MR
MachineReadAI & search readiness audit
Documentation
Reference documentation for MachineRead's audit methodology, API contract, and agent integration patterns.
Methodology
The 13 check groups, 4 pillar caps, locked-vs-unlocked distinction, and scoring formula behind the MachineRead Essentials audit.
API Reference
The /v1/audit endpoint: request schema, response schema, presets, rate limits, and error codes.
Agent Integration
How AI agents call the MachineRead audit programmatically, discover the ai-catalog.json surface, and use the MCP server card.