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cascade-analyze-figma-frame-mcp

Analyze a Figma frame's image, context, structure, and metadata via MCP.

24|3|Updated Jul 17, 2025
Search Tags:#figma#mcp#analyze#frame#visual-analysis#frame-data#batch-token
One-click install
npx skills add https://github.com/bitovi/cascade-mcp --skill cascade-analyze-figma-frame-mcp
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: cascade-analyze-figma-frame-mcp
Source: https://github.com/bitovi/cascade-mcp/tree/main/plugins/cascade-mcp/skills/cascade-analyze-figma-frame-mcp
Command: npx skills add https://github.com/bitovi/cascade-mcp --skill cascade-analyze-figma-frame-mcp

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Analyze a single Figma frame by retrieving its data via the figma-frame-data MCP tool. This sub-skill is designed for environments where local files are NOT available. It calls the tool with a batchToken to fetch image, context, structure, and metadata; then analyzes and returns narrative analysis as text. No filesystem reads needed — pure MCP.

Core Features & Use Cases

  • Retrieve frame data (image, context, structure, metadata) via MCP.
  • Analyze visual/layout structure and UI elements for insights.
  • Use in environments without local file access (cloud or constrained runners).

Quick Start

Invoke cascade-analyze-figma-frame-mcp with a frame URL containing a node-id and a valid batchToken to obtain an MCP-based frame analysis.

Frequently Asked Questions about cascade-analyze-figma-frame-mcp

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I analyze a Figma frame in a cloud IDE without local file access?▼

To analyze a Figma frame in a cloud IDE without local file access, use the figma-frame-data MCP tool with a batchToken and a Figma URL containing a node-id to retrieve and analyze frame data.

What data is retrieved when I analyze a Figma frame via MCP?▼

Analyzing a Figma frame via MCP retrieves image, context, structure, and metadata from the specified node-id, returning a structured narrative text analysis of the visual and layout composition.

Do I need a batchToken to analyze Figma frames using an MCP server?▼

Yes, you need a valid batchToken and a connected Cascade MCP server to analyze Figma frames, as the batchToken authorizes the MCP tool to fetch frame data without filesystem reads.

Can I extract UI structure and metadata from a Figma URL without downloading files?▼

Yes, you can extract UI structure and metadata directly from a Figma URL using the figma-frame-data MCP tool, which fetches the required frame data via a batchToken instead of local file downloads.

What are the limitations of using MCP for Figma frame analysis?▼

Limitations of MCP Figma frame analysis include the strict requirement for a connected Cascade MCP server, a valid batchToken, and a Figma URL with a node-id, meaning it cannot process frames without these elements.

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