PySpam

소개

PySpam is an ML-powered tool designed to detect spammy Python packages on PyPI. It leverages Google BigQuery for raw metadata and includes a comprehensive machine learning pipeline covering data querying, feature engineering, and model training. The project provides a REST API to evaluate PyPI packages, a local dashboard for visualization, and a standalone Model Context Protocol (MCP) server that enables AI agents like Claude Desktop or Cursor to consult the PySpam API, helping developers avoid malicious or low-quality package suggestions.

주요 기능

• RESTful API for programmatic package scanning and evaluation
• Machine learning-based spam detection for PyPI packages
• Interactive dashboard for visualizing spam detection results
• 0 GitHub stars
• Comprehensive ML pipeline for data processing, feature engineering, and model training
• Model Context Protocol (MCP) server for integration with AI development tools

사용 사례

• Train and deploy custom machine learning models for package anomaly detection
• Automatically identify and flag potentially spammy packages on PyPI
• Integrate with AI-powered development environments to prevent suggestions of malicious packages