Translator Ai MCP Server

Fast JSON i18n translator with AI support (Google Gemini, OpenAI & Ollama), incremental caching, multi-file deduplication, and MCP support

Local serverstdioPython

What is the Translator Ai MCP Server?

Fast JSON i18n translator with AI support (Google Gemini, OpenAI & Ollama), incremental caching, multi-file deduplication, and MCP support

What you get

  • Multiple AI Providers — Choose between Google Gemini, OpenAI (cloud) or Ollama/DeepSeek (local) for translations
  • Multi-File Support — Process multiple files with automatic deduplication to save API calls
  • Incremental Caching — Only translates new or modified strings, dramatically reducing API calls
  • Batch Processing — Intelligently batches translations for optimal performance
  • Path Preservation — Maintains exact JSON structure including nested objects and arrays
  • Cross-Platform — Works on Windows, macOS, and Linux with automatic cache directory detection

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Maintainer setup documentation.

Recorded tools

Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.

ToolWhat it does
inputFilePath to source file
targetLanguageTarget language code
outputFileOutput file path
patternFile pattern or paths
outputPatternOutput pattern with {dir}, {name}, {lang} variables
showStatsShow deduplication statistics (optional)

How to install the Translator Ai MCP Server

claude mcp add translator-ai --env GEMINI_API_KEY=your-value --env TRANSLATOR_PROVIDER=your-value --env OPENAI_API_KEY=your-value -- npx -y js-yaml

Configuration

VariableDescriptionRequired
GEMINI_API_KEYCredential the server authenticates with.Yes
TRANSLATOR_PROVIDERConfiguration value read at startup.Optional
OPENAI_API_KEYCredential the server authenticates with.Yes

Example prompts to try

  • “Use Translator Ai to inputFile.”
  • “Use Translator Ai to targetLanguage.”
  • “Use Translator Ai to outputFile.”

Frequently asked questions

Fast JSON i18n translator with AI support (Google Gemini, OpenAI & Ollama), incremental caching, multi-file deduplication, and MCP support Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.