native

native - MCP Translation Server

A stdio-based MCP (Model Context Protocol) server that provides translation between Chinese and English using the Youdao translation API.

Features

• Dual Mode Operation

  • Pure text mode: Pipe text directly for translation
  • MCP protocol mode: Full JSON-RPC MCP support

• Auto Language Detection

  • Automatically detects source language (Chinese/English)
  • Translates to the opposite language by default

• Youdao Translation API

  • Uses the free public Youdao API
  • No API key required

Installation

go build -o native main.go

Usage

Pure Text Mode

Pipe plain text to get translation:

# English to Chinese
echo "hello world" | ./native
# Output: 你好世界

# Chinese to English
echo "你好世界" | ./native
# Output: hello world

MCP Protocol Mode

Use via any MCP-compatible client (e.g., Claude Desktop):

{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "translate",
    "arguments": {
      "text": "hello world"
    }
  }
}

Response:

{
  "original_text": "hello world",
  "translated_text": "你好世界",
  "source_lang": "en",
  "target_lang": "zh-CN"
}

MCP Tool: translate

Arguments:

Project Structure

native/
├── main.go                  # Entry point with mode detection
├── go.mod
├── go.sum
├── LICENSE                  # MIT License
├── .gitignore
├── .markdownlint.json
├── README.md
└── pkgs/
    ├── domain/              # Business entities
    │   ├── entity.go
    │   └── repository.go
    ├── application/         # Use cases
    │   └── service.go
    └── infrastructure/      # External implementations
        └── translator/
            └── youdao.go

Architecture

The project follows Domain-Driven Design (DDD) principles:

• Domain Layer: Business entities and repository interfaces
• Application Layer: Use cases and orchestration
• Infrastructure Layer: External service implementations (Youdao API)

Logging

Logs are written to ~/logs/native-mcp.log to avoid polluting stdio.

License

MIT License - see LICENSE for details.