Applications › Translation & Localization

Translation & Localization

What 7 leading Translation & Localization apps are built on: the providers each one ships in its code or lists as an integration, grouped by layer and capability, and joined to the catalog.

7 reference apps 80 providers 46 observed in code 34 declared only 98.8% in the catalog 51.4 mean Kin Score 49 with a verified MCP server
How to read this. observed the integration ships in the app (SDK in a dependency file, source code, or an Android build analysis). declared the app names the integration itself (README, integrations page, store listing). Every row links the source it was read from. Providers not yet in the catalog are marked queued for profiling. Blueprint by API Evangelist, CC BY-NC-SA 4.0. Capabilities marked Turbo EA come from Turbo EA Capabilities by Vincent Verdet, CC BY 4.0 (notice); those marked API Evangelist extension are CC BY-NC-SA 4.0. Android build analyses: Exodus Privacy (reports.exodus-privacy.eu.org).

domain layer 12 capabilities
Machine Translation 20 providers · AE-110.40.10 · API Evangelist extension
ProviderEvidenceAppsKin ScoreAgent readinessMCP
Google Cloud Translation observed [1] [2] [3] Pontoon, Tolgee, Weblate 51.6 developing 17.9 agent-aware none found
Azure AI Translator observed [1] [2] [3] Pontoon, Tolgee, Weblate 37.0 thin 17.9 agent-aware verified
Amazon Translate observed [1] [2] Tolgee, Weblate 64.0 strong 25.3 agent-aware verified
DeepL observed [1] [2] Tolgee, Weblate 59.8 strong 36.4 agent-ready verified
Baidu Translate observed [1] [2] Tolgee, Weblate 18.5 emerging 6.0 agent-aware verified
Google Cloud AutoML Translation observed [1] Pontoon 54.8 strong 21.5 agent-aware none found
ModernMT observed [1] Weblate 37.1 thin 43.4 agent-ready —
Yandex Translate observed [1] Weblate 36.8 thin 30.6 agent-ready none found
LibreTranslate observed [1] Weblate 26.2 thin 23.8 agent-aware verified
SYSTRAN observed [1] Weblate 24.9 emerging 21.3 agent-aware none found
SAP Translation Hub observed [1] Weblate 23.5 emerging 13.6 agent-aware none found
European Commission eTranslation observed [1] Weblate 17.8 emerging 13.7 agent-aware —
Caighdean (cadhan.com) observed [1] Pontoon 6.0 minimal 0.0 human-only —
Apertium observed [1] Weblate 5.7 minimal 0.0 human-only —
NetEase Youdao observed [1] Weblate 5.1 minimal 10.8 agent-aware —
Alibaba Cloud Machine Translation observed [1] Weblate 1.3 minimal 0.0 human-only verified
LinkedIn declared [1] DeepL 74.8 exemplar 44.4 agent-ready none found
X (Twitter) declared [1] DeepL 73.0 exemplar 61.2 agent-native verified
WhatsApp declared [1] DeepL 55.4 strong 29.6 agent-ready none found
Opal by Welocalize declared [1] Crowdin 10.8 minimal 3.6 human-only —
Software Construction Management 7 providers · BC-4200.40 · Turbo EA

Software Construction Management capability

ProviderEvidenceAppsKin ScoreAgent readinessMCP
GitHub observed [1] [2] [3] Crowdin, Lokalise, Weblate 81.8 exemplar 63.4 agent-ready verified
GitLab observed [1] [2] Lokalise, Weblate 82.6 exemplar 46.4 agent-ready verified
Azure DevOps observed [1] [2] Lokalise, Weblate 76.8 exemplar 31.9 agent-ready verified
Bitbucket observed [1] [2] Lokalise, Weblate 72.0 exemplar 36.0 agent-ready verified
Gitea observed [1] Weblate 69.8 exemplar 31.0 agent-ready verified
Pagure observed [1] Weblate 8.7 minimal 0.0 human-only —
Gerrit Code Review observed [1] Weblate 7.8 minimal 0.0 human-only verified
Hosted LLM Inference 6 providers · AE-110.10.10 · API Evangelist extension
ProviderEvidenceAppsKin ScoreAgent readinessMCP
OpenAI observed [1] [2] [3] Crowdin, Pontoon, Tolgee, Weblate 83.0 exemplar 58.4 agent-native verified
Anthropic observed [1] [2] Tolgee, Weblate 89.0 exemplar 47.6 agent-ready verified
Azure OpenAI observed [1] [2] Tolgee, Weblate 43.0 developing 23.4 agent-aware verified
Google AI (Gemini) observed [1] Tolgee 55.1 strong 31.3 agent-ready none found
Mistral AI observed [1] Weblate 47.7 developing 28.8 agent-ready none found
Ollama observed [1] Weblate 36.3 thin 24.4 agent-aware none found
Content Management 7 providers · AE-170.70 · API Evangelist extension

Content Management capability

ProviderEvidenceAppsKin ScoreAgent readinessMCP
Webflow declared [1] [2] Crowdin, Lokalise 60.7 strong 62.5 agent-ready verified
Contentful declared [1] [2] Crowdin, Lokalise 42.6 developing 56.5 agent-ready verified
Contentstack declared [1] Lokalise 75.2 exemplar 26.6 agent-aware verified
Storyblok declared [1] Lokalise 55.9 strong 34.0 agent-ready verified
WordPress declared [1] Lokalise 46.0 developing 31.4 agent-ready verified
Adobe Experience Manager declared [1] Crowdin 26.9 thin 21.8 agent-aware verified
Hygraph declared [1] Lokalise 22.2 emerging 42.8 agent-ready none found
Customer Lifecycle Engagement 4 providers · BC-4260.40 · Turbo EA

Customer Lifecycle Engagement capability

ProviderEvidenceAppsKin ScoreAgent readinessMCP
Customer.io declared [1] Lokalise 85.7 exemplar 69.9 agent-ready verified
Braze declared [1] Lokalise 73.5 exemplar 56.9 agent-ready verified
Iterable declared [1] Lokalise 67.5 exemplar 34.5 agent-ready verified
MoEngage declared [1] Lokalise 66.8 exemplar 66.2 agent-native none found
Customer Service Management 2 providers · BC-430 · Turbo EA

Customer Service Management capability

ProviderEvidenceAppsKin ScoreAgent readinessMCP
Zendesk Guide declared [1] [2] Crowdin, Lokalise 72.8 exemplar 35.0 agent-ready none found
Intercom Articles declared [1] [2] Crowdin, Lokalise 52.9 developing 31.7 agent-ready verified
Design & Creative Editing 3 providers · AE-170.80 · API Evangelist extension

Design & Creative Editing capability

ProviderEvidenceAppsKin ScoreAgent readinessMCP
Figma declared [1] [2] Crowdin, Lokalise 65.6 strong 57.8 agent-ready verified
Ditto (dittowords.com) declared [1] Lokalise 53.9 developing 44.9 agent-ready verified
Sketch declared [1] Lokalise 17.1 emerging 2.5 human-only verified
Translation Memory & Terminology Lookup 3 providers · AE-110.40.30 · API Evangelist extension
ProviderEvidenceAppsKin ScoreAgent readinessMCP
MyMemory (Translated) observed [1] Weblate 10.0 minimal 0.0 human-only none found
Glosbe observed [1] Weblate 8.7 minimal 0.0 human-only none found
Microsoft Terminology Service queued for profiling observed [1] Pontoon — — —
Customer Relationship Management 2 providers · BC-420 · Turbo EA

Customer Relationship Management capability

ProviderEvidenceAppsKin ScoreAgent readinessMCP
HubSpot declared [1] Lokalise 94.8 exemplar 52.7 agent-ready verified
Salesforce CRM / Knowledge declared [1] Lokalise 90.4 exemplar 54.7 agent-ready verified
Enterprise Content & Document Management 2 providers · AE-917 · API Evangelist extension
ProviderEvidenceAppsKin ScoreAgent readinessMCP
Google Workspace declared [1] DeepL 61.9 strong 27.6 agent-aware verified
Microsoft 365 (Word, Outlook, PowerPoint) declared [1] DeepL 39.4 developing 23.9 agent-aware verified
Digital Marketing Management 1 providers · BC-400.60 · Turbo EA

Digital Marketing Management capability

ProviderEvidenceAppsKin ScoreAgent readinessMCP
HubSpot Marketing Hub declared [1] Crowdin 94.8 exemplar 52.7 agent-ready verified
Email Marketing Sends 1 providers · AE-150.10.20 · API Evangelist extension
ProviderEvidenceAppsKin ScoreAgent readinessMCP
Mailchimp declared [1] Lokalise 78.8 exemplar 42.3 agent-ready none found

common layer 11 capabilities
Observability Management 5 providers · BC-4220.20 · Turbo EA

Observability Management capability

ProviderEvidenceAppsKin ScoreAgent readinessMCP
Sentry observed [1] [2] [3] DeepL, Tolgee, Weblate 80.6 exemplar 50.2 agent-ready verified
New Relic observed [1] Pontoon 76.7 exemplar 45.7 agent-ready verified
Rollbar observed [1] Weblate 48.4 developing 30.8 agent-ready verified
Google Cloud Error Reporting observed [1] Weblate 39.1 thin 19.6 agent-aware none found
Datadog declared [1] Lokalise 79.2 exemplar 49.6 agent-ready verified
Storage Management 3 providers · BC-600.50.20 · Turbo EA
ProviderEvidenceAppsKin ScoreAgent readinessMCP
Amazon S3 observed [1] [2] [3] Lokalise, Tolgee, Weblate 70.8 exemplar 23.3 agent-aware verified
Google Cloud Storage observed [1] [2] Lokalise, Weblate 65.1 strong 33.3 agent-ready verified
Azure Blob Storage observed [1] Tolgee 55.5 strong 26.9 agent-aware verified
Project Management 4 providers · BC-900.30 · Turbo EA

Project Management capability

ProviderEvidenceAppsKin ScoreAgent readinessMCP
Jira declared [1] Lokalise 81.6 exemplar 65.7 agent-ready verified
Trello declared [1] Lokalise 74.9 exemplar 28.7 agent-ready verified
Asana declared [1] Lokalise 74.1 exemplar 53.7 agent-ready verified
TimeCamp declared [1] Lokalise 27.8 thin 50.5 agent-ready none found
Social & Federated Login 4 providers · AE-160.10.30 · API Evangelist extension
ProviderEvidenceAppsKin ScoreAgent readinessMCP
GitLab observed [1] Pontoon 82.6 exemplar 46.4 agent-ready verified
GitHub observed [1] Pontoon 81.8 exemplar 63.4 agent-ready verified
Google sign-in observed [1] Pontoon 36.8 thin 19.6 agent-aware none found
Mozilla accounts observed [1] Pontoon 18.8 emerging 9.4 agent-aware none found
Internal Communications Management 1 providers · BC-850.10 · Turbo EA

Internal Communications Management capability

ProviderEvidenceAppsKin ScoreAgent readinessMCP
Slack observed [1] [2] [3] Crowdin, Lokalise, Tolgee 73.2 exemplar 38.7 agent-ready verified
Product Usage Analytics 2 providers · BC-4280.30 · Turbo EA

Product Usage Analytics capability

ProviderEvidenceAppsKin ScoreAgent readinessMCP
Google Analytics observed [1] Pontoon 72.1 exemplar 41.8 agent-ready verified
PostHog observed [1] Tolgee 57.7 strong 57.3 agent-ready verified
Transactional Email 2 providers · AE-150.10.10 · API Evangelist extension
ProviderEvidenceAppsKin ScoreAgent readinessMCP
SendGrid observed [1] Pontoon 87.5 exemplar 40.1 agent-ready none found
Mailjet observed [1] Tolgee 46.5 developing 23.4 agent-aware verified
Workflow Automation & iPaaS 2 providers · AE-910 · API Evangelist extension
ProviderEvidenceAppsKin ScoreAgent readinessMCP
Zapier declared [1] Lokalise 73.7 exemplar 66.2 agent-ready verified
Make declared [1] Lokalise 41.4 developing 43.9 agent-ready verified
Bot Protection & CAPTCHA 1 providers · AE-160.70 · API Evangelist extension

Bot Protection & CAPTCHA capability

ProviderEvidenceAppsKin ScoreAgent readinessMCP
Google reCAPTCHA observed [1] Tolgee 48.1 developing 24.6 agent-aware none found
Customer Service Management 1 providers · BC-430 · Turbo EA

Customer Service Management capability

ProviderEvidenceAppsKin ScoreAgent readinessMCP
Intercom observed [1] Tolgee 52.9 developing 31.7 agent-ready verified
Package Registries & Distribution 1 providers · AE-250.10 · API Evangelist extension

Package Registries & Distribution capability

ProviderEvidenceAppsKin ScoreAgent readinessMCP
AWS Marketplace declared [1] DeepL 26.0 emerging 19.4 agent-aware none found

agent layer 1 capabilities
Agent Tool Exposure 2 providers · AE-100.10 · API Evangelist extension

Agent Tool Exposure capability

ProviderEvidenceAppsKin ScoreAgent readinessMCP
Claude declared [1] DeepL 89.0 exemplar 47.6 agent-ready verified
ChatGPT declared [1] DeepL 83.0 exemplar 58.4 agent-native verified

Reference apps

Weblate self-hosted

https://github.com/WeblateOrg/weblate

33 observed · 0 declared
  • observed ships the Alibaba Cloud Machine Translation SDK or integration code source
  • observed ships the Amazon S3 SDK or integration code source
  • observed ships the Amazon Translate SDK or integration code source
  • observed ships the Anthropic SDK or integration code source
  • observed ships the Apertium SDK or integration code source
  • observed ships the Azure AI Translator SDK or integration code source
  • observed ships the Azure DevOps SDK or integration code source
  • observed ships the Azure OpenAI SDK or integration code source
  • observed ships the Baidu Translate SDK or integration code source
  • observed ships the Bitbucket SDK or integration code source
  • observed ships the DeepL SDK or integration code source
  • observed ships the European Commission eTranslation SDK or integration code source
  • observed ships the Gerrit Code Review SDK or integration code source
  • observed ships the Gitea SDK or integration code source
  • observed ships the GitHub SDK or integration code source
  • observed ships the GitLab SDK or integration code source
  • observed ships the Glosbe SDK or integration code source
  • observed ships the Google Cloud Error Reporting SDK or integration code source
  • observed ships the Google Cloud Storage SDK or integration code source
  • observed ships the Google Cloud Translation SDK or integration code source
  • observed ships the LibreTranslate SDK or integration code source
  • observed ships the Mistral AI SDK or integration code source
  • observed ships the ModernMT SDK or integration code source
  • observed ships the MyMemory (Translated) SDK or integration code source
  • observed ships the NetEase Youdao SDK or integration code source
  • observed ships the Ollama SDK or integration code source
  • observed ships the OpenAI SDK or integration code source
  • observed ships the Pagure SDK or integration code source
  • observed ships the Rollbar SDK or integration code source
  • observed ships the SAP Translation Hub SDK or integration code source
  • observed ships the Sentry SDK or integration code source
  • observed ships the SYSTRAN SDK or integration code source
  • observed ships the Yandex Translate SDK or integration code source

Read from: dependency manifest, source code, source code

Tolgee self-hosted

https://github.com/tolgee/tolgee-platform

17 observed · 0 declared
  • observed ships the Amazon S3 SDK or integration code source
  • observed ships the Amazon Translate SDK or integration code source
  • observed ships the Anthropic SDK or integration code source
  • observed ships the Azure AI Translator SDK or integration code source
  • observed ships the Azure Blob Storage SDK or integration code source
  • observed ships the Azure OpenAI SDK or integration code source
  • observed ships the Baidu Translate SDK or integration code source
  • observed ships the DeepL SDK or integration code source
  • observed ships the Google AI (Gemini) SDK or integration code source
  • observed ships the Google Cloud Translation SDK or integration code source
  • observed ships the Google reCAPTCHA SDK or integration code source
  • observed ships the Intercom SDK or integration code source
  • observed ships the Mailjet SDK or integration code source
  • observed ships the OpenAI SDK or integration code source
  • observed ships the PostHog SDK or integration code source
  • observed ships the Sentry SDK or integration code source
  • observed ships the Slack SDK or integration code source

Read from: dependency manifest, dependency manifest, dependency manifest, source code, source code, source code

Pontoon self-hosted

https://github.com/mozilla/pontoon

13 observed · 0 declared
  • observed ships the Caighdean (cadhan.com) SDK or integration code source
  • observed ships the GitHub SDK or integration code source
  • observed ships the GitLab SDK or integration code source
  • observed ships the Google Analytics SDK or integration code source
  • observed ships the Google Cloud AutoML Translation SDK or integration code source
  • observed ships the Google Cloud Translation SDK or integration code source
  • observed ships the Google sign-in SDK or integration code source
  • observed ships the Microsoft Terminology Service SDK or integration code source
  • observed ships the Microsoft Translator SDK or integration code source
  • observed ships the Mozilla accounts SDK or integration code source
  • observed ships the New Relic SDK or integration code source
  • observed ships the OpenAI SDK or integration code source
  • observed ships the SendGrid SDK or integration code source

Read from: dependency manifest, source code, source code

Lokalise commercial

https://lokalise.com/

0 observed · 32 declared
  • declared lists Amazon S3 as an integration source
  • declared lists Asana as an integration source
  • declared lists Azure Repos as an integration source
  • declared lists Bitbucket as an integration source
  • declared lists Braze as an integration source
  • declared lists Contentful as an integration source
  • declared lists Contentstack as an integration source
  • declared lists Customer.io as an integration source
  • declared lists Datadog as an integration source
  • declared lists Ditto (dittowords.com) as an integration source
  • declared lists Figma as an integration source
  • declared lists GitHub as an integration source
  • declared lists GitLab as an integration source
  • declared lists Google Cloud Storage as an integration source
  • declared lists HubSpot as an integration source
  • declared lists Hygraph as an integration source
  • declared lists Intercom Articles as an integration source
  • declared lists Iterable as an integration source
  • declared lists Jira as an integration source
  • declared lists Mailchimp as an integration source
  • declared lists Make as an integration source
  • declared lists MoEngage as an integration source
  • declared lists Salesforce CRM / Knowledge as an integration source
  • declared lists Sketch as an integration source
  • declared lists Slack as an integration source
  • declared lists Storyblok as an integration source
  • declared lists TimeCamp as an integration source
  • declared lists Trello as an integration source
  • declared lists Webflow as an integration source
  • declared lists WordPress as an integration source
  • declared lists Zapier as an integration source
  • declared lists Zendesk Guide as an integration source

Read from: integrations page

Crowdin commercial

https://crowdin.com/

0 observed · 11 declared
  • declared lists Adobe Experience Manager as an integration source
  • declared lists Contentful as an integration source
  • declared lists Figma as an integration source
  • declared lists GitHub as an integration source
  • declared lists HubSpot Marketing Hub as an integration source
  • declared lists Intercom as an integration source
  • declared lists Opal by Welocalize as an integration source
  • declared lists OpenAI as an integration source
  • declared lists Slack as an integration source
  • declared lists Webflow as an integration source
  • declared lists Zendesk Guide as an integration source

Read from: integrations page

DeepL commercial

https://www.deepl.com/

1 observed · 8 declared
  • observed ships the Sentry SDK or integration code source
  • declared lists AWS Marketplace as an integration source
  • declared lists ChatGPT as an integration source
  • declared lists Claude as an integration source
  • declared lists Google Workspace as an integration source
  • declared lists LinkedIn as an integration source
  • declared lists Microsoft 365 (Word, Outlook, PowerPoint) as an integration source
  • declared lists WhatsApp as an integration source
  • declared lists X (Twitter) as an integration source

Read from: Android build analysis (Exodus Privacy, reports.exodus-privacy.eu.org), integrations page

What these apps expose to agents

Where these apps are listed

See also the shared layer under every category.