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FastDrop — AI Video Classifier

@FastDrop

Classify video footage into editor-ready roles (Hook, A-Roll, B-Roll, Screen Recording, VO, Blooper) with confidence scores, suggested filenames, thumbnails, and diagnostics. Supports single and batch classification up to 50 videos.
Overview

FastDrop Video Classifier MCP Server

FastDrop classifies raw video footage into 6 editor-ready roles using AI-powered analysis:

  • Hook — Attention-grabbing opening clips
  • A-Roll — Primary speaker/interview footage
  • B-Roll — Supplementary/cutaway footage
  • Steady Shots — Screen captures and tutorials
  • VO — Voice-over audio clips
  • Blooper — Outtakes and mistakes

Available Tools

ToolDescription
classify_videoSubmit a video URL for classification with confidence score, explanation, suggested filename, and folder path
get_job_statusPoll a classification job for results
classify_batchSubmit up to 50 videos for batch classification with credit pre-authorization
get_batch_statusCheck batch progress with per-video results
check_usageView credit balance and usage statistics
list_capabilitiesList available capabilities (classify, thumbnails, diagnostics, duplicates, clips, transcribe) with credit costs

Setup

{
  "mcpServers": {
    "fastdrop": {
      "url": "https://api.fastdrop.io/mcp/mcp"
    }
  }
}

Server Config

{
  "mcpServers": {
    "fastdrop": {
      "url": "https://api.fastdrop.io/mcp/mcp"
    }
  }
}
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