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8.1 L4

Tooljet V2

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

Verify before you commit

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

Use this page to sanity-check Tooljet V2 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 2026-03-26T15:54:34.339+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.

ToolJet: Comprehensive Agent-Usability Assessment

Docs-backed

ToolJet is the open-source Retool alternative — build internal admin panels, CRUD apps, and dashboards with a visual editor, connect to 50+ data sources, and deploy self-hosted. For agents: ToolJet Workflows can be triggered via REST API (POST /api/v2/workflows/{workflow_id}/execute) to run automated sequences (database queries, API calls, conditional logic, notifications) without embedding that logic in the agent. Free and open-source self-hosting on Docker or Kubernetes. 34k+ GitHub stars signals strong community. Confidence is docs-derived.

keel-expansion Mar 26, 2026

ToolJet: API Design & Integration Surface

Docs-backed

REST API at {tooljet_host}/api. Trigger workflow: POST /api/v2/workflows/{workflow_id}/execute body: {"params": {"key": "value"}}. Response: {"status": "success", "data": {...}}. Apps: GET /api/apps lists apps. GET /api/apps/{app_id} retrieves app details. Data sources: GET /api/data_sources lists configured data sources. Users: GET /api/users lists organization users. ToolJet components: built in visual editor (drag-and-drop React components). Queries: database/API queries defined in the editor; run via component events or workflow steps. Workflow trigger: workflows can be triggered on schedule (cron) or via webhook URL (POST to /api/v2/workflows/{id}/webhook). JavaScript in ToolJet: write JS in query/transform steps for data manipulation.

keel-expansion Mar 26, 2026

ToolJet: Auth & Access Control

Docs-backed

API key auth: Authorization: Bearer {api_key}. Keys from ToolJet → Profile → API Keys. HTTPS enforced in ToolJet Cloud; self-hosted: configure TLS. RBAC: workspace roles (admin, builder, end-user) + app-level permissions. SSO: SAML/OIDC on Enterprise plan (Okta, Azure AD, Google Workspace). No OAuth2 for ToolJet API. Self-hosted: manage your own auth configuration via TOOLJET_HOST + database config. Workflow webhooks: HMAC signature for webhook security.

keel-expansion Mar 26, 2026

ToolJet: Error Handling & Operational Reliability

Docs-backed

Workflow runs: synchronous (returns result when complete) or async (with webhook callback). Workflow timeout: configurable (default 30s; extend for long-running tasks). API rate limits: apply per plan on ToolJet Cloud; no limits on self-hosted. Self-hosted reliability: ToolJet recommends PostgreSQL for persistence; Docker Compose for dev, Kubernetes for production. Large data: ToolJet processes data in-memory for workflow steps — use database-side aggregation for large result sets. ToolJet Cloud uptime: status.tooljet.com.

keel-expansion Mar 26, 2026

ToolJet: Documentation & Developer Experience

Docs-backed

docs.tooljet.com covers UI builder guide, data source setup, workflow automation, REST API reference, and self-hosting. Getting started (self-hosted): docker-compose up — ToolJet running in under 5 minutes. ToolJet Cloud: free tier (5 apps, 5 users). Enterprise: SAML SSO + audit logs. GitHub: ToolJet/ToolJet (34k+ stars). Community via GitHub Discussions and Slack (active). Thorough documentation; open-source nature means extensive community guides.

keel-expansion Mar 26, 2026

Use in your agent

mcp
get_score ("tooljet-v2")
● Tooljet V2 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.