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Dap Mcp

@KashunChengon 9 months ago
11 AGPL-3.0
FreeCommunity
AI Systems
#dap#debug#debug-adapter-protocol#debugging#llm#mcp#model-context-protocol
Model Context Protocol (MCP) server that interacts with a Debugger

Overview

What is Dap Mcp

dap_mcp is an implementation of the Model Context Protocol (MCP) designed to manage Debug Adapter Protocol (DAP) sessions, enhancing debugging workflows by optimizing the context window of large language models.

Use cases

Use cases for dap_mcp include debugging Python applications, managing breakpoints, stepping through code, evaluating expressions, and switching between stack frames in a structured debugging session.

How to use

To use dap_mcp, install it via pip and run the server with a JSON configuration file specifying debugger settings and source directories. You can launch the server using the command ‘python -m dap_mcp --config config.json’.

Key features

Key features include integration with Debug Adapter Protocol, a robust MCP framework for optimizing debugging workflows, rich debugging tools for managing breakpoints and execution, and flexible configuration options through JSON files.

Where to use

dap_mcp is applicable in software development environments where debugging of applications is required, particularly in Python projects using the Debug Adapter Protocol.

Content

dap-mcp

dap-mcp is an implementation of the Model Context Protocol (MCP) tailored for managing Debug Adapter Protocol (DAP) sessions. MCP provides a standardized framework to optimize and extend the context window of large language models, and in this project, it is used to enhance and streamline debugging workflows.

Features

  • Debug Adapter Protocol Integration: Interact with debuggers using a standardized protocol.
  • MCP Framework: Leverage MCP to optimize context and enhance debugging workflows.
  • Rich Debugging Tools: Set, list, and remove breakpoints; control execution (continue, step in/out/next); evaluate expressions; change stack frames; and view source code.
  • Flexible Configuration: Customize debugger settings, source directories, and other parameters via a JSON configuration file.

Installation

Prerequisites

  • Python 3.10 or higher
  • uv (optional, for running the server)

Installing and Running the Server

Install dap-mcp and its dependencies:

pip install dap-mcp
python -m dap_mcp --config config.json

# Or, if you have uv installed
uvx dap-mcp@latest --config config.json

Configuration

The project uses a JSON configuration file (e.g., .config.json) to specify debugger settings and source directories. An example configuration:

{
  "type": "debugpy",
  "debuggerPath": "/path/to/python/with/debugpy",
  "debuggerArgs": [
    "-m",
    "debugpy.adapter"
  ],
  // source directories for resolving file paths
  // if you always use absolute paths, you can omit this
  "sourceDirs": [
    "/path/to/source/code"
  ],
  // debugger-specific settings start here
  // configurations for debugpy can be found at
  // https://github.com/microsoft/debugpy/wiki/Debug-configuration-settings
  
  // you can use "program" instead of "module" to specify the program to debug
  "module": "pytest",
  // the python executable to use to run the debuggee
  "python": ["/path/to/python"],
  "cwd": "/path/to/working/directory"
}

This configuration informs the debugger about:

  • The path to the debugger executable and its arguments.
  • The source directories for resolving file paths during breakpoint operations.
  • Other settings (such as module, working directory, and interpreter path) necessary for launching the debuggee.

Available Debugger Types

Type Example Path Example Args
debugpy /usr/bin/python3 ["-m", "debugpy.adapter"]
lldb /usr/bin/lldb-dap []

Available Tools

The project exposes several tools that can be invoked via the MCP framework:

  • launch: Launch the debuggee program.
  • set_breakpoint: Set a breakpoint at a specified file and line (with an optional condition).
  • remove_breakpoint: Remove a breakpoint from a specified file and line.
  • list_all_breakpoints: List all breakpoints currently set in the debugger.
  • continue_execution: Continue program execution after hitting a breakpoint.
  • step_in: Step into a function call.
  • step_out: Step out of the current function.
  • next: Step over to the next line of code.
  • evaluate: Evaluate an expression in the current debugging context.
  • change_frame: Switch to a different stack frame.
  • view_file_around_line: View source code around a specified line (using the last provided file if none is specified).
  • terminate: Terminate the debugging session.

These tools provide XML-rendered output for integration with MCP clients.

Extending with Other DAP Servers

To support additional DAP servers, you can simply add a new DAP-specific configuration class in the dap_mcp/config.py file. All DAP configurations extend from the base DAPConfig class. Each new subclass should:

  • Define a unique type value (using a Literal) to act as a discriminator.
  • Include any additional fields or settings specific to that debugger.

For example, to add support for a hypothetical DAP server called “mydap”, you might add:

class MyDAP(DAPConfig):
    type: Literal["mydap"]
    # Add any additional settings for MyDAP here
    customSetting: Optional[str] = Field(
        None, description="A custom setting for MyDAP."
    )

After creating your new configuration class, update the union type used for debugger-specific configurations by including your new class. For example:

DebuggerSpecificConfig = Annotated[Union[DebugPy, MyDAP], Field(..., discriminator="type")]

Now, when you supply a configuration JSON with "type": "mydap", it will be parsed and validated using your new MyDAP class, and your DAP server extension will be fully integrated.

Contributing

Contributions are welcome! To contribute:

  1. Fork the repository.
  2. Create a new branch for your feature or bug fix.
  3. Write tests and ensure all checks pass.
  4. Submit a pull request.

Please follow the coding guidelines and include appropriate tests with your changes.

License

This project is licensed under the AGPL-3.0 License. See the LICENSE file for details.

Tools

No tools

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