PySpam
Identifies spam packages on Python's registry using machine learning.
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Identifies spam packages on Python's registry using machine learning.
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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.