Excel MCP Server Tops GitHub Trending, Enables LLM Direct Table Manipulation

haris-musa/excel-mcp-server is a server based on the Model Context Protocol designed specifically for operating Excel files. The project has gained 4009 stars on GitHub, with 31 new stars in the last 7 days, and is written in Python. It enables LLMs or AI agents to read, write, and manipulate Excel spreadsheets directly via the MCP protocol, automating office workflows. For developers or automation teams handling large volumes of Excel data, this server significantly lowers the barrier to interacting with Excel. Instead of writing complex VBA or Pandas scripts, they can use an MCP client to let AI agents directly perform data sorting, formula insertion, and other tasks, boosting office automation efficiency.