What is an agent-readiness score?

A 0-100 score that measures how well AI agents can discover, authenticate with, and use a product. It covers five layers: Discovery, Identity, Auth & Access, Integration, and User Experience.

How does ora score a website?

ora runs 110+ automated checks against public URLs - no login or self-reporting required. Checks test for MCP server presence, OpenAPI specs, llms.txt, structured data, auth patterns, and more.

What is an MCP server?

Model Context Protocol (MCP) is an open standard for connecting AI agents to external tools and data. An MCP server exposes a product's capabilities as tools that AI agents can discover and invoke.

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Auth is the last mile of agent autonomy

Every layer of agent readiness improves each quarter. Auth doesn't. The sign-up funnel was built for humans with browsers, mailboxes, and patience, and an agent has none of those. We walk the full surface an agent negotiates today - API keys, OAuth and PKCE, token exchange and multi-hop delegation, client registration, Web Bot Auth, ID-JAG, and the x402 payment bypass - where each one stops, and what Deep Scan v1.2 now grades across the Access layer. Plus a perf rewrite that takes a full scan from ~120s to ~15s.