Handbook
Welcome to the Polyglot MCP handbook. Polyglot MCP is a local GPU translation server that translates text between 57 languages using TranslateGemma via Ollama. No cloud services, no API keys, no rate limits – by default everything runs on your machine, and a remote Ollama such as Ollama Cloud is opt-in.
What’s inside
Section titled “What’s inside”- Getting Started – Install Ollama, pull a model, add to your MCP client
- Tools – All 6 MCP tools in detail
- Features – Auto-start, chunking, caching, validation, and more
- Reference – Supported languages, performance, architecture, environment variables
- For Beginners – New to Polyglot MCP? Start here for a gentle introduction