mcp-excel

by jwadow · Productivity · ★ 47

mcp-excel is an MCP server by jwadow. MCP server for AI agents to analyze Excel spreadsheets through atomic operations. Like SQL for Excel. Fast, accurate, and efficient. No context overflow. It has 47 GitHub stars and ranks #375 of 1809 in Productivity by stars.

Category: Productivity
Author: jwadow
GitHub stars: 47
This week: Tracking since 18 Oct 2026
Language: Python
License: AGPL-3.0 (open source)
Last update: 2026-02-28 (8 months ago)
Links: Source

aggregation
ai-agent
claude-code
data-analytics
data-validation
excel
filtering
mcp
mcp-server
mcp-tools
opencode
pandas
+7 more

How to install mcp-excel

Install steps differ per project, so follow the README in the mcp-excel repository. Most MCP servers start with a single command (npx -y <package>, uvx <package> or a Docker image) that you add to your client's config. The install guide shows where that goes in Claude Code, Claude Desktop, Cursor and VS Code.

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Frequently asked questions

What is mcp-excel?

mcp-excel is an MCP server by jwadow in the Productivity category. MCP server for AI agents to analyze Excel spreadsheets through atomic operations. Like SQL for Excel. Fast, accurate, and efficient. No context overflow. It has 47 GitHub stars and ranks #375 of 1809 in Productivity by stars.

Is mcp-excel free and open source?

Yes. mcp-excel is published under the AGPL-3.0 license, so you can run, modify and self-host it at no cost. If it connects to a paid service, that service's own pricing and API terms still apply. Check the repository for the exact license text before using it commercially.

What are the alternatives to mcp-excel?

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Data last updated 25 October 2026. Stars and downloads are refreshed every day from GitHub and npm.