Pandas Data Tools

MCP server by laurensanp that provides AI assistants with data processing capabilities for CSV and Parquet files through pandas-based tools, along with specialized functionality for starting a Discord bot application. Built with FastMCP and featuring automatic tool discovery through dynamic module loading, the implementation includes file reading utilities that generate summaries of data dimensions, sample data generation scripts, and a Windows-specific bot launcher that opens external Python applications in new command windows. The server demonstrates a modular architecture where tools are automatically registered from the tools directory, making it suitable for data analysis workflows that require quick file inspection and external application management, particularly in development environments where launching auxiliary services like Discord bots is needed alongside data processing tasks.