translator-ai
translator-ai is an MCP server, listed under model apis. It reaches gemini and openai. It needs GEMINI_API_KEY and OPENAI_API_KEY to authenticate. Its repository has 5 GitHub stars and is licensed under NOASSERTION; we last read it on 2026-10-22.
Translates JSON files for internationalization using Google Gemini and Ollama APIs, supports incremental caching and multi-file deduplication, and offers batch processing and cross-platform compatibility.
Install
Read from translator-ai’s own README, close to verbatim -- not written by us, and not guessed.
translator-ai source.json -l es -o spanish.json
What it reaches, and what it needs
What it connects to
Unverified means a mention in the server’s own description, not a citation. A wrong claim here costs nothing to correct and nothing to trust yet.
Maintenance
🌐 Multi-provider AI translation tool for JSON i18n files. Features: Google Gemini & Ollama support, incremental caching, multi-file deduplication, MCP server, batch processing, and cross-platform compatibility. Ideal for developers managing multilingual applications.
translator-ai compared with similar servers
| Server | Reaches | Needs | Stars | Last update | Licence |
|---|---|---|---|---|---|
| translator-ai (this page) | gemini, openai | GEMINI_API_KEY, OPENAI_API_KEY | 5 | 2025-06-20 | NOASSERTION |
| just-prompt | anthropic, deepseek, gemini, groq, openai(2 shared) | ANTHROPIC_API_KEY, DEEPSEEK_API_KEY, GEMINI_API_KEY, GROQ_API_KEY, OPENAI_API_KEY | 739 | 2025-08-10 | — |
| mcp | fastmcp, gemini, openai(2 shared) | DB_PASSWORD, DB_SSL_KEY, FASTMCP_SERVER_AUTH_GITHUB_CLIENT_SECRET, FASTMCP_SERVER_AUTH_GOOGLE_CLIENT_SECRET, GEMINI_API_KEY, OPENAI_API_KEY | 209 | 2026-08-10 | MIT |
| mcp-image | gemini, openai(2 shared) | GEMINI_API_KEY | 181 | 2026-10-22 | MIT |
| schemagate | anthropic, entra, gemini, mysql, openai, postgres, schemagate(2 shared) | ANTHROPIC_API_KEY, ENTRA_CLIENT_SECRET, GEMINI_API_KEY, OPENAI_API_KEY, SCHEMAGATE_AUDIT_SIGNING_KEY | 105 | 2026-10-22 | Apache-2.0 |
| brainstorm-mcp | deepseek, gemini, openai(2 shared) | DEEPSEEK_API_KEY, GEMINI_API_KEY, OPENAI_API_KEY | 71 | 2026-09-29 | MIT |
Ranked by services in common with translator-ai, then by stars. Figures are from each repository when we last read it.
Common questions about translator-ai
- What does translator-ai do?
- Translates JSON files for internationalization using Google Gemini and Ollama APIs, supports incremental caching and multi-file deduplication, and offers batch processing and cross-platform compatibility.
- How do I install translator-ai?
- Its own README gives this command: translator-ai source.json -l es -o spanish.json. Run it where your MCP client can launch the server, and check the README for any settings it asks for.
- What does translator-ai connect to, and what does it need?
- It reaches gemini and openai. The credentials we found in its source are GEMINI_API_KEY and OPENAI_API_KEY.
- Is translator-ai official and is it maintained?
- We found nothing naming it as a vendor’s official server. Its repository has 5 GitHub stars and its state in our directory is stale. Its last commit we recorded was on 2025-06-20.
- What licence does translator-ai use?
- The repository declares the NOASSERTION licence.
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