Domo

Fair

Agent Native Score

API Key AuthOpenAPI Spec

Domo is a business intelligence and data visualization platform that connects to multiple data sources and provides dashboards, reports, and analytics. It enables organizations to monitor KPIs and make data-driven decisions through a cloud-based interface.

Categories: Analytics · Business Intelligence · Data Visualization

#99 of 117 in Analytics · #9 of 12 in Business Intelligence · #11 of 14 in Data Visualization

Checklist Breakdown

10 of 33 checks passed. 14 unscored.

Discovery 63%

Can an agent find and understand this tool without a web search?

✓ Published OpenAPI/Swagger spec

✗ Has llms.txt or llms-full.txt

✗ Has an MCP server (official or well-maintained)

✗ MCP server listed in a public registry

✓ API reference docs are publicly accessible

✓ Docs include runnable code examples

✓ Has a public changelog or release notes

✓ Has a public status page

Auth & Onboarding 33%

Can an agent create an account and get credentials without human intervention?

✗ Signup does not require CAPTCHA

✗ Signup does not require phone verification

✓ Supports API key auth (not only OAuth)

✗ API key obtainable without manual approval

✗ No mandatory billing info to start

✓ Can sign up without creating an organization

Pricing 60%

Can an agent operate autonomously without upfront payment or contracts?

✗ Has a free tier

✓ Usage-based pricing available

✓ No minimum contract or commitment

✓ Pricing page is public (no 'contact sales')

✗ Free tier sufficient for testing (not just a trial)

Agent Tooling Not yet scored

How well does the API work for non-human consumers?

— SDK available in 2+ languages

— Structured error responses (JSON with error codes)

— Idempotency support on write endpoints

— Pagination on list endpoints

— Webhook/event support

— Sandbox or test mode available

— Rate limit headers in responses

— Consistent REST resource naming

Reliability Not yet scored

Does the tool fail gracefully when an agent makes a mistake?

— Meaningful error messages (not just 500)

— 429 responses include Retry-After header

— Documented uptime SLA (99.9%+)

— Graceful degradation under rate limits

— Request IDs in responses for debugging

— API versioning supported

Reviewer Notes

Domo has a REST API with reasonable documentation and OAuth2 support, but lacks an MCP server, llms.txt, or programmatic account creation—account setup requires human intervention through their web interface. The API is moderately agent-friendly with structured JSON responses, though documentation could be more discoverable. Pricing requires contacting sales, making autonomous agent adoption difficult; no free tier or sandbox environment is readily available for experimentation. Reliability appears solid given its enterprise BI focus, but the lack of discoverability tools and friction in setup significantly limit agent-native compatibility.

Domo

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