · Evidence

Security posture

What to check before giving this server access to your agent - from the registry, GitHub, and our own probes. We don't score safety; we show what's verifiable.

runs as local process (stdio) - runs on your machine with your user's permissions

license MIT - declared in the repository

pypi package talkthrough-mcp - check the name against the project README before installing (PyPI has no namespace ownership)

registry namespace io.github.korovin-aa97 is GitHub-verified and matches the repo owner

03 · What Talkthrough can do

Prose above is summarized from the project's README and registry record - no invented capabilities.

Limitations (from the README)

Honest edges, so you can decide fast: - Speaker labels are word-level and opt-in on new jobs. Each Whisper word is assigned by maximum overlap with the diarization turns, so fast exchanges split without losing the raw label. Old jobs remain readable and honestly report attribution_precision="segment"; reprocess with force=true to add word timings. Sub-second interjections ("yeah", "mhm") can still be absorbed when th

Latest releases

v0.4.1 · 2026-09-06

[0.4.1] - 2026-09-05 · External findings against 0.4.0 - a negative release QA over the published · wheel and a corpus of 40+ live URLs - all reproduced first (the log leak · offline, with httpx.MockTransport). No new…

v0.4.0 · 2026-09-05

[0.4.0] - 2026-09-05 · One theme: give Talkthrough a public video URL and keep everything else · local. The source is downloaded once and kept with the job; transcription, · frames, OCR, search and every later question…

v0.3.2 · 2026-09-03

[0.3.2] - 2026-09-03 · A data-safety and portability patch from externally reproduced reports. No · tools, prompts, dependencies, or manifest schema versions were added. · Fixed · Pending speaker identities are…

04 · Who maintains Talkthrough

Talkthrough is maintained by korovin-aa97. It's the only MCP server we track from this author; the repo dates to Jul 2026.

05 · Facts

repository: github.com/korovin-aa97/talkthrough-mcp
website: https://github.com/korovin-aa97/talkthrough-mcp
category: media - ranked #26 of 173 actively-maintained media servers as of 2026-09-18.
release cadence: 10+ releases in the last 90 days (latest 2026-09-06)
registry: io.github.korovin-aa97/talkthrough-mcp (active, first published 2026-07-11 · 16 versions)
packages: pypi:talkthrough-mcp

06 · Talkthrough FAQ

What is Talkthrough?

Quickstart · Tools · Benchmarks · FAQ · Troubleshooting · Changelog · Contributing. It runs locally over stdio via the published package.

Is Talkthrough still maintained?

Yes - as of 2026-09-18, its last commit was 2026-09-14 and it shipped 10+ releases in the last 90 days. We re-verify nightly.

How do I install Talkthrough?

Run `uvx talkthrough-mcp`. You can also paste the ready-made client config above.

Does Talkthrough run locally?

Yes - it's a stdio server: it runs on your machine (via uvx) with your user's permissions. Your data stays local unless the server itself calls external APIs.

07 · Alternatives to Talkthrough

Alternatives to Talkthrough

Maintained media servers if Talkthrough isn't the fit.

More media MCP servers · Labelgrid MCP · ImmoStage Virtual Staging · for Adobe Premiere Pro · Mediamcp · Parseflow

More Python MCP servers · Fantasy Football Manager · Vector DB MCP · Tokencast · Sap Gui · Kubently · see all