Q

Quack MCP Server

Quack is a continuous integration server based on the MCP protocol, focusing on the automated analysis and testing of Python code. It provides functions such as code style checks and static type analysis.
2 points
23

What is Quack MCP Server?

Quack is an automated code analysis tool that can help developers check the quality of Python code. It acts like a 24/7 code reviewer, automatically detecting potential errors, style issues, and type errors in the code.

How to use Quack?

Quack can be run directly from the command line or integrated into the development environment. It will analyze the Python code you submit and return a detailed inspection report.

Use cases

Suitable for individual developers to check code quality, team code reviews, guiding students to write standardized code in teaching environments, and the automated inspection环节 in the continuous integration process.

Main features

Code quality checkAutomatically detect code style, format, and quality issues using the pylint tool, such as unused variables and non-standard naming.
Static type analysisCheck type errors in the code through the mypy tool to ensure the correctness of type annotations.
Asynchronous processingSupport simultaneous processing of multiple code analysis tasks without blocking other requests due to one task.
Task managementQuery the status and results of historical analysis tasks for easy tracking and management.

Advantages and limitations

Advantages
Automated code inspection saves manual review time
Detailed error reports help quickly locate problems
Supports multiple running modes (local/Docker)
Easy to integrate into the existing development process
Limitations
Currently only supports the Python language
Requires certain configuration to integrate with the development environment
Complex type annotations may produce false positives

How to use

Install Quack
Clone the repository and install the required dependencies
Start the server
Choose a suitable way to start the Quack server
Submit code for analysis
Submit your Python code for analysis through the supported client tools

Usage examples

Check code quality issuesAnalyze a piece of Python code to find style issues and potential errors
Verify type annotationsCheck if the type annotations of function parameters and return values are correct

Frequently Asked Questions

Which Python versions does Quack support?
What if the analysis results contain warnings I don't care about?
How to integrate it into my IDE?
How long does an analysis task usually take?

Related resources

GitHub repository
The source code and latest version of Quack
pylint documentation
Documentation for the code quality inspection tool
mypy documentation
Documentation for the static type inspection tool
MCP protocol description
Technical documentation for the Model Context protocol
Installation
Copy the following command to your Client for configuration
{
     "mcpServers": {
       "quack": {
         "command": "python3",
         "args": ["/path/to/your/quack.py", "--debug"],
         "env": {},
         "disabled": false,
         "autoApprove": []
       }
     }
   }

{
     "mcpServers": {
       "quack": {
         "url": "http://localhost:8000/sse",
         "disabled": false,
         "autoApprove": []
       }
     }
   }
Note: Your key is sensitive information, do not share it with anyone.
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