Figma MCP Server

MCP Server to convert Figma Design to pseudo-code like structure - simple yet efficient for LLMs to understand design context.

Features

• Connect to Figma API and get pseudo-code for the given Design. For visual context, can also fetch images.

• Supports generating pseudo-code for design system components & semantic HTML content.

• Just share Figma Design URL with MCP client and it will extract the file key and node ID automatically, calls the appropriate tools to fetch the pseudo-code and/or image.

Related MCP server: Figma MCP Server

Setup in MCP clients

    "Figma MCP Server": {
      "command": "npx",
      "args": ["-y", "figma-codegen-mcp", "--figma_api_key=<YOUR-FIGMA-PERSONAL-ACCESS-TOKEN>"]
    }

For local development

Prerequisites

• Node.js (v22)

• npm

Install & Build

git clone <repository-url>
cd figma-mcp-server
npm install
npm run build

Development Setup

For development with hot reloading:

# Install dependencies
npm install

# Set up environment variables
cp .env.example .env
# Edit .env and add your FIGMA_API_TOKEN

# Start development server with hot reloading
npm run dev

# Or build for production
npm run build

# Start production server
npm start

Usage

This Figma MCP Server provides two main tools for interacting with Figma designs:

Available MCP Tools

1. fetch_figma_node_image

Fetches a PNG image of a Figma node or frame and returns it as base64 data.

Description: Downloads a visual representation of any Figma design element (frame, component, layer, etc.) as a PNG image.

Parameters:

• fileKey (string, required): The key of the Figma file. Can be found in Figma URLs like figma.com/(file|design)/<fileKey>/...

• nodeId (string, required): The ID of the specific node to capture. Found as URL parameter like node-id=<nodeId>

Returns: Base64-encoded PNG image and MIME type.

Example Use Cases:

• Getting visual context of design components

• Creating documentation with actual design screenshots

2. generate_pseudo_code_from_figma_frame

Generates JSX and CSS pseudo-code for a Figma design.

Description: Analyzes Figma design elements and generates corresponding Pseudo HTML + CSS code. The generated code includes semantic HTML structure, CSS properties, and Pseudo-React JSX components based on your figma component library.

Parameters:

• fileKey (string, required): The key of the Figma file. Can be found in Figma URLs like figma.com/(file|design)/<fileKey>/...

• nodeId (string, required): The ID of the frame/component to convert. Found as URL parameter like node-id=<nodeId>

Returns: Formatted text containing:

• CSS styles

• JSX component structure

• Semantic HTML elements

• Clean, readable code formatting

Example Use Cases:

• Converting Figma designs to Pseudo - React components

• Providing a better code-like representation of figma design to LLM

• Integrates design system ( accuracy & quality depends on Figma component library )

• Rapid prototyping from designs

• Helper in Design-to-code workflow automation

Figma Links Example:

When sharing Figma designs, the URL contains the required parameters:

https://www.figma.com/design/ABC123XYZ/My-Design?node-id=1200%3A23&t=randomstring
                              ↑                          ↑
                          fileKey                      nodeId (URL encoded)

• File Key: ABC123XYZ (the part after /design/ or /file/)

• Node ID: 1200 (from the node-id parameter, URL decoded)

Integration with MCP Clients

These tools are designed to work with MCP-compatible clients. Simply provide a Figma design URL, and the client can automatically extract the fileKey and nodeId to call the appropriate tools for fetching images and/or generating code.

Kudos:

• Inspired by Figma-Context-MCP