MCPMake
Manages and executes Python scripts, leveraging LLMs to automatically extract and validate argument schemas for intelligent automation.
Acerca de
MCPMake is an MCP server designed to manage and run Python scripts, offering a 'smarter' alternative to traditional build automation tools like `make`. Its core innovation lies in using Large Language Models (LLMs) to automatically analyze Python scripts and extract detailed argument schemas. This enables robust input validation, organized script management through a registry, and comprehensive tracking of execution history with full output logs. Developers can register, run, update, and manage Python scripts with enhanced control over environments, timeouts, and argument validation, streamlining workflow and ensuring reliable script execution.
Características Principales
- Script Registry for storing and managing multiple scripts with metadata
- Flexible Execution with custom Python interpreters, environment variables, and timeouts
- Automatic Schema Extraction using LLMs (Claude Sonnet 4 or GPT-4.1)
- Input Validation against JSON Schema before script execution
- Execution History with full output logs for every script run
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Casos de Uso
- Managing and executing a library of internal Python utilities with structured inputs
- Automating data processing tasks with AI-powered schema validation
- Streamlining developer workflows by providing an intelligent script orchestration layer
