# TranslateGemma

> Use this tool when you need to translate text across 55 languages, including Asian languages, with high accuracy and speed. It solves language barriers in various applications, from document translation to real-time conversations, and accepts text inputs through a FastAPI web interface, REST API, or MCP server integration. Outputs are translated text, making it ideal for use cases requiring multilingual support, such as global communication, language learning, and content localization.

Canonical page: https://skillsregistry.net/skills/neosun100-translategemma  
JSON: https://api.skillsregistry.net/v1/skills/neosun100-translategemma

## Description

Local AI translation service built on Google's TranslateGemma models supporting 55 languages including Cantonese, Chinese, Japanese, and Korean. Features multiple deployment options via Docker with GPU acceleration, intelligent 100-token chunking for long documents, and multiple backend options including GGUF quantization, MLX for Apple Silicon, and PyTorch with CUDA. Provides FastAPI web interface, REST API, and MCP server integration with automatic model management and memory optimization.

## Trust

- **Trust score (0–1):** 0.63
- **Verification tier:** scanned
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** cloud-infra
- **Updated:** 2026-09-19

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/neosun100-translategemma)
- **Repository:** <https://github.com/neosun100/translategemma>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "neosun100-translategemma"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/neosun100-translategemma` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/neosun100-translategemma/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt