doc-translator-mcp / 文档翻译 MCP

An MCP server that translates documents (PPTX, PDF, DOCX, XLSX) while preserving the original layout — including text embedded in images. Works with any LLM client that supports MCP.

一个 MCP 服务器，可翻译文档（PPTX、PDF、DOCX、XLSX），保持原始排版格式不变，并支持翻译图片中嵌入的文字。兼容所有支持 MCP 协议的 LLM 客户端。

Features / 功能亮点

• Any language pair — Chinese ↔ English, French ↔ Japanese, or any combination the host LLM supports
• No API key required for text translation — uses whatever LLM is running in your client
• Optional image translation — set GEMINI_API_KEY to automatically translate text in screenshots, diagrams, and charts via Gemini
• Format preservation — fonts, colors, sizes, positioning all maintained; font size auto-scales for longer translations
• Smart image filtering — skips icons, logos, and duplicates to minimize API calls
• Best with Claude — tested and optimized for Claude; other LLMs may work but results vary

Supported Formats / 支持格式

Install / 安装

Add to your MCP client config (Cursor, CodeBuddy, Claude Desktop, etc.):

{
  "mcpServers": {
    "doc-translator": {
      "command": "uvx",
      "args": ["doc-translator-mcp"],
      "env": {
        "GEMINI_API_KEY": "<optional-google-ai-api-key>"
      }
    }
  }
}

That's it. uv downloads and runs the server automatically.

GEMINI_API_KEY is optional. Without it, text translation works fully; only image translation (PPTX) requires it. Get a free key at https://aistudio.google.com/apikey

Alternative: pip install

pip install doc-translator-mcp

Then use "command": "doc-translator-mcp" instead of uvx.

How It Works / 工作原理

User: "Translate this PPT to English"
       请帮我把这个PPT翻译成英文

  1. extract_document(file_path)
     → Returns text blocks with IDs and context
       返回带有唯一ID和上下文的文本块

  2. LLM translates each text block
     LLM 翻译每个文本块

  3. extract_images(file_path)             [PPTX only]
     → Filters out icons, logos, duplicates
       过滤掉图标、Logo 和重复图片
     → If GEMINI_API_KEY: translate_images() for auto translation
       如有 API Key：自动翻译图片中的文字
     → If no key: LLM adds text annotations beside images
       如无 Key：LLM 在图片旁添加文字注释

  4. rebuild_document(translations, image_replacements)
     → Produces translated file preserving original layout
       生成保持原始排版的翻译文档

Translation Modes / 翻译模式

Tools / 工具列表

Example / 使用示例

You: 请帮我把这个PPT翻译成英文 /path/to/报告.pptx

AI: [calls extract_document] → 281 text blocks extracted
AI: [translates all blocks Chinese → English]
AI: [calls extract_images] → 16 unique images found
AI: [calls translate_images] → 11 images translated via Gemini
AI: [calls rebuild_document]
AI: Done! Saved to /path/to/报告_translated.pptx

Architecture / 技术架构

┌──────────────────────────────────────────┐
│  LLM Client (Cursor / CodeBuddy / Claude)│
│  └─ uses its own LLM for text translation│
└──────────────────┬───────────────────────┘
                   │ MCP (STDIO)
                   ▼
┌──────────────────────────────────────────┐
│  doc-translator-mcp                      │
│  ├─ pptx_handler  (text + images)        │
│  ├─ pdf_handler   (text overlay)         │
│  ├─ docx_handler  (text replace)         │
│  └─ xlsx_handler  (cell replace)         │
└──────────────────┬───────────────────────┘
                   │ optional
                   ▼
┌──────────────────────────────────────────┐
│  Gemini API (image translation)          │
└──────────────────────────────────────────┘

Environment Variables / 环境变量

License

MIT