Roboflow

Silver

66Silver

Agent Readiness Score

Trust Score (verification + history)

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Score History

First scanned: April 1, 2026Bronze

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machine readable profile

9 / 20

[Discoverability] Publish an OpenAPI 3.x spec at /openapi.json so agents can understand your API surface.
[Discoverability] Add Schema.org JSON-LD markup to your homepage describing your Organization, products, and services.

mcp api endpoints

17 / 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] Add X-Request-Id and rate limit headers (X-RateLimit-Limit, X-RateLimit-Remaining) to all API responses including 401/403 errors. These help agents debug and respect rate limits.

agent native onboarding

machine readable profile

9 / 20

[Discoverability] Publish an OpenAPI 3.x spec at /openapi.json so agents can understand your API surface.
[Discoverability] Add Schema.org JSON-LD markup to your homepage describing your Organization, products, and services.

mcp api endpoints

17 / 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] Add X-Request-Id and rate limit headers (X-RateLimit-Limit, X-RateLimit-Remaining) to all API responses including 401/403 errors. These help agents debug and respect rate limits.

agent native onboarding

structured pricing

10 / 20

[Pricing Transparency] Offer a free tier or sandbox mode so agents can test your service before committing to paid usage.
[Pricing Transparency] Add explicit "plans" array or "price_per_call" fields to your pricing JSON so agents can compare programmatically.