mage.ai agent readiness score
50/ 100
CNeeds Work
Mage.ai offers a well-defined API, but lacks an OpenAPI specification.
Discovery
3/20
Identity
14/22
Access
27/34
Payments
N/A
Experience
3/10
Agent Journey
ran Aug 31, 2026Competitive Analytics
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