Google PageRank for AI agents. 25,000+ tools indexed.

ironcalc-mcp MCP Server

yolonir/ironcalc-mcp

Score: 53.0 Rank #65 MCP Server
Are you the maintainer of yolonir/ironcalc-mcp? Claim this listing →

MCP server for IronCalc spreadsheet engine

Add AgentRank to Claude Code Discover and compare tools like yolonir/ironcalc-mcp — your AI finds the right one automatically
Get API Access →
claude mcp add agentrank -- npx -y agentrank-mcp-server

Overview

yolonir/ironcalc-mcp is a Python MCP server licensed under MIT. MCP server for IronCalc spreadsheet engine Topics: excel, mcp, spreadsheet, spreadsheets, ironcalc.

Ranked #65 out of 129 indexed tools.

Actively maintained with commits in the last week.

Ecosystem

Python MIT 175 pypi/wk
excelmcpspreadsheetspreadsheetsironcalc

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 3

3 stars → early stage

Freshness 25% 1d ago

Last commit 1d ago → actively maintained

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 1

1 contributor → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads 13% 175/wk

175 weekly installs → early adoption

Forks 0
Description Brief
License MIT

Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

Badge all embed codes →

AgentRank score for yolonir/ironcalc-mcp
[![AgentRank](https://agentrank-ai.com/api/badge/tool/yolonir--ironcalc-mcp)](https://agentrank-ai.com/tool/yolonir--ironcalc-mcp/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)
<a href="https://agentrank-ai.com/tool/yolonir--ironcalc-mcp/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/badge/tool/yolonir--ironcalc-mcp" alt="AgentRank"></a>

Embed Widget docs →

Embed a rich score widget on your site or blog.

<script src="https://agentrank-ai.com/embed.js" data-tool="yolonir/ironcalc-mcp"></script>

Matched Queries

"mcp server""mcp-server"

From the README

# ironcalc-mcp

 

MCP server for the [IronCalc](https://www.ironcalc.com/) spreadsheet engine. Create, read, edit, and save xlsx files through the Model Context Protocol.

Covers the full surface of the [IronCalc Python SDK](https://pypi.org/project/ironcalc/) - everything you can do with `ironcalc` in Python, you can do through MCP.

## Motivation

I was really inspired by [paper.design](https://paper.design/)'s real-time MCP workflow, where exposing a design tool via MCP enables custom, extensible agent workflows that feel native rather than bolted on.

Current AI-spreadsheet integrations (like Claude's cowork mode for Excel) add an unnecessary layer of abstraction - the agent writes Python code that manipulates Excel, instead of talking to the spreadsheet directly. This MCP server removes that indirection. Agents read cells, write formulas, and get evaluated results in one hop. No codegen middleman, no openpyxl glue scripts.

Huge thanks to the [IronCalc](https://github.com/ironcal
Read full README on GitHub →

Get the weekly AgentRank digest

Top movers, new tools, ecosystem insights — straight to your inbox.