Excel Explorer

Excel MCP server that provides comprehensive dataset exploration capabilities for Excel files (.xlsx and .xls) through pandas-powered data analysis tools. Built with FastMCP and featuring robust caching, it exposes tools for loading files, listing sheets, extracting schemas with semantic type detection, sampling data (head/tail/random), analyzing individual columns with statistics, and generating dataset summaries with data quality metrics. Designed for data analysts and researchers who need to quickly understand Excel datasets through conversational interfaces, supporting workflows like initial data exploration, column profiling, and data quality assessment without requiring manual spreadsheet navigation.