Back to Browse
Free
Server data from the Official MCP Registry
Analyze videos: extract frames, transcribe audio, generate storyboard breakdowns.
About
Analyze videos: extract frames, transcribe audio, generate storyboard breakdowns.
Security Report
3.8
Use Caution3.8High RiskValid MCP server (1 strong, 1 medium validity signals). 6 known CVEs in dependencies (1 critical, 4 high severity) Package registry verified. Imported from the Official MCP Registry.
5 files analyzed · 7 issues found
Security scores are indicators to help you make informed decisions, not guarantees. Always review permissions before connecting any MCP server.
Permissions Required
This plugin requests these system permissions. Most are normal for its category.
Unverified package source
We couldn't verify that the installable package matches the reviewed source code. Proceed with caution.
How to Install
Add this to your MCP configuration file:
{
"mcpServers": {
"io-github-brightwayai-video-analyzer": {
"args": [
"video-analyzer-mcp"
],
"command": "uvx"
}
}
}Documentation
View on GitHubFrom the project's GitHub README.
Video Analyzer
Analyze videos and generate storyboard breakdowns. Extracts frames via scene detection, transcribes audio with Whisper, analyzes visuals with Claude Vision, and computes 8-field stylistic fingerprints.
Features
- Frame Extraction — Scene-detection-based keyframe selection (or fixed intervals)
- Audio Transcription — Timestamped transcription via OpenAI Whisper
- Visual Analysis — Per-frame descriptions using Claude Vision
- Stylistic Fingerprint v3 — 8-field deterministic classification (rendering class, world type, character strategy, narrative structure, visual abstraction, visual density, camera language, tonal positioning)
- Storyboard Output — Combined shot-by-shot breakdown as
.docxor.md
MCP Server
This project includes an MCP (Model Context Protocol) server so you can use video analysis directly from Claude Desktop or Claude Code.
Install via Claude Code
claude mcp add video-analyzer -s user -- uvx video-analyzer-mcp
Install via Claude Desktop
Add to ~/Library/Application Support/Claude/claude_desktop_config.json:
{
"mcpServers": {
"video-analyzer": {
"command": "uvx",
"args": ["video-analyzer-mcp"],
"env": {
"ANTHROPIC_API_KEY": "your-key-here"
}
}
}
}
MCP Tools
| Tool | Description |
|---|---|
video_analyze | Full pipeline: download, extract frames, transcribe, analyze, fingerprint, storyboard |
video_extract_frames | Extract representative frames using scene detection or fixed intervals |
video_transcribe | Transcribe audio with OpenAI Whisper |
video_fingerprint | Generate 8-field Stylistic Fingerprint v3 classification |
video_check_deps | Verify all required dependencies are installed |
Standalone Usage
pip install -r requirements.txt
python3 analyze_video.py "https://youtube.com/watch?v=..." --output-dir ./output
Prerequisites
- Python 3.10+
- FFmpeg —
brew install ffmpeg(macOS) orapt-get install ffmpeg(Linux) - ANTHROPIC_API_KEY — set as an environment variable
Stylistic Fingerprint Fields
- Rendering Class — Stylized 3D, Flat 2D, Minimalist Line Art, Textured 2D, Mixed Media, Photoreal
- World Type — Stylized Real-World, Abstract Concept Space, Data/Presentation Space, Fictional Metaphor Universe
- Character Strategy — None, Mascot-Led, Single Narrator, Single Protagonist Arc, Ensemble Cast
- Narrative Structure — Direct Explanation, Step-by-Step, Problem-Solution, Analogy, Myth-Busting, etc.
- Visual Abstraction Index — 1 (Photorealistic) to 5 (Maximum Abstraction)
- Visual Density — Minimal, Sparse, Moderate, High
- Camera/Editing Language — Cinematic, Social Vertical Punch, Presentation Deck, Static Slides, etc.
- Tonal Positioning — Institutional, Corporate Professional, Gen Z Social, Child-Friendly, Dark Editorial
License
MIT
Reviews
No reviews yet
Be the first to review this server!
More Developer Tools MCP Servers
Git
Freeby Modelcontextprotocol · Developer Tools
Read, search, and manipulate Git repositories programmatically
80.0K
Stars
4
Installs
6.5
Security
No ratings yet
Local
Toleno
Freeby Toleno · Developer Tools
Toleno Network MCP Server — Manage your Toleno mining account with Claude AI using natural language.
114
Stars
411
Installs
8.0
Security
4.8
Local
mcp-creator-python
Freeby mcp-marketplace · Developer Tools
Create, build, and publish Python MCP servers to PyPI — conversationally.
-
Stars
56
Installs
10.0
Security
5.0
Local
MarkItDown
Freeby Microsoft · Content & Media
Convert files (PDF, Word, Excel, images, audio) to Markdown for LLM consumption
116.1K
Stars
16
Installs
6.0
Security
5.0
Local
mcp-creator-typescript
Freeby mcp-marketplace · Developer Tools
Scaffold, build, and publish TypeScript MCP servers to npm — conversationally
-
Stars
14
Installs
10.0
Security
5.0
Local
FinAgent
Freeby mcp-marketplace · Finance
Free stock data and market news for any MCP-compatible AI assistant.
-
Stars
13
Installs
10.0
Security
No ratings yet
Local