MAI UI
MAI-UI: Real-World Centric Foundation GUI Agents ranging from 2B to 235B
What is MAI UI?
MAI UI is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to mai-ui: real-world centric foundation gui agents ranging from 2b to 235b
MAI-UI: Real-World Centric Foundation GUI Agents ranging from 2B to 235B
This server falls under the Coding Agents category on MCPgee, the world's largest MCP server directory with 33,000+ servers.
Features
- MAI-UI: Real-World Centric Foundation GUI Agents ranging fro
Use Cases
Maintainer
Works with
Installation
Manual Installation
npx mai-uiConfiguration
Configuration Details
claude_desktop_config.json
Performance
Response Metrics
Resource Usage
How to Set Up and Use MAI UI
MAI-UI provides real-world centric foundation GUI agents ranging from 2B to 235B parameters, enabling automated GUI navigation and grounding. When integrated with Claude, this server lets you build agents that interact with graphical user interfaces through natural language—automating desktop and web application testing and interaction workflows.
Prerequisites
- Python 3.8+ installed
- An MCP client such as Claude Desktop, Cursor, or VS Code
- Machine learning and vision libraries (details in repository README)
Clone the MAI-UI repository
Clone the repository to access the GUI agent framework.
git clone https://github.com/Tongyi-MAI/MAI-UI.git
cd MAI-UIInstall dependencies
Install Python packages and any required system dependencies for GUI automation.
pip install -r requirements.txtConfigure your GUI environment
Set up the target application or interface that the agent will interact with.
Add MAI-UI to your MCP configuration
Register MAI-UI as an MCP server.
{
"mcpServers": {
"mai-ui": {
"command": "python",
"args": ["-m", "mai_ui"]
}
}
}Test GUI agent capabilities
Ask Claude to interact with your target GUI to verify the agent is functioning correctly.
MAI UI Examples
Client Configuration Example
Configuration for MAI-UI in your MCP client:
{
"mcpServers": {
"mai-ui": {
"command": "python",
"args": ["-m", "mai_ui"]
}
}
}Prompts to try
Example prompts for GUI agent automation:
1. "Navigate to the login page and enter username 'admin' and password 'test123'"
2. "Click on the Settings menu and take a screenshot of the current screen"
3. "Fill out the registration form with sample data and submit it"
4. "Perform a series of clicks to navigate to the user profile page and verify the user data"Troubleshooting MAI UI
GUI grounding fails or detects wrong elements
Verify the target application is visible and stable. Adjust display resolution or GUI scaling if needed. Refer to the repository documentation for model-specific configuration tuning.
Agent actions are slow or unresponsive
Check system resources and ensure the ML model is running on a GPU if available. Larger models (235B) require significant memory; smaller models (2B) are faster for resource-constrained environments.
Frequently Asked Questions about MAI UI
What is MAI UI?
MAI UI is a Model Context Protocol (MCP) server that mai-ui: real-world centric foundation gui agents ranging from 2b to 235b It connects AI assistants to external tools and data sources through a standardized interface.
How do I install MAI UI?
Follow the installation instructions on the MAI UI GitHub repository. Clone the repo, install dependencies, and add the server config to your AI client.
Which AI clients work with MAI UI?
MAI UI works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.
Is MAI UI free to use?
Yes, MAI UI is open source and available under the Apache-2.0 license. You can use it freely in both personal and commercial projects.
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Browse More Coding Agents MCP Servers
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Set Up MAI UI in Your Editor
Choose your AI client for step-by-step setup instructions.
Quick Config Preview
Add this to your claude_desktop_config.json or .cursor/mcp.json
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