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Polyglot Translation

MCP (Model Context Protocol) Server. Provides translation services between six languages (Arabic, Chinese, English, French, Russian, and Spanish) with domain-specific context for legal, medical, and general use cases, plus formality controls for professional document translation and cross-cultural communication.

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Jan 11, 2026

Polyglot - Model Contexts Protocol for Translation

Polyglot is an open-source implementation of the Model Contexts Protocol (MCP) focused on translation services. It provides a standardized way to handle translation requests across multiple languages using Claude Sonnet 3.5.

Supported Languages

  • Arabic (ar)
  • Chinese (zh)
  • English (en)
  • French (fr)
  • Russian (ru)
  • Spanish (es)

Features

  • Standardized translation request format
  • Support for multiple domains (legal, medical, general)
  • Formality level control (formal/informal)
  • Claude Sonnet 3.5 integration
  • MCP protocol server (via FastMCP)
  • API key authentication

Installation

Using uv (Recommended)

# Install uv if you haven't already
curl -LsSf https://astral.sh/uv/install.sh | sh

# Install the package and its dependencies
uv pip install .

# For development, install with dev dependencies
uv pip install ".[dev]"

Using pip

# Install the package and its dependencies
pip install .

# For development, install with dev dependencies
pip install ".[dev]"

Configuration

  1. Create a .env file in your project root:
ANTHROPIC_API_KEY=your_api_key_here
  1. Make sure to keep your API key secure and never commit it to version control.

Running the MCP Server

To run the MCP server, use the following command:

uv run polyglot/server.py

This will start the server on the configured port (default: 8001).

Testing the MCP Server

You can test the MCP server using a simple client script. For example, to test the health check resource, create a file named test_client.py with the following content:

import requests

response = requests.get("http://localhost:8001/health")
print(response.text)

Run the test client with:

uv run test_client.py

You should see the output: "Service is healthy".

Environment Variables

Make sure to set your Anthropic API key in a .env file in the project root:

ANTHROPIC_API_KEY=your_api_key_here

Additional Notes

  • The server uses the Model Context Protocol (MCP) to expose tools and resources.
  • Ensure all dependencies are installed using uv or pip.
  • For more details, refer to the project documentation.

Protocol Specification

The translation request follows this JSON structure:

{
  "version": "1.0",
  "type": "translation_request",
  "metadata": {
    "source_language": "fr",
    "target_language": "en",
    "domain": "legal",
    "formality": "formal",
    "api_key": "your_api_key_here"  // Required for authentication
  },
  "data": {
    "text": "Le contrat a été signé hier à Genève."
  }
}

Development

To set up the development environment:

# Install uv if you haven't already
curl -LsSf https://astral.sh/uv/install.sh | sh

# Create and activate a virtual environment
uv venv
source .venv/bin/activate  # On Unix/macOS
# or
.venv\Scripts\activate  # On Windows

# Install development dependencies
uv pip install ".[dev]"

License

MIT License

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