A

Autonomous Dev Agent

The MCP server is a platform that supports AI in autonomously developing software, providing functions such as file operations, network requests, database queries, Git management, and system command execution, enabling full-process automated development from concept to testing.
2 points
13

What is an MCP server?

The MCP (Message Control Protocol) server is a platform that allows different AIs (such as Claude) to act as autonomous development agents and automate the entire software development process from concept to testing.

How to use the MCP server?

By interacting with the server through standard JSON messages, AI can perform development tasks such as file operations, database queries, and version control.

Use cases

AI-driven automated development, rapid prototype construction, continuous integration/deployment processes, and multi-AI collaborative development projects.

Main features

File operationsSupports reading and writing file content, which can be used to generate code files or configuration files.
Network requestsPerform HTTP requests to interact with external APIs or services.
Database accessConnect to and query MySQL databases, supporting parameterized queries.
Version controlExecute Git commands to manage code versions.
System commandsRun system commands such as npm install and other development tool commands.

Advantages and limitations

Advantages
The standardized interface enables different AIs to work together.
Covers the functions required for the complete development process.
The lightweight protocol is easy to integrate.
Supports multiple development environments and tools.
Limitations
Requires a Java runtime environment.
Additional security configuration is required for the production environment.
Currently only supports MySQL databases.

How to use

Build the project
Build the server using Maven.
Start the server
Run the generated jar file.
Send messages
Send JSON messages to interact with the server according to the protocol format.

Usage examples

Create a new projectAI automatically generates the project structure and basic files.
Automated testingAI writes and executes test cases.

Frequently Asked Questions

What running environment does the MCP server require?
How to ensure operational security?
Which databases are supported?

Related resources

Project source code
The project source code on GitHub.
Protocol specification document
Detailed specification of the MCP protocol.
Demonstration video
Demonstration of using the MCP server.
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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