Connecting AI Agents to UI Motion via MCP (Claude Code & Cursor Guide)
Learn how to connect Claude Code, Cursor, and AI agents to ExodeUI animations using Model Context Protocol (MCP). Generate and edit interactive UI motion from prompts.
Core Takeaway
ExodeUI features an official Model Context Protocol (MCP) server that enables AI coding assistants like Claude Code and Cursor to create, inspect, and tweak animation files directly. By exposing tools to edit keyframes, wire state machines, and bind reactive variables, AI agents can build production-ready motion from natural language prompts.
Why Motion Needs Model Context Protocol (MCP)
AI coding assistants like Cursor, Claude Code, and Windsurf excel at writing React components and CSS, but they have historically been blind to binary design files (like Figma or After Effects). ExodeUI's open .exode format and MCP server turn animations into structured, inspectable JSON that AI models can read, critique, and edit directly.
- Direct file editing: AI models can add keyframes, adjust spring stiffness, or add states via tool calls.
- Contextual awareness: The agent inspects layer names, input bindings, and timeline hierarchies.
- Automated handoff: When an engineer asks the AI to build a feature, the agent connects the application state to the animation's inputs without human translation.
Configuring the ExodeUI MCP Server
Adding the ExodeUI MCP server to your local configuration takes under two minutes. You can configure it inside claude_desktop_config.json or your Cursor MCP settings panel.
Prompting AI Coding Agents for Interactive Motion
Once connected, you can instruct your AI assistant in plain English: 'Create an interactive bookmark toggle with an Idle and Saved state, using spring physics with stiffness 300 and damping 20.' The agent calls the ExodeUI MCP tools to generate the artboard, define inputs, and write the React wrapper component.
Production Implementation Snippet
{
"mcpServers": {
"exode": {
"command": "npx",
"args": ["-y", "@exodeui/mcp-server"]
}
}
}