Jdb MCP
An MCP server based on the Java Debug Interface, supporting AI agents to debug Java applications at runtime, including functions such as breakpoint management, state checking, and dynamic modification.
rating : 2.5 points
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What is JDB-MCP?
JDB-MCP is a Java debugging server based on the Model Context Protocol (MCP). Through the Java Debug Interface (JDI) technology, it allows AI assistants to debug Java applications like professional developers. You can communicate with the AI assistant in natural language and ask it to set breakpoints, check variables, analyze the stack, etc.How to use JDB-MCP?
Using JDB-MCP requires two steps: First, manually start your Java application and open the debugging port. Then, tell the assistant in the AI chat to connect to the port for debugging. The entire process is completed through natural language interaction, eliminating the need to write complex debugging commands.Applicable Scenarios
JDB-MCP is particularly suitable for the following scenarios: 1. Quickly locate occasional problems in the production environment. 2. Debug complex Spring Boot or microservice applications. 3. Teach and learn Java debugging techniques. 4. Remotely assist colleagues in solving technical problems. 5. Conduct automated testing and troubleshooting.Main Features
Multi-Transport Protocol Support
Supports two transmission methods: stdio (standard VSCode integration) and http (remote debugging). It can be used in a local IDE or called remotely via curl.
Complete Debugging Function Set
Supports complete debugging functions such as breakpoint management, step-by-step debugging, variable checking, and thread analysis, covering daily debugging needs.
Real-time AI Notification
When a breakpoint is hit, the AI assistant will immediately receive a notification, enabling real-time collaborative debugging.
Wide Java Application Support
Supports various Java application frameworks such as Spring Boot, Maven, and Gradle. It can be connected as long as the JDWP debugging port is opened.
Structured Variable Traversal
Deeply traverses complex object structures and supports viewing the internal states of complex data types such as nested objects, arrays, and collections.
Runtime Variable Modification
Supports dynamically modifying variable values during the debugging process, which is used to test the program's behavior under different input conditions.
Advantages
Natural language interaction: No need to memorize complex debugging commands. Just describe your requirements in natural language.
AI intelligent analysis: The AI assistant can understand the context and provide intelligent debugging suggestions.
Cross-platform support: Supports various Java applications and development environments.
Real-time collaboration: The AI assistant responds to debugging events in real-time and provides immediate assistance.
Low learning cost: Developers do not need to learn JDI or JDB commands in depth.
Limitations
Manual debugging startup required: The target application must be manually started and the debugging port opened first.
Single session limitation: Currently, only one application can be debugged simultaneously.
Expression evaluation not supported: It is temporarily unable to execute arbitrary Java expressions in the debugging context.
Requires JDK 17+: The full functionality requires a newer version of the JDK.
Depends on AI assistant: It needs to be used in conjunction with AI tools that support MCP, such as Claude and Cline.
How to Use
Build JDB-MCP
First, you need to build the executable JAR file of JDB-MCP.
Configure AI Tools
Configure the MCP server in Cline or Claude Dev of VSCode.
Start the Target Application
Manually start your Java application and open the debugging port.
Start Debugging
Request to connect to the debugging port and start debugging in the AI chat.
Usage Examples
Debugging User Login Issues
Users report that the login function occasionally fails, and debugging is required to locate the problem.
Analyzing Memory Leaks
The memory of the application continues to grow after running for a period of time, and the cause of the memory leak needs to be found.
Teaching Demonstration
Demonstrate the basic concepts and techniques of Java debugging to novice developers.
Frequently Asked Questions
Which Java versions does JDB-MCP support?
Why do I need to manually start the debugging port?
Can I debug multiple applications simultaneously?
How can I view the source code?
Does it support conditional breakpoints?
Can I modify variable values during the debugging process?
Related Resources
GitHub Repository
The source code and latest version of JDB-MCP.
Chinese Documentation
The Chinese instruction manual for JDB-MCP.
Parameter Guide
Detailed descriptions of command-line parameters and configuration options.
Model Context Protocol
The official documentation and specifications of the MCP protocol.
Java Debug Interface
The official JDI technical documentation from Oracle.

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