Connect-MCP

Tolgee

io.github.tolgee/tolgee · v1.0.0

Your app's translations in Tolgee: search keys, create translations, trigger machine translation

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Last check

Reachable, 22 tools, protocol 2025-06-18 · checked 2026-10-17

Test & rating

B 83/100

What it does: 22 tools · 11 read, 9 write (incl. delete/pay)

Test call list_branches: needs a key: HTTP 401 (996 ms)

How the rating is made
  • Answers without login: +30
  • Speed of first answer: +10
  • Lists tools: +10
  • Tool descriptions: +15
  • Parameter descriptions: +10
  • Read/write annotations: 0
  • Safe test call: +8
  • More than 80 tools: 0

Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.

Install

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

Tools

22 tools listed at last check
  • get_batch_job_status Get the status of a batch job (e.g. machine translation) by its ID. Use to poll for completion.
  • machine_translate Start machine translation for specified keys into target languages. Returns a batch job ID — use get_batch_job_status to poll for completion.
  • store_big_meta Store key relationships so Tolgee can use translations of related keys as context during machine translation, producing more consistent results. Keys that appear near each other in source code (e.g. on the same page or component) should be stored as related.
  • list_branches List branches in a Tolgee project. Returns up to 100 results per page. Only available for projects with branching enabled (enterprise feature).
  • create_branch Create a new branch in a Tolgee project by forking from an existing branch. Only available for projects with branching enabled (enterprise feature).
  • delete_branch Delete a branch from a Tolgee project. IMPORTANT: This is a destructive operation. The AI assistant should always confirm with the user before calling this tool.
  • list_keys List translation keys in a Tolgee project. Returns up to 100 keys per page. Use search_keys to find specific keys by name or translation text.
  • search_keys Search for translation keys in a Tolgee project by name or translation text. Returns up to 50 matching keys per page. Note: namespace and tags filtering is not yet supported — filter results client-side if needed.
  • create_keys Create translation keys in a Tolgee project with optional translations and tags. Keys that already exist are silently skipped — their translations and tags are not updated. Use update_key and set_translation to modify existing keys.
  • get_key Get a translation key's metadata (name, namespace, description) by its name. To get the key's translations, use get_translations.
  • update_key Update an existing translation key's name, namespace, or description
  • delete_keys Delete translation keys from a Tolgee project. IMPORTANT: This is a destructive operation. The AI assistant should always confirm with the user before calling this tool.
  • list_languages List all languages configured for a Tolgee project. Returns up to 1000 results per page.
  • create_language Add a new language to a Tolgee project
  • list_namespaces List all namespaces in a Tolgee project. Namespaces organize translation keys into logical groups (e.g. by feature, page, or module).
  • list_projects List Tolgee projects accessible to the current user. Returns up to 100 results per page.
  • create_project Create a new Tolgee project with initial languages
  • get_project_language_statistics Get translation status and progress for each language in a project. Returns per-language statistics including translated, reviewed, and untranslated percentages.
  • list_tags List all tags used in a Tolgee project. Returns up to 1000 results per page.
  • tag_keys Add tags to translation keys. Creates tags if they don't exist.
  • get_translations Get translations for a specific key in a Tolgee project. Returns translations in all project languages, or only the specified languages if provided.
  • set_translation Set or update translations for a key in one or more languages. The key must already exist — use create_keys to create it first.

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