M

MCP Server Practice

An MCP server based on Spring AI, a project that monitors system resources on various operating systems and provides information to AI models.
2 points
6

What is the MCP server?

The MCP server is a service that monitors the resource usage of the host system and provides this information when requested by the AI model. It collects real-time information on CPU, memory, running processes, etc.

How to use the MCP server?

After running the server with simple commands, when the AI model requests resource information, it automatically generates a response. It can be used without any additional complex settings.

In what situations is it suitable to use?

It can be usefully applied in AI application development that requires system resource monitoring, server performance analysis, and research on resource usage patterns.

Key Features

System Resource MonitoringMonitors real-time resource information across the system, including CPU usage, memory usage, and the number of processors.
Top Process IdentificationAutomatically identifies the process that uses the most CPU resources and provides detailed information.
Multi-Operating System SupportDesigned to operate on major operating systems such as Linux, macOS, and Windows.

Advantages and Limitations

Advantages
Real-time system resource monitoring available
Supports natural interaction with AI models
Compatible with various operating systems
Limitations
May not operate normally depending on the environment
Environmental constraints requiring system command execution
Functionality may be limited in the initial version

Usage Instructions

Project Download
Clone the project from the Git repository.
Build
Build the project using Maven.
Server Execution
Run the Spring Boot application.

Usage Examples

Check System Resource StatusWhen checking the current CPU and memory usage of the server.
Diagnose Performance IssuesWhen checking which process is causing problems when the system slows down.

Frequently Asked Questions

Can it be used on Windows?
Are special permissions required to run the server?
How to set the monitoring cycle?

Additional Resources

Official GitHub Repository
Project source code and issue tracker
Spring AI Official Documentation
Official documentation for the Spring AI framework
System Monitoring Guide
In-depth guide on system resource monitoring
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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