tolgee

MCP serverSearch

This gives your AI access to your app's translations stored in Tolgee. Once it is added, your AI can search translation keys, create translations, and trigger machine translation, so translation work gets handled right from a conversation.

Use tolgee in Claude, ChatGPT or Ahel Desktop

Free. Sign in, add tolgee and connect your AI. About a minute.

Also: Claude Code · Cursor · Codex

Then ask your AI: use tolgee to get batch job status

Details

Available today. Use it from your connected AI after setup.

After adding it, ask your AI to search for a translation key or create a translation to see it work.

What your AI can do with it

  • Search your app's translation keys in Tolgee
  • Create translations for your app
  • Trigger machine translation
  • Look up translations stored in Tolgee

Install tolgee

The server’s own address, for the clients that take one directly. Or connect Ahel once and every client you use reads it from one address, with the account kept on Ahel rather than in each client’s config.

  • Claude Code

    claude mcp add --transport http --scope user tolgee 'https://app.tolgee.io/mcp/developer'

    Run it once in your project, then open /mcp to approve any sign-in the server asks for.

  • Claude Desktop

    https://app.tolgee.io/mcp/developer

    Add a custom connector in Settings, paste this address, and approve the sign-in.

  • Cursor

    cursor://anysphere.cursor-deeplink/mcp/install?name=tolgee&config=eyJ1cmwiOiJodHRwczovL2FwcC50b2xnZWUuaW8vbWNwL2RldmVsb3BlciJ9

    Open the link and Cursor adds the server at that address.

  • ChatGPT

    https://app.tolgee.io/mcp/developer

    In Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.

  • Codex

    codex mcp add tolgee --url 'https://app.tolgee.io/mcp/developer'

    Run it once, then sign in with codex mcp login tolgee if the server asks for an account.

From the project's README

As published by tolgee/tolgee-platform in README.md.

An open-source alternative to Crowdin, Phrase, or Lokalise

Why use Tolgee?

It saves you valuable time that would otherwise be spent on localization tasks while ensuring your software is flawlessly translated.

In context translating & One click screenshots

Easily add translations to your code and edit them directly within your app using the Tolgee i18n tool. Simply hold the ALT/Option key and click on an element to open a dialog where you can modify your strings effortlessly—no need to navigate through bulky .json/.po/.whatever files. Plus, in-context translation works seamlessly even in the production environment.

Just one click—that’s all it takes to capture a screenshot of your application with highlighted phrases for translation. Simply hold ALT + click on a string, then hit the camera button. Boom! Your screenshot is instantly generated.

Translating on production

In-context translation works seamlessly even in the production environment of your deployed app. With the Tolgee Tools Chrome plugin, simply enter your API key and start translating—no coding skills required. This makes it easy for anyone to contribute to your app’s translations effortlessly.

True integrations

Tolgee isn't just another localization platform that simply syncs your local data with a backend. Instead, it seamlessly integrates into your app through powerful SDKs, providing a truly embedded translation experience.

Machine translation

We support DeepL, Google Translate, AWS Translate, and Azure Translator—simply choose your preferred services in the settings. With machine translation, the localization process becomes significantly faster, allowing translators to leverage AI-powered suggestions for more efficient and accurate translations.

AI translator

Conventional machine translation sees one string at a time. The AI translator sees the situation around it: screenshots of the phrase in your app, the key and project descriptions, your language notes, matches from the translation memory, and Tolgee Context, which the SDK gathers from how keys are actually laid out in your application.

The result is that ambiguous strings stop being a coin flip. A bare "Open" can be a button, a status or a menu item, and the AI translator picks based on where it appears—then tells you which reading it went with, so a reviewer can disagree at a glance.

You can shape it further by describing your project and languages, or by editing the translation prompt directly. Read more.

Translation memory

Tolgee automatically suggests translations based on those you've previously used in the project, ensuring consistency across similar phrases.

Translation memory suggestions include the similarity percentage, the key, and the original text of the translated string, making it easy to maintain accuracy and coherence.

Auto translation

When enabled, Tolgee instantly translates new keys using translation memory or machine translation services, ensuring your strings are translated immediately upon creation. Simply choose whether to use translation memory and select your preferred machine translation service for seamless automation.

Activity log

Easily track who modified, reviewed, or commented on phrases in your project—all with complete clarity.

Comment on translations

If something seems off, let others know what you'd change. You can leave comments on any translation directly within the Tolgee platform.

Translation history

Easily track changes to specific translations of a particular key in a specific language. If something's amiss, you'll know exactly where to point the finger!

MCP Server

Tolgee exposes an MCP (Model Context Protocol) server that lets AI coding assistants manage translations directly — search keys, create and update translations, manage languages, trigger machine translation, and more — all without leaving your editor. See DEVELOPMENT.md for setup instructions.

Documentation

The docs cover all aspects of using Tolgee. Some highlights include:

Getting Started 🚀

  1. Sign up at app.tolgee.io or access your self-hosted instance
  2. Create a project
  3. Follow a guide in the integration section of your project
  4. Have fun!

Report a Bug

For filing bugs, suggesting improvements, or requesting new features, please open an issue.

How to contribute

You wanna contribute? Great to hear that! You can start right away!

Contributors

Let us know what you think! #FeedbackWanted ❤️

Tools it offers (22)

What this server listed when Ahel dialed its public endpoint in Oct 2026, with no key and no account of yours. The names are the server’s own.

  • get_batch_job_status
  • machine_translate
  • store_big_meta
  • list_branches
  • create_branch
  • delete_branch
  • list_keys
  • search_keys
  • create_keys
  • get_key
  • update_key
  • delete_keys
  • list_languages
  • create_language
  • list_namespaces
  • list_projects
  • create_project
  • get_project_language_statistics
  • list_tags
  • tag_keys
  • get_translations
  • set_translation

Signals

GitHub stars
4k
Forks
371
Last commit
Sep 2026
Advanced
Delivery
tolgee MCP server → your Ahel connector (mcp.ahel.ai) → your AI.
Item type
mcp-server
Key
io-github-tolgee-tolgee
Source
github.com/tolgee/tolgee-platform
Hosted endpoint
https://app.tolgee.io/mcp/developer