Talkthrough MCP

A local-first Model Context Protocol server that processes video recordings or public video URLs to generate agent-ready evidence. It extracts searchable transcripts, keyframes, OCR text, speaker diarization, and wall-clock timestamps, enabling agents to write evidence-backed issue drafts or investigate production incidents without leaving the user's machine.

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

Community listingLocal stdioSource reviewed; not executedPublished by korovin-aa97

You need:The only prerequisite is uv ( brew install uv or curl -LsSf https://astral.sh/uv/install.sh | sh ).

Vendor documentation

What you can do with it

Generate searchable transcripts from video recordings
Extract keyframes and OCR text from video content
Identify speakers and create wall-clock timestamped evidence
Create evidence-backed issue drafts for bug tracking

Source and maintenance

Community listingRegistry 0.4.4

mcp-registry: io.github.korovin-aa97/talkthrough-mcp@0.4.4 Source repository Project website

Maintenance checked: Nov 1, 2026, 6:05 AM UTC

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

talkthrough-mcp 0.4.4

pypiuvx

talkthrough-mcp package definition

{
  "version": "0.4.4",
  "transport": "stdio",
  "identifier": "talkthrough-mcp",
  "runtimeHint": "uvx",
  "registryType": "pypi",
  "registryBaseUrl": "https://pypi.org",
  "environmentVariables": [
    {
      "name": "TALKTHROUGH_WHISPER_MODEL",
      "description": "Whisper model (tiny|base|small|medium|large-v3|large-v3-turbo). Default: small. Use large-v3-turbo for non-English narration; the process_media `model` param overrides per call."
    },
    {
      "name": "TALKTHROUGH_OCR",
      "description": "Set to 'off' to disable OCR of keyframes. Default: on."
    },
    {
      "name": "TALKTHROUGH_OCR_LANG",
      "description": "Recognition script for on-screen text: a language code (ru, ja, ko, ar, hi, ...) or a RapidOCR pack name (eslav, cyrillic, ...). Default: Latin+Chinese."
    },
    {
      "name": "TALKTHROUGH_HOME",
      "description": "Job store root. Default: ~/.talkthrough"
    },
    {
      "name": "TALKTHROUGH_MAX_DOWNLOAD_BYTES",
      "description": "Hard cap for one process_url download. Default: 2147483648 (2 GiB)."
    }
  ]
}

Tools

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No tool definitions available.

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

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Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.

Cursor configuration

{
  "mcpServers": {
    "talkthrough-mcp": {
      "command": "uvx",
      "args": [
        "talkthrough-mcp==0.4.4"
      ],
      "env": {
        "TALKTHROUGH_WHISPER_MODEL": "<YOUR_TALKTHROUGH_WHISPER_MODEL>",
        "TALKTHROUGH_OCR": "<YOUR_TALKTHROUGH_OCR>",
        "TALKTHROUGH_OCR_LANG": "<YOUR_TALKTHROUGH_OCR_LANG>",
        "TALKTHROUGH_HOME": "<YOUR_TALKTHROUGH_HOME>",
        "TALKTHROUGH_MAX_DOWNLOAD_BYTES": "<YOUR_TALKTHROUGH_MAX_DOWNLOAD_BYTES>"
      }
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.

Cline configuration

{
  "mcpServers": {
    "talkthrough-mcp": {
      "command": "uvx",
      "args": [
        "talkthrough-mcp==0.4.4"
      ],
      "env": {
        "TALKTHROUGH_WHISPER_MODEL": "<YOUR_TALKTHROUGH_WHISPER_MODEL>",
        "TALKTHROUGH_OCR": "<YOUR_TALKTHROUGH_OCR>",
        "TALKTHROUGH_OCR_LANG": "<YOUR_TALKTHROUGH_OCR_LANG>",
        "TALKTHROUGH_HOME": "<YOUR_TALKTHROUGH_HOME>",
        "TALKTHROUGH_MAX_DOWNLOAD_BYTES": "<YOUR_TALKTHROUGH_MAX_DOWNLOAD_BYTES>"
      }
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.

VS Code configuration

{
  "servers": {
    "talkthrough-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "talkthrough-mcp==0.4.4"
      ],
      "env": {
        "TALKTHROUGH_WHISPER_MODEL": "<YOUR_TALKTHROUGH_WHISPER_MODEL>",
        "TALKTHROUGH_OCR": "<YOUR_TALKTHROUGH_OCR>",
        "TALKTHROUGH_OCR_LANG": "<YOUR_TALKTHROUGH_OCR_LANG>",
        "TALKTHROUGH_HOME": "<YOUR_TALKTHROUGH_HOME>",
        "TALKTHROUGH_MAX_DOWNLOAD_BYTES": "<YOUR_TALKTHROUGH_MAX_DOWNLOAD_BYTES>"
      }
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.

Claude Desktop configuration

{
  "mcpServers": {
    "talkthrough-mcp": {
      "command": "uvx",
      "args": [
        "talkthrough-mcp==0.4.4"
      ],
      "env": {
        "TALKTHROUGH_WHISPER_MODEL": "<YOUR_TALKTHROUGH_WHISPER_MODEL>",
        "TALKTHROUGH_OCR": "<YOUR_TALKTHROUGH_OCR>",
        "TALKTHROUGH_OCR_LANG": "<YOUR_TALKTHROUGH_OCR_LANG>",
        "TALKTHROUGH_HOME": "<YOUR_TALKTHROUGH_HOME>",
        "TALKTHROUGH_MAX_DOWNLOAD_BYTES": "<YOUR_TALKTHROUGH_MAX_DOWNLOAD_BYTES>"
      }
    }
  }
}

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