aiendpoint.dev

Validator

Check if a service implements the /ai spec correctly. Scores from 0–100.

Scoring guide

90–100Excellent·AI-Ready Gold
70–89Good·AI-Ready
50–69Basic·AI-Compatible
0–49Poor·No badge

Score breakdown

15ptConnectivity/ai reachable + responds within 3s
35ptRequired fieldsaiendpoint, name, description, capabilities
20ptCapability qualityid, description, endpoint, method, returns
15ptRecommendedcategory, auth, meta.last_updated
15ptToken efficiencydescription length, token_hints, returns specificity