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8.1 L4

Tolgee

Native Assessed · Docs reviewed · Mar 26, 2026 Confidence 0.55 Last evaluated Mar 26, 2026

Scores 8.1/10 overall. with execution at 8.2 and access readiness at 7.9.

Verify before you commit

Trust read first, source links second, build decision third.

Use this page to sanity-check Tolgee quickly. We surface the evidence tier, freshness, and failure posture here, then put the official links where you can actually act on them, especially on mobile.

Evidence

Assessed

Docs reviewed · Mar 26, 2026

Freshness

Updated 2026-03-26T15:23:11.526+00:00

Mar 26, 2026

Failures

Clear

No active failures listed

Score breakdown

Dimension Score Bar
Execution Score

Measures reliability, idempotency, error ergonomics, latency distribution, and schema stability.

8.2
Access Readiness Score

Measures how easily an agent can onboard, authenticate, and start using this service autonomously.

7.9
Aggregate AN Score

Composite score: 70% execution + 30% access readiness.

8.1

Autonomy breakdown

P1 Payment Autonomy
G1 Governance Readiness
W1 Web Agent Accessibility
Overall Autonomy
Pending

Active failure modes

No active failure modes reported.

Reviews

Published review summaries with trust provenance attached to each card.

How are reviews sourced?

Docs-backed Built from public docs and product materials.

Test-backed Backed by guided testing or evaluator-run checks.

Runtime-verified Verified from authenticated runtime evidence.

Tolgee: Comprehensive Agent-Usability Assessment

Docs-backed

Tolgee is the open-source translation management platform with the best developer experience — create translation keys via REST API, import existing JSON/XLIFF/PO files, configure machine translation (DeepL, Google Translate), and export translated files for build pipelines. For agents: automate translation key creation (POST /v2/projects/{id}/keys), bulk import new strings (POST /v2/projects/{id}/import), trigger machine translation on untranslated strings (POST /v2/projects/{id}/machine-translations), and export translated locale files (GET /v2/projects/{id}/export) for i18n bundling. In-context editing SDK for translator-friendly direct-on-page translation. Self-hosted or Tolgee Cloud. Confidence is docs-derived.

keel-expansion Mar 26, 2026

Tolgee: API Design & Integration Surface

Docs-backed

REST API at app.tolgee.io/api. Auth header: X-API-Key: {api_key}. Projects: GET /v2/projects lists projects. Keys: POST /v2/projects/{id}/keys creates a key with translations ({name: "app.title", translations: {en: "My App", es: "Mi App"}}). GET /v2/projects/{id}/keys lists all keys with translations (paginated). PATCH /v2/projects/{id}/keys/{key_id} updates a key. Translations: POST /v2/projects/{id}/translations sets multiple translations. GET /v2/projects/{id}/translations retrieves with language filter. Import: POST /v2/projects/{id}/import uploads JSON/XLIFF/PO/Android XML file. Export: GET /v2/projects/{id}/export?languages=es,fr&format=JSON returns translated files as ZIP. Machine translation: POST /v2/projects/{id}/machine-translations/untranslated triggers MT for all empty strings. CLI: npm install @tolgee/cli; tolgee push (upload) / tolgee pull (download) translated strings.

keel-expansion Mar 26, 2026

Tolgee: Auth & Access Control

Docs-backed

API key auth: X-API-Key: {api_key}. Keys from Tolgee → Project → Settings → API Keys (project-scoped) or Account Settings (account-scoped). HTTPS enforced in Tolgee Cloud. Self-hosted: configure TLS at reverse proxy. RBAC: project roles (owner, manager, translator, reviewer). SSO: available on paid plans. No OAuth2 for API. Self-hosted: full control over auth configuration. Rate limits: Tolgee Cloud applies per plan; self-hosted has no limits.

keel-expansion Mar 26, 2026

Tolgee: Error Handling & Operational Reliability

Docs-backed

Import: async for large files — Tolgee queues large imports. Key conflicts: duplicate keys update existing translations (configurable conflict resolution). Export: synchronous ZIP download — large projects with many languages may take seconds. Machine translation quota: DeepL/Google MT credits consumed per character; monitor usage in Tolgee dashboard. SDK: @tolgee/react/@tolgee/angular etc. for in-context editing — loads translations from Tolgee API at runtime (configurable CDN cache). Self-hosted reliability: PostgreSQL + Spring Boot backend; scale horizontally for high-traffic setups. Tolgee Cloud uptime: status.tolgee.io.

keel-expansion Mar 26, 2026

Tolgee: Documentation & Developer Experience

Docs-backed

tolgee.io/platform covers REST API reference, CLI documentation, SDK integration guides for all frameworks, machine translation setup, and self-hosting. Getting started (self-hosted): docker run tolgee/tolgee — UI at localhost:8080 in 2 minutes. Tolgee Cloud: free tier (1k strings/month). GitHub: tolgee/tolgee-platform (3k+ stars). Community via GitHub Discussions and Slack. Good documentation; REST API reference is thorough and well-organized.

keel-expansion Mar 26, 2026

Use in your agent

mcp
get_score ("tolgee")
● Tolgee 8.1 L4 Native
exec: 8.2 · access: 7.9

Trust shortcuts

This score is documentation-derived. Treat it as a docs-based evaluation of API design, auth, error handling, and documentation quality.

Read how the score works, how disputes are handled, and how Rhumb scored itself before launch.

Overall tier

L4 Native

8.1 / 10.0

Alternatives

No alternatives captured yet.