10 actions in 8 pieces of software · ranked by words, meaning and measured trust · 616 ms

1. 1i18n-ai-translateverified and signedpassport

   librarytaahamahdi/i18n-ai-translaterecord

   • taahamahdi/i18n-ai-translate

     Auto-translate i18n files on every PR with ChatGPT, Claude, Gemini, or Ollama - JSON, PO, YAML, TS/JS

2. 2ai-i18nverified and signedpassport

   libraryi18n-actions/ai-i18nrecord

   • i18n-actions/ai-i18n

     Automatically translate i18n files using LLM providers (Anthropic, OpenAI, Ollama, AWS Bedrock)

3. 3i18n Autopilotverified and signedpassport

   libraryisabellehuecloser-ctrl/i18n-autopilotrecord

   • isabellehuecloser-ctrl/i18n-autopilot

     Auto-translate missing i18n keys on every pull request using AI.

4. 4i18n-agentfound in code, not yet checkedno passport yet
   • translate_text

     Translate text content with cultural adaptation using AI subagents. Supports single or multi-language translation via targetLanguages parameter (string for single, array for multiple). For large requests (>100 texts or >50,000 characters), returns a jobId for async processing. Use check_translation_

5. 5i18n-locale-mcpfound in code, not yet checkedno passport yet
   • localize

     Translate source text into one or more locales and post-process (lint + glossary). With an OpenAI-compatible provider configured it returns real translations; otherwise it returns structured translation jobs (it never fabricates output).

6. 6ai-i18nfound in code, not yet checkedno passport yet

   MCP serverbosens-china/ai-i18n

   • ai_i18n_set_translations

     Atomically update raw Translation Memory values in project JSON shards by message source and optional comment. Use one default_locale with item locales omitted for a single-locale batch, or omit it and provide every item locale. The same message is shared across every source file. Identical duplicat

   • ai_i18n_list_translations

     Inspect extracted source files and raw Translation Memory values from project JSON shards. Omit source_files on the first call. view defaults to missing and returns one writable message object per shared source and comment; summary returns per-file counts; all returns every message. source_contains

   • ai_i18n_list_cache_candidates

     Read a page of up to ten distinct eligible SQLite suggestions with provenance for one exact active message and locale. This optional tool never writes project JSON or SQLite, and suggestions must be chosen explicitly before using set_translations. Requires @ai-i18n/sqlite installed in the target app

7. 7dei18n-platformfound in code, not yet checkedno passport yet

   MCP serverdlouxgit/dei18n-platform

   • ai_translate

     AI 翻译（单条）：将一条中文文本翻译为指定目标语言，使用音乐行业术语。仅翻译不写入数据库，需要写入请配合 add_translation 使用。如有多条文本需要翻译，请使用 ai_batch_translate。

8. 8internationalization-i18nverified and signedpassport

   skillaj-geddes/useful-ai-promptsrecord

   • internationalization-i18n

     Implement internationalization (i18n) and localization including message extraction, translation catalogs, pluralization rules, date/time/number formatting, RTL language support, and i18n libraries like i18next and gettext. Use for multi-language, translation, or localization needs.