Omniparser
O

Omniparser

OmniMCP is a tool that provides rich UI context and interaction capabilities for AI models through the Model Context Protocol (MCP) and OmniParser. It focuses on achieving in - depth understanding of the user interface through visual analysis, structured planning, and precise interaction execution.
2.5 points
6.6K

What is the MCP server?

The MCP server is a powerful tool that helps AI models understand and operate the user interface. It enables AI to perform tasks accurately by analyzing screenshots and element information.

How to use the MCP server?

You can start using the MCP server in just a few steps: install, configure, and run. It can be easily integrated into existing systems to help you achieve automation.

Application scenarios

The MCP server is suitable for tasks that require complex UI interactions, such as automated testing, customer service chatbots, data analysis, etc.

Main features

Visual perception
Parse UI elements in screenshots to help the model understand the current interface.
Intelligent planning
Generate the next action plan based on the goal and historical records.
Precise control
Perform operations through mouse and keyboard simulation.
Automatic deployment
Support automatic deployment and shutdown of instances on AWS.
Logging and debugging
Generate detailed logs and visual outputs for each step to facilitate debugging.
Advantages
Support multiple operating systems and interfaces.
Improve work efficiency and reduce manual intervention.
Easy to integrate into existing systems.
Provide rich API and plugin support.
Support custom extended functions.
Limitations
Initial setup may require a certain technical foundation.
Support for high-resolution screens still needs optimization.
Some complex tasks may require multiple attempts.
Depend on network connection for remote deployment.

How to use

Install the MCP server
Download and install OmniMCP, and ensure that the Python version is 3.10 or higher.
Configure environment variables
Create a.env file and fill in AWS access keys and other necessary information.
Start the server
Run the command to start the MCP server and start tasks.

Usage examples

Calculator task
Start the calculator and complete simple mathematical operations.
Login form task
Automatically fill in the username and password to complete the login.

Frequently Asked Questions

Does the MCP server support multi - language interfaces?
How to stop the automatically deployed AWS instance?
Why did my task fail?

Related resources

Official documentation
Comprehensively understand the detailed usage instructions of the MCP server.
GitHub repository
Get the latest code and contribution guidelines.
Community forum
Exchange experiences and skills with other users.

Installation

Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.

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