Excel Explorer
Empower Large Language Models to read, explore, and analyze Excel files directly.
About
Excel Explorer is an MCP server designed to bridge the gap between Large Language Models (LLMs) and Excel files. Built with FastMCP and pandas, it transforms complex spreadsheets into interactive, AI-queryable datasets. This enables LLMs like Claude to perform a wide range of operations, from basic file management and data discovery to in-depth statistical analysis and data quality reporting, making Excel data accessible and actionable for artificial intelligence.
Key Features
- Advanced data discovery including schema analysis and sample data generation
- Detailed column statistics and dataset summaries
- Integration with Large Language Models via Model Context Protocol (MCP)
- Built on FastMCP for high performance and reliable data handling
- 1 GitHub stars
- Comprehensive Excel file operations (load, list sheets, get metadata)
Use Cases
- Enabling AI models to autonomously interact with and analyze spreadsheet data
- Automating data exploration and reporting directly from Excel files using LLMs
- Developing AI applications that require understanding and querying structured data in Excel format
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