Mode

24
Needs Work
Agent Native Score

Mode is a collaborative SQL IDE and business intelligence platform that enables teams to explore data, create reports, and share insights through a web-based interface.

Categories: Analytics · Data Tools
#115 of 117 in Analytics
Checklist Breakdown

8 of 33 checks passed. 14 unscored.

Discovery 50%

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 17%

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

Mode lacks essential agent-native features: no MCP server, no public API documentation, no OpenAPI spec, and no llms.txt file make discovery extremely difficult. Account creation requires human interaction through OAuth or SAML flows. While Mode offers an API for programmatic access (based on typical enterprise platforms), it is not well-documented publicly, limiting agent tooling capability. The service relies on SAML/OAuth authentication, making autonomous agent signup impossible. Primary weakness is complete absence of agent-oriented interfaces; main strength is platform stability and enterprise reliability, though this doesn't compensate for poor agent discoverability.

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