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Claude Video Vision

by jordanrendric · jordanrendric/claude-video-vision

Make Claude actually understand a video — frames + transcript + scene segmentation, fed in a token-efficient layout.

The skill takes a video file or URL, extracts keyframes (scene-aware), aligns transcript segments, and presents the bundle to Claude for QA, summary, or content extraction. Smart-sampling avoids blowing the context window.

Why use it

Key features

Live Demo

What it looks like in practice

ready

Install

Pick your client

~/Library/Application Support/Claude/claude_desktop_config.json  · Windows: %APPDATA%\Claude\claude_desktop_config.json
{
  "mcpServers": {
    "claude-video-vision": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/jordanrendric/claude-video-vision"
      ],
      "_inferred": true
    }
  }
}

Open Claude Desktop → Settings → Developer → Edit Config. Restart after saving.

~/.cursor/mcp.json · .cursor/mcp.json
{
  "mcpServers": {
    "claude-video-vision": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/jordanrendric/claude-video-vision"
      ],
      "_inferred": true
    }
  }
}

Cursor uses the same mcpServers schema as Claude Desktop. Project config wins over global.

VS Code → Cline → MCP Servers → Edit
{
  "mcpServers": {
    "claude-video-vision": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/jordanrendric/claude-video-vision"
      ],
      "_inferred": true
    }
  }
}

Click the MCP Servers icon in the Cline sidebar, then "Edit Configuration".

~/.codeium/windsurf/mcp_config.json
{
  "mcpServers": {
    "claude-video-vision": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/jordanrendric/claude-video-vision"
      ],
      "_inferred": true
    }
  }
}

Same shape as Claude Desktop. Restart Windsurf to pick up changes.

~/.continue/config.json
{
  "mcpServers": [
    {
      "name": "claude-video-vision",
      "command": "git",
      "args": [
        "clone",
        "https://github.com/jordanrendric/claude-video-vision"
      ]
    }
  ]
}

Continue uses an array of server objects rather than a map.

~/.config/zed/settings.json
{
  "context_servers": {
    "claude-video-vision": {
      "command": {
        "path": "git",
        "args": [
          "clone",
          "https://github.com/jordanrendric/claude-video-vision"
        ]
      }
    }
  }
}

Add to context_servers. Zed hot-reloads on save.

claude mcp add claude-video-vision -- git clone https://github.com/jordanrendric/claude-video-vision

One-liner. Verify with claude mcp list. Remove with claude mcp remove.

Use Cases

Real-world ways to use Claude Video Vision

Answer questions about a 30-min talk

👤 Claude Code users ⏱ ~15 min intermediate

When to use: Conference talk just dropped; you want notes without watching it.

Flow
  1. Ingest
    Point skill at the URL.✓ Copied
    → Frames + transcript ready
  2. Ask
    Ask focused questions; skill scopes to relevant scenes.✓ Copied
    → Precise answers with timestamps

Outcome: Targeted understanding without re-watching.

Combinations

Pair with other MCPs for X10 leverage

claude-video-vision + filesystem

Save the structured note output for later reference

Combine claude-video-vision with filesystem: Save the structured note output for later reference✓ Copied

Tools

What this MCP exposes

ToolInputsWhen to callCost
ingest (see docs) Pull video + transcript 1 call
query (see docs) Scope-aware question answering 1 call

Cost & Limits

What this costs to run

API quota
Bound by transcription cost
Tokens per call
Mid (sampled, not full video)
Monetary
Free skill; transcription/model costs
Tip
Use shorter scenes when QA is targeted; use long-window mode for summary

Security

Permissions, secrets, blast radius

Minimum scopes: fs-read fs-write
Credential storage: API keys for transcription provider in env
Data egress: Transcription provider
Never grant: process private video without consent

Troubleshooting

Common errors and fixes

Transcript misaligned

Lower scene-segmentation threshold; transcript may be off due to music

Alternatives

Claude Video Vision vs others

AlternativeWhen to use it insteadTradeoff
Manual notesTalk is shortDoesn't scale to many videos

More

Resources

📖 Read the official README on GitHub

🐙 Browse open issues

🔍 Browse all 400+ MCP servers and Skills