kaggle-mcp functions as a server that implements the MCP protocol for Kaggle APIs, providing tools for managing Kaggle data, competitions, and user credentials. It supports the addition of notes and resource management, enabling efficient collaboration and automation of Kaggle workflows. The server is configurable, requiring Kaggle credentials stored locally or via environment variables, and can be integrated into larger data science pipelines. Its main features include API access, resource management, and collaboration support, making it suitable for data scientists, researchers, and developers working regularly with Kaggle datasets and competitions.