haris-musa/excel-mcp-server

Overview

A Python-based server that implements the Model Context Protocol (MCP) for programmatic Excel file manipulation. It enables AI agents and MCP-compatible clients to read, write, and modify Excel spreadsheets through a standardized interface.

Best for

Best for
Developers building AI agents that need reliable, protocol-based read/write access to Excel files.

Use cases

• Reading data from Excel files into an AI agent's context
• Writing structured data from LLM outputs into spreadsheet cells
• Automating repetitive Excel tasks like formatting or formula insertion

How to use

Install

uvx excel-mcp-server stdio

Tested with

Cursor

Notes

A Python-based server that implements the Model Context Protocol (MCP) for programmatic Excel file manipulation. It enables AI agents and MCP-compatible clients to read, write, and modify Excel spreadsheets through a standardized interface.

3,889 stars on GitHub. Last updated 2026-04-12. Licensed MIT.

Use cases

• Reading data from Excel files into an AI agent’s context
• Writing structured data from LLM outputs into spreadsheet cells
• Automating repetitive Excel tasks like formatting or formula insertion

Pros

• Open-source with a large community following (3,889 stars)
• Clean Python codebase that is easy to extend or audit
• Standard MCP interface makes it pluggable into multiple AI assistants

Cons

• Requires a MCP-compatible client or host to be useful
• Python runtime and dependencies must be installed on the target system
• Limited to operations exposed by the MCP protocol; not a full Excel automation suite

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.