Explore AI translation tools and agent skills for multilingual content, i18n, and language conversion.
Translation tools are AI-powered software designed to help developers and teams tackle translation-related tasks more efficiently. These tools are typically published as open-source projects on GitHub and can be integrated into existing workflows via MCP (Model Context Protocol), Claude Skills, or standalone agent frameworks. On Agent Skills Hub, we index 10 quality-scored translation tools across languages including PHP, Go, Dart.
In 2026, the AI agent ecosystem is maturing rapidly. Translation tools can significantly boost development efficiency by automating repetitive tasks, reducing human error, and providing intelligent suggestions. The top 3 tools — laravel-gemini-translator, KrillinAI, jta — have earned an average of 6,267 GitHub stars, reflecting strong community validation. 9 of the listed tools come with clear open-source licenses, ensuring freedom to use and modify.
When choosing a translation tool, consider these factors: 1) Community activity — GitHub stars and recent commit frequency indicate reliability; 2) Integration method — check if it supports MCP, Claude, or your preferred agent framework; 3) Language compatibility — the most common language in this list is PHP; 4) Quality score — Agent Skills Hub's composite score evaluates code quality, documentation completeness, and maintenance activity. Our recommendation: start with laravel-gemini-translator — it ranks highest in both star count and quality score.
Laravel Gemini AI Translation Extractor scans your Laravel project for translation keys, uses Google Gemini AI for translations, and generates language files automatically—streamlining and accelerating your localization workflow.
Video translation and dubbing tool powered by LLMs. The video translator offers 100 language translations and one-click full-process deployment. The video translation output is optimized for platforms like YouTube，TikTok. AI视频翻译配音工具，100种语言双向翻译，一键部署全流程，可以生抖音，小红书，哔哩哔哩，视频号，TikTok，Youtube等形态的内容成适配
AI-powered JSON translation tool with agentic reflection using OpenAI, Anthropic, and Gemini APIs
A command-line tool for automatically adding missing message translations to ARB files using Google Gemini LLM by LeanCode
🦞 OpenClaw (Clawdbot/Moltbot) 汉化版 - 开源个人 AI 助手中文版 | Claude/ChatGPT LLM 接入 | WhatsApp/Telegram/Discord 多平台 | 每小时自动同步 | CLI + Dashboard 全中文 | 全流程搭建教程，以及排错指南！
Claude Code skill that translates entire books (PDF/DOCX/EPUB) into any language using parallel subagents
AI plugin to enhance and accelerate Flutter & Dart development, built by Very Good Ventures
AI plugin to enhance and accelerate Flutter & Dart development, built by Very Good Ventures
[EMNLP 2025 Demo] PDF scientific paper translation with preserved formats - 基于 AI 完整保留排版的 PDF 文档全文双语翻译，支持 Google/DeepL/Ollama/OpenAI 等服务，提供 CLI/GUI/MCP/Docker/Zotero
🎬 卡卡字幕助手 | VideoCaptioner - 基于 LLM 的智能字幕助手 - 视频字幕生成、断句、校正、字幕翻译全流程处理！- A powered tool for easy and efficient video subtitling.
| Tool | Stars | Language | License | Score |
|---|---|---|---|---|
| laravel-gemini-translator | ★ 68 | PHP | MIT | 41 |
| KrillinAI | ★ 9.7k | Go | GPL-3.0 | 40 |
| jta | ★ 126 | Go | MIT | 30 |
| arb_translate | ★ 67 | Dart | Apache-2.0 | 37 |
| OpenClawChineseTranslation | ★ 3.8k | JavaScript | — | 45 |
| translate-book | ★ 645 | Python | MIT | 44 |
| vgv-ai-flutter-plugin | ★ 110 | Shell | MIT | 40 |
| very_good_ai_flutter_plugin | ★ 82 | Shell | MIT | 39 |
| PDFMathTranslate | ★ 33.7k | Python | AGPL-3.0 | 53 |
| VideoCaptioner | ★ 14.4k | Python | GPL-3.0 | 48 |
The top translation tools in 2026 are laravel-gemini-translator, KrillinAI, jta. Agent Skills Hub ranks 10 options by GitHub stars, quality score (6 dimensions including completeness, examples, and agent readiness), and recent activity. The list is rebuilt every 8 hours from live GitHub data.
laravel-gemini-translator (68 stars) is the most adopted choice for general translation workflows, written in PHP. KrillinAI (9.7k stars) is a strong alternative and uses Go instead. Pick by your existing stack: match the language and runtime your team already uses to minimize integration cost. If unsure, start with laravel-gemini-translator — it has the deepest community and the most examples online.
Avoid pre-built translation tools when (1) your use case requires deep customization that the tool's plugin system doesn't support, (2) you have strict compliance requirements that ban third-party dependencies, (3) the tool's maintenance is inactive (last commit >6 months ago), or (4) your data volume is small enough that a 50-line custom script is cheaper than learning the tool. For most production workflows above 100 requests/day, the time savings from a maintained tool outweigh the customization loss.
Translation focuses specifically on explore ai translation tools and agent skills for multilingual content, i18n, and language conversion. Content Writing is a related but distinct category — see https://agentskillshub.top/best/content-writing/ for those tools. The two often appear in the same agent pipeline but solve different problems: choose translation when your primary goal is the specific task, and content writing when the workflow is broader.
For most teams, yes. laravel-gemini-translator has 68 stars worth of community testing, handles edge cases you haven't thought of, and ships with documentation. Build your own only when (1) your requirements are deeply non-standard, (2) you have a security/compliance reason to avoid OSS dependencies, or (3) the maintenance burden is small enough (<200 lines of code) that you'll save time long-term. The break-even point is usually around 2-3 weeks of dev time saved.
Most translation tools listed are open source under permissive licenses (MIT, Apache 2.0). A handful offer paid managed/cloud versions on top of free self-hosted core. Always check the LICENSE file on each tool's GitHub repository before commercial use — some use AGPL or non-commercial restrictions that may not fit your deployment model.