ms-ops.vercel.app agent readiness score
13/ 100
FUnusable
Agents get almost nothing to work with: no OpenAPI spec, no reachable API, no developer portal and no MCP server.
Discovery
4/20
Access
5/30
Usability
3/40
Payments
N/A
Agent Journey
ran Nov 11, 2026Which agents visit ms-ops.vercel.app?
Front shows which agents visit, what they came for, and what your pages couldn't answer. Free plan, no credit card.Competitive Analytics
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