Understand This Video For Me AI Plugin

Let any AI watch and hear a video. Give Claude, Cursor, Grok Bot or any MCP client a local video file or a YouTube / Vimeo / Loom link, and it gets back what it can actually read:

• 8–20 timestamped key frames (scene changes, duplicates removed, small JPEGs)

• a timestamped transcript (site captions when available, otherwise local Whisper)

• one contact-sheet image with all frames in a grid

• one context.md timeline mixing what was shown and what was said

Everything runs 100% on your computer. Your videos never leave it.

Price

$49 one-time. Lifetime licence, up to 3 of your devices. No subscription. Buy: https://africaappstudio-max.github.io/video-context-ai/

No refunds for change of mind. If it won't work on your computer, email me within 7 days and I'll fix it or refund you.

Related MCP server: claude-real-video

Install

Option 1: one click (Claude Desktop). Download understand-this-video.mcpb from Releases and open it. You need ffmpeg installed (Mac: brew install ffmpeg, Windows: winget install ffmpeg).

Option 2: installer (Claude Desktop + Cursor, includes transcription). Download this repo, then:

• Mac: bash install.sh

• Windows: right-click install.ps1 → Run with PowerShell

The installer adds ffmpeg and Python if missing, installs the plugin, registers it in Claude Desktop and Cursor, and asks for your licence key.

Other MCP clients: add a stdio server with command understand-this-video-mcp (after pip install .), or see .mcp.json.

Activate: understand-this-video activate YOUR-KEY. Internet is needed once to activate; then it works offline.

Example prompts

1. "Watch ~/Downloads/demo.mp4 and write the step-by-step instructions it shows."

2. "Summarise this YouTube video with timestamps: https://www.youtube.com/watch?v=..."

3. "Look at this screen recording of my bug, ~/Desktop/bug.mov, and tell me what went wrong."

Tool

understand_this_video: input source (file path or URL) plus optional options. Returns the frames as images, the transcript and the timeline.

Privacy

Videos are processed locally. The only network call is the licence check with Freemius. See PRIVACY.md.

Support

africa.app.studio@gmail.com

Demo video used on the website: "The Babbling Brooke" (YouTube zLTDLeDRrw4), CC BY.

Proprietary software © 2026 Africa App Studio. The source is visible, but use needs a paid licence. See LICENSE.