MCP Python Function Generator

Example Use Cases

• 1

  Generate small, well-documented Python functions from a natural-language requirement.

• 2

  Validate generated code against human-provided test cases to ensure correct parameter names and behavior.

• 3

  An easy-to-run local MCP tool (via uv) to integrate function-generation into a larger automation or assistant workflow.

Description

This server exposes a tool (create_python_function) that turns a written requirement into a Python function specification and implementation, with optional execution of human-validated test cases. It validates generated code for syntax and correct parameter names when tests are provided, and can run tests by calling the function with keyword arguments. The project is designed for easy local setup using the uv package and integration with MCP clients (e.g., Claude Desktop). It emphasizes human-provided test cases and warns against using AI-generated tests for validation.