MachineRead terminal-window signal markA stylized terminal window with a green signal scan-line and two data marks, indicating machine-readable signal inspection.MachineReadAI & search readiness audit

Documentation

Reference documentation for MachineRead's audit methodology, API contract, and agent integration patterns.

Methodology

The 13 included check groups, three pillars, nine locked rows, and scoring formula behind the MachineRead Essentials audit.

API Reference

The full and compact audit endpoints, request and response models, scope, errors, and rate limits.

Agent Integration

How agents call MachineRead, discover its public catalogs, and use the hosted MCP server.