Bulk Transcription: Audio & Video to Text from CSV or Sheet

io.github.Nero-Enginev0.1.0Updated Oct 2, 2026

Transcribe every audio or video link in a list: plain text, or speakers, timestamps and SRT

VerifiedStreamable HTTPWeb executableMedia & Design

Overview

AI-generated overview

Transcribes audio and video links from a list into text, speaker-labeled transcripts, timestamps, or SRT files.

What it does
This remote MCP server takes a list of audio or video links and transcribes each one in bulk. Output can be plain text, or richer formats with speaker labels, timestamps, and SRT subtitles. It runs as a hosted endpoint, so the assistant calls it directly rather than running anything locally.
When to use it
Use it when you have many recordings to turn into text at once, such as interviews, meeting recordings, or media archives, and you want transcripts with optional speaker separation or subtitle files.
Requirements
A remote MCP connection to the hosted endpoint. An Apify API token is required, sent in the Authorization header as a Bearer token. Network access is needed.
Before you install
The Authorization header carries an Apify API token, which is a secret and should be kept private. Runs are billed per event to your Apify account, so bulk jobs can cost money. Audio and video links are sent to a third-party service for processing.

Installation

In SourceWeft

  1. Open Bulk Transcription: Audio & Video to Text from CSV or Sheet in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "bulk-transcription": {
      "type": "http",
      "url": "https://mcp.apify.com/?tools=nerolabs/bulk-transcription"
    }
  }
}

Tools

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Version history

1
  1. v0.1.0LatestOct 2, 2026