io.github.ewalid/rosetta-mcp

编码与调试

by ewalid

由 AI 驱动的 Excel 翻译工具,在翻译内容时保留 formatting、formulas 和 data integrity。

什么是 io.github.ewalid/rosetta-mcp

由 AI 驱动的 Excel 翻译工具,在翻译内容时保留 formatting、formulas 和 data integrity。

README

Rosetta

PyPI version Python 3.11+ License: MIT

AI-powered Excel translation CLI. Translates Excel files while preserving formatting, formulas, and data integrity.

What it does

Rosetta translates all text in your Excel files using Claude AI, without breaking:

  • Formulas and calculations
  • Formatting (fonts, colors, borders)
  • Merged cells and layouts
  • Charts and images
  • Dropdown menus
  • Rich text (bold, italic within cells)

Prerequisites

You need a Claude API key from Anthropic.

  1. Go to console.anthropic.com
  2. Create an account (or sign in)
  3. Go to API Keys and create a new key
  4. Copy the key (starts with sk-ant-...)

Note: API usage is billed by Anthropic. See anthropic.com/pricing for current rates. Translating a typical Excel file costs a few cents.

Installation

Install from PyPI:

bash
pip install rosetta-xl

Then set your API key:

bash
# Linux/macOS
export ANTHROPIC_API_KEY=sk-ant-your-key-here

# Windows (Command Prompt)
set ANTHROPIC_API_KEY=sk-ant-your-key-here

# Windows (PowerShell)
$env:ANTHROPIC_API_KEY="sk-ant-your-key-here"

Or create a .env file in your working directory:

code
ANTHROPIC_API_KEY=sk-ant-your-key-here

Usage

bash
# Translate to French
rosetta input.xlsx -t french

# Translate to Spanish with custom output name
rosetta input.xlsx -t spanish -o translated.xlsx

# Specify source language (auto-detected by default)
rosetta input.xlsx -s english -t german

# Translate only specific sheets
rosetta input.xlsx -t french --sheets "Sheet1" --sheets "Data"

# Add context for better translations (e.g., domain-specific terms)
rosetta input.xlsx -t french -c "Medical terminology document"

Options

OptionShortDescription
--target-lang-tTarget language (required)
--source-lang-sSource language (auto-detect if omitted)
--output-oOutput file path (default: input_translated.xlsx)
--sheetsSheets to translate (can repeat, default: all)
--context-cDomain context for better accuracy
--batch-size-bCells per API call (default: 50)

Examples

Translate a price list to multiple languages:

bash
rosetta prices.xlsx -t french -o prices_fr.xlsx
rosetta prices.xlsx -t german -o prices_de.xlsx
rosetta prices.xlsx -t spanish -o prices_es.xlsx

Translate a medical form with context:

bash
rosetta patient_form.xlsx -t french -c "Medical intake form with clinical terminology"

Translate only the "Questions" sheet:

bash
rosetta survey.xlsx -t japanese --sheets "Questions"

Troubleshooting

"ANTHROPIC_API_KEY not set"

  • Make sure you've exported the key: export ANTHROPIC_API_KEY=sk-ant-...
  • Or create a .env file with the key

"Invalid API key"

"Rate limit exceeded"

  • You've hit Anthropic's rate limits. Wait a minute and try again
  • Or reduce batch size: rosetta input.xlsx -t french -b 20

How it works

  1. Extracts all text cells from your Excel file
  2. Sends text to Claude AI for translation (in batches)
  3. Writes translations back, preserving all formatting
  4. Saves the translated file

Your original file is never modified.

Web App & API

Rosetta also includes a web application and REST API for browser-based translations.

Running the API server

bash
# Install with uv (recommended)
uv sync

# Start the server
uv run uvicorn rosetta.api:app --reload

# Or with pip
pip install -e .
uvicorn rosetta.api:app --reload

The API runs at http://localhost:8000 by default.

Running the frontend

bash
cd frontend
npm install
npm run dev

The frontend runs at http://localhost:5173 and connects to the API.

API Endpoints

EndpointMethodDescription
/translatePOSTTranslate an Excel file (returns file)
/translate-streamPOSTTranslate with real-time progress via SSE
/estimatePOSTGet cell count and cost estimate
/sheetsPOSTList sheet names in a file
/countPOSTCount translatable cells
/previewPOSTPreview cells that will be translated
/healthGETHealth check

Real-time Progress

The /translate-stream endpoint uses Server-Sent Events (SSE) to stream translation progress in real-time. The frontend automatically falls back to the standard /translate endpoint on networks that don't support SSE (e.g., corporate proxies).

MCP Integration

Rosetta includes MCP (Model Context Protocol) servers for both Claude Desktop and Claude Web.

For Claude Desktop (Local)

Add to your Claude Desktop config (~/Library/Application Support/Claude/claude_desktop_config.json):

json
{
  "mcpServers": {
    "rosetta": {
      "command": "uv",
      "args": ["run", "--directory", "/path/to/rosetta", "python", "-m", "rosetta.api.mcp"],
      "env": {
        "ANTHROPIC_API_KEY": "your-key-here"
      }
    }
  }
}

Usage: Use local file paths for best results.

code
Translate ~/Downloads/report.xlsx to French

For Claude Web (Browser)

Note: Claude.ai does not yet support custom MCP servers in the browser (as of January 2026).

Current recommendation: Use the web app for browser-based translations.

See MCP_USAGE.md for detailed instructions.

Requirements

  • Python 3.11+
  • Anthropic API key

License

MIT

常见问题

io.github.ewalid/rosetta-mcp 是什么?

由 AI 驱动的 Excel 翻译工具,在翻译内容时保留 formatting、formulas 和 data integrity。

相关 Skills

网页构建器

by anthropics

Universal
热门

面向复杂 claude.ai HTML artifact 开发,快速初始化 React + Tailwind CSS + shadcn/ui 项目并打包为单文件 HTML,适合需要状态管理、路由或多组件交互的页面。

在 claude.ai 里做复杂网页 Artifact 很省心,多组件、状态和路由都能顺手搭起来,React、Tailwind 与 shadcn/ui 组合效率高、成品也更精致。

编码与调试
未扫描114.1k

前端设计

by anthropics

Universal
热门

面向组件、页面、海报和 Web 应用开发,按鲜明视觉方向生成可直接落地的前端代码与高质感 UI,适合做 landing page、Dashboard 或美化现有界面,避开千篇一律的 AI 审美。

想把页面做得既能上线又有设计感,就用前端设计:组件到整站都能产出,难得的是能避开千篇一律的 AI 味。

编码与调试
未扫描114.1k

网页应用测试

by anthropics

Universal
热门

用 Playwright 为本地 Web 应用编写自动化测试,支持启动开发服务器、校验前端交互、排查 UI 异常、抓取截图与浏览器日志,适合调试动态页面和回归验证。

借助 Playwright 一站式验证本地 Web 应用前端功能,调 UI 时还能同步查看日志和截图,定位问题更快。

编码与调试
未扫描114.1k

相关 MCP Server

GitHub

编辑精选

by GitHub

热门

GitHub 是 MCP 官方参考服务器,让 Claude 直接读写你的代码仓库和 Issues。

这个参考服务器解决了开发者想让 AI 安全访问 GitHub 数据的问题,适合需要自动化代码审查或 Issue 管理的团队。但注意它只是参考实现,生产环境得自己加固安全。

编码与调试
83.4k

by Context7

热门

Context7 是实时拉取最新文档和代码示例的智能助手,让你告别过时资料。

它能解决开发者查找文档时信息滞后的问题,特别适合快速上手新库或跟进更新。不过,依赖外部源可能导致偶尔的数据延迟,建议结合官方文档使用。

编码与调试
52.2k

by tldraw

热门

tldraw 是让 AI 助手直接在无限画布上绘图和协作的 MCP 服务器。

这解决了 AI 只能输出文本、无法视觉化协作的痛点——想象让 Claude 帮你画流程图或白板讨论。最适合需要快速原型设计或头脑风暴的开发者。不过,目前它只是个基础连接器,你得自己搭建画布应用才能发挥全部潜力。

编码与调试
46.3k

评论