Oki

https://okiapplications.com
22
Needs Work
Agent Native Score

Oki appears to be a business application platform, though specific functionality is unclear from the website. The platform seems focused on enterprise or workflow management solutions.

Categories: Business Software
Checklist Breakdown

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Discovery 15%

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 Not yet scored

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 Not yet scored

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 Requires account 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 Requires account 30%

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

Oki scores poorly on agent compatibility. The website provides minimal technical documentation, API specifications, or developer resources needed for agent discovery and integration. There is no visible OpenAPI spec, MCP server, or llms.txt file. The platform does not appear to offer programmatic account creation or clear authentication methods for API access. Without published APIs or SDK documentation, agents cannot effectively interact with this tool. The lack of transparent pricing information and absence of a free tier further limit agent autonomy. This tool would require significant manual setup and human intervention to integrate with AI agents.

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