This project enables LLMs to interact directly with Penpot design projects using the Model Context Protocol (MCP), building on Penpot's Plugin API to facilitate design data retrieval, modification, and creation.

Demonstration

Architecture

The Penpot MCP server exposes tools to AI clients (LLMs), which support the retrieval of design data as well as the modification and creation of design elements. The MCP server communicates with Penpot via a dedicated Penpot MCP plugin, which connects to the MCP server via WebSocket.

This repository is a monorepo containing four main components:

Common Types (common/):
- Shared TypeScript definitions for request/response protocol
- Ensures type safety across server and plugin components
Penpot MCP Server (mcp-server/):
- Provides MCP tools to LLMs for Penpot interaction
- Runs a WebSocket server accepting connections from the Penpot MCP plugin
- Implements request/response correlation with unique task IDs
- Handles task timeouts and proper error reporting
Penpot MCP Plugin (penpot-plugin/):
- Connects to the MCP server via WebSocket
- Executes tasks in Penpot using the Plugin API
- Sends structured responses back to the server#
Helper Scripts (python-scripts/):
- Python scripts that prepare data for the MCP server (development use)

The core components are written in TypeScript, rendering interactions with the Penpot Plugin API both natural and type-safe.

Usage

To use the Penpot MCP server, you must

run the MCP server and connect your AI client to it,
run the web server providing the Penpot MCP plugin, and
open the Penpot MCP plugin in Penpot and connect it to the MCP server.

Follow the steps below to enable the integration.

Prerequisites

The project requires Node.js (tested with v22). Following the installation of Node.js, the tools npm and npx should be available in your terminal.

Build & Launch the MCP Server and the Plugin Server

If it's your first execution, install the required dependencies:

npm install

Then build all components and start the two servers:

npm run bootstrap

This bootstrap command will:

install dependencies for all components (npm run install:all)
build all components (npm run build:all)
start all components (npm run start:all)

Load the Plugin in Penpot and Establish the Connection

Open Penpot in your browser
Navigate to a design file
Open the Plugins menu
Load the plugin using the development URL (http://localhost:4400/manifest.json by default)
Open the plugin UI
In the plugin UI, click "Connect to MCP server". The connection status should change from "Not connected" to "Connected to MCP server".
(Check the browser's developer console for WebSocket connection logs. Check the MCP server terminal for WebSocket connection messages.)

Connecting an MCP Client

By default, the server runs on port 4401 and provides:

Modern Streamable HTTP endpoint: http://localhost:4401/mcp
Legacy SSE endpoint: http://localhost:4401/sse

These endpoints can be used directly by MCP clients that support them. Simply configure the client to the MCP server by providing the respective URL.

When using a client that only supports stdio transport, a proxy like mcp-remote is required.

Using a Proxy for stdio Transport

The mcp-remote package can proxy stdio transport to HTTP/SSE, allowing clients that support only stdio to connect to the MCP server indirectly.

Install mcp-remote globally if you haven't already:
```
 npm install -g mcp-remote
```
Use mcp-remote to provide the launch command for your MCP client:
```
 npx -y mcp-remote http://localhost:4401/sse --allow-http
```

Example: Claude Desktop

For Claude Desktop integration, you will need to use a proxy like mcp-remote since it only supports stdio transport. Install mcp-remote as described above.

To add the server to Claude Desktop's configuration, locate the configuration file:

Windows: %APPDATA%/Claude/claude_desktop_config.json
macOS: ~/Library/Application Support/Claude/claude_desktop_config.json

Add a penpot entry under mcpServers with the following content:

{
    "mcpServers": {
        "penpot": {
            "command": "npx",
            "args": ["-y", "mcp-remote", "http://localhost:4401/sse", "--allow-http"]
        }
    }
}

After updating the configuration file, restart Claude Desktop completely for the changes to take effect. Be sure to fully quit the app! On Windows, right-click the tray icon and select "Quit".

After the restart, you should see the MCP server listed when clicking on the "Search and tools" icon at the bottom of the prompt input area.