mcp/mcp-python-refactoring

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By mcp

•Updated 11 months ago

Educational Python refactoring assistant that provides guided suggestions for AI assistants.

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Machine learning & AI

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mcp/mcp-python-refactoring repository overview

⁠Python Refactoring Assistant MCP Server

Educational Python refactoring assistant that provides guided suggestions for AI assistants. .

What is an MCP Server?⁠

⁠MCP Info

Attribute	Details
Docker Image	mcp/mcp-python-refactoring⁠
Author	slamer59⁠
Repository	https://github.com/slamer59/mcp-python-refactoring⁠

⁠Image Building Info

Attribute	Details
Dockerfile	https://github.com/slamer59/mcp-python-refactoring/blob/b66781d58674cd066e4ed8786215ab44ecc0b14b/Dockerfile⁠
Commit	`b66781d58674cd066e4ed8786215ab44ecc0b14b`
Docker Image built by	Docker Inc.
Docker Scout Health Score
Verify Signature	`COSIGN_REPOSITORY=mcp/signatures cosign verify mcp/mcp-python-refactoring --key https://raw.githubusercontent.com/docker/keyring/refs/heads/main/public/mcp/latest.pub`
Licence	MIT License

⁠Available Tools (9)

Tools provided by this Server	Short Description
`analyze_python_file`	Analyze Python file for refactoring opportunities with precise guidance
`analyze_python_package`	Comprehensive package/folder analysis for refactoring opportunities
`analyze_security_and_patterns`	Comprehensive security scanning and modern Python patterns analysis
`analyze_test_coverage`	Analyze Python test coverage and suggest improvements
`find_long_functions`	Find functions that are candidates for extraction
`find_package_issues`	Identify package-level refactoring opportunities and structural issues
`get_extraction_guidance`	Get detailed step-by-step guidance for extracting functions
`get_package_metrics`	Get aggregated metrics for a Python package
`tdd_refactoring_guidance`	Generate TDD-based refactoring guidance: test first, refactor, test again

⁠Tools Details

⁠Tool: `analyze_python_file`

Analyze Python file for refactoring opportunities with precise guidance

Parameters	Type	Description
`content`	`string`	Python file content to analyze
`file_path`	`string` optional	Path to Python file to analyze

⁠Tool: `analyze_python_package`

Comprehensive package/folder analysis for refactoring opportunities

Parameters	Type	Description
`package_path`	`string`	Path to Python package/folder to analyze
`package_name`	`string` optional	Name of the package (optional, will be inferred from path)

⁠Tool: `analyze_security_and_patterns`

Comprehensive security scanning and modern Python patterns analysis

Parameters	Type	Description
`content`	`string`	Python file content to analyze
`file_path`	`string` optional	Path to Python file to analyze
`include_dependency_scan`	`boolean` optional	Include dependency vulnerability scanning (default: true)
`include_modernization`	`boolean` optional	Include modern Python pattern suggestions (default: true)
`include_security_scan`	`boolean` optional	Include code security vulnerability scanning (default: true)

⁠Tool: `analyze_test_coverage`

Analyze Python test coverage and suggest improvements

Parameters	Type	Description
`source_path`	`string`	Path to source code directory or file
`target_coverage`	`integer` optional	Target coverage percentage (default: 80)
`test_path`	`string` optional	Path to test directory (optional)

⁠Tool: `find_long_functions`

Find functions that are candidates for extraction

Parameters	Type	Description
`content`	`string`	Python file content to analyze
`line_threshold`	`integer` optional	Minimum lines to consider a function long (default: 20)

⁠Tool: `find_package_issues`

Identify package-level refactoring opportunities and structural issues

Parameters	Type	Description
`package_path`	`string`	Path to Python package/folder
`issue_types`	`array` optional	Specific types of issues to look for (optional): scattered_functionality, god_package, circular_dependency, etc.

⁠Tool: `get_extraction_guidance`

Get detailed step-by-step guidance for extracting functions

Parameters	Type	Description
`content`	`string`	Python file content
`file_path`	`string` optional	Path to Python file
`function_name`	`string` optional	Name of function to analyze for extraction

⁠Tool: `get_package_metrics`

Get aggregated metrics for a Python package

Parameters	Type	Description
`package_path`	`string`	Path to Python package/folder
`package_name`	`string` optional	Name of the package (optional)

⁠Tool: `tdd_refactoring_guidance`

Generate TDD-based refactoring guidance: test first, refactor, test again

Parameters	Type	Description
`content`	`string`	Python code content to refactor
`function_name`	`string` optional	Specific function/class to refactor (optional)
`test_path`	`string` optional	Path to test directory (optional)

⁠Use this MCP Server

{
  "mcpServers": {
    "mcp-python-refactoring": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "mcp/mcp-python-refactoring"
      ]
    }
  }
}

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Python Refactoring Assistant

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Tag summary

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Image

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149.1 MB

Last updated

11 months ago

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