A

AI Translation

Translates JSON internationalization files using multiple translation providers (Google Gemini, Open...

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Updated Sep 14, 2025
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Translates JSON internationalization files using multiple translation providers (Google Gemini, OpenAI, Ollama/DeepSeek) with intelligent caching, deduplication across files, and format preservation to minimize API costs while maintaining exact JSON structure and consistent results across target languages.
  1. Sign up or log in to the relevant AI provider:

  2. Obtain your API key:

    • If using Google Gemini:
      • Click “Get API Key” in Google AI Studio.
      • Follow prompts to create a new API key for your project.
      • Copy the generated API key.
    • If using OpenAI:
      • Click “Create new secret key” on the API Keys page.
      • Enter a name/label for the key if prompted.
      • Copy the API key displayed (it will not be shown again).
  3. Add the API key to the FastMCP connection interface:

    • Press the "Install Now" button to add a new ENV.
    • For Google Gemini, set the ENV variable as follows:
      • Key: GEMINI_API_KEY
      • Value: (Paste your copied Gemini API key)
    • For OpenAI, set the ENV variable as follows:
      • Key: OPENAI_API_KEY
      • Value: (Paste your copied OpenAI API key)
  4. (Optional) If you want to use Ollama for local translation:

    • Install Ollama on your system.
    • No API key is required, but you can specify the provider:
      • Key: TRANSLATOR_PROVIDER
      • Value: ollama (in the FastMCP ENVs interface)
  5. Save the configuration in the FastMCP interface.

    • Make sure the values are correct and save your changes.
  6. Proceed with connecting and running translations via MCP.

    • The API keys/ENV values will be injected as needed by the system.

Note: You only need to add the ENV variable for the provider you’re actively using (either Gemini or OpenAI). Do not share your API key publicly.

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