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Video Analyzer

Analyze videos: extract frames, transcribe audio, generate storyboard breakdowns.

Connector by BrightWayAI · GitHub account verified by the MCP Registry

IndexedLicense unknownLocal (stdio)
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Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/brightwayai-video-analyzer

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Analyze videos: extract frames, transcribe audio, generate storyboard breakdowns.

Reviews

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Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools
3 read · 2 write · 0 delete
Secrets
None asked for
Install scripts
Not scanned yet
Runs as
Python package

Tools by what they do 5

Read from the source code; the running server may list different tools.

Read 3 · Look things up without changing anything.

  • video_check_deps
  • video_fingerprint
  • video_transcribe

Write 2 · Create, change, send or run things.

  • video_analyze
  • video_extract_frames

Tools (5)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • video_analyzeAnalyze Video (Full Pipeline)

    Run the full video analysis pipeline: download, extract frames, transcribe audio, analyze visuals with Claude, generate stylistic fingerprint, and produce a storyboard breakdown document. Returns the path to the generated output file and a summary of the analysis including metadata, stylistic fingerprint, and shot count. Requires: FFmpeg, ANTHROPIC_API_KEY env var. Processing time depends on video length (typically 1-5 minutes).

  • video_check_depsCheck Dependenciesread-only

    Check if all required dependencies (FFmpeg, Whisper, etc.) are installed. Returns a list of any missing dependencies with installation instructions. Use this before running other video analysis tools.

  • video_extract_framesExtract Video Frames

    Extract representative frames from a video using scene detection or fixed intervals. Uses PySceneDetect with ContentDetector and AdaptiveDetector to find scene boundaries, then extracts the middle frame of each scene. Falls back to 3-second intervals if no scenes are detected. Returns a list of extracted shots with frame paths and timestamps.

  • video_fingerprintStylistic Fingerprint Analysisread-only

    Generate a Stylistic Fingerprint (v3) for a video. Performs frame extraction, transcription, and visual analysis, then runs the deterministic fingerprint classifier to produce 8 classification fields: 1. Rendering Class (e.g., Stylized 3D, Flat 2D, Mixed Media) 2. World Type (e.g., Stylized Real-World, Abstract Concept Space) 3. Character Strategy (e.g., Mascot-Led, Single Narrator, Ensemble Cast) 4. Narrative Structure (e.g., Direct Explanation, Problem-Solution) 5. Visual Abstraction Index (1-5 scale, Photorealistic to Maximum Abstraction) 6. Visual Density (Minimal to High) 7. Camera/Edit…

  • video_transcribeTranscribe Video Audioread-only

    Transcribe the audio track of a video using OpenAI Whisper. Returns timestamped transcript segments with inferred speaker labels (NARRATOR, TEACHER, CHILD, SPEAKER). Supports multiple Whisper model sizes trading off speed vs accuracy. The 'base' model is fastest; 'large' is most accurate but slower.

Signals

Stars
0
Forks
0
Open issues
0
Weekly downloads
52
Last commit
Mar 10, 2026 (7 months ago)
Last release
Mar 10, 2026 (7 months ago)
Last package publish
Mar 10, 2026 (7 months ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Registry name
io.github.BrightWayAI/video-analyzer
Version
0.1.2
Auth
No auth
Packages
pypi video-analyzer-mcp
License
License unknown
Repository
github.com/BrightWayAI/video-analyzer
First seen
Oct 24, 2026
Last checked
Oct 25, 2026
Source
Official MCP Registrygithub-graphql

More from BrightWayAI

Cite this page

Video Analyzer MCP server. Agent Mart. https://agentmart.dev/connectors/brightwayai-video-analyzer (last updated 2026-10-25)