Kaggle-MCP bridges Claude AI and the Kaggle API using the Model Context Protocol (MCP), providing a seamless AI-driven interface for interacting with Kaggle's vast resources. Users can leverage Claude AI to browse competitions, discover datasets, analyze kernels, and access pre-trained models, streamlining their data science workflows directly through natural language commands.