Mlflow

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39Failing

Agent Readiness Score

Trust Score (verification + history)

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Score History

First scanned: May 21, 2026Bronze

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machine readable profile

8 / 20

[Discoverability] Publish an OpenAPI 3.x spec at /openapi.json so agents can understand your API surface.
[Discoverability] Ensure your documentation is accessible at a predictable path (/docs, /api-reference) or subdomain (docs.yourdomain.com).

mcp api endpoints

12 / 20

[API Quality] Expose an MCP server at /.well-known/mcp.json or /api/mcp so AI agents can discover and call your tools.
[API Quality] Ensure your API endpoints return application/json content-type for agent compatibility.

agent native onboarding

machine readable profile

8 / 20

[Discoverability] Publish an OpenAPI 3.x spec at /openapi.json so agents can understand your API surface.
[Discoverability] Ensure your documentation is accessible at a predictable path (/docs, /api-reference) or subdomain (docs.yourdomain.com).

mcp api endpoints

12 / 20

[API Quality] Expose an MCP server at /.well-known/mcp.json or /api/mcp so AI agents can discover and call your tools.
[API Quality] Ensure your API endpoints return application/json content-type for agent compatibility.

agent native onboarding

structured pricing

8 / 20

[Pricing Transparency] Create /api/pricing returning JSON with plan names, prices, rate limits, and per-call costs so agents can evaluate before purchasing.
[Pricing Transparency] Publish a pricing page at /pricing — even a simple page helps agents understand your cost model.

agent payment acceptance

5 / 20

[Data Quality] Ensure your API endpoints return application/json responses. Data quality cannot be assessed without structured API data.
[Security] Add Strict-Transport-Security header with max-age, includeSubDomains, and preload to enforce HTTPS.