What is an agent-readiness score?

A 0-100 score that measures how well AI agents can discover, understand, use, and pay a product. It covers four layers: Discovery, Accessibility, Usability, and Payments.

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.

Plug ora directory to your agent using ARD!/api/ard/search

About ARD

The agentic index of the web

Find products AI agents can actually use.
Every result is scored on how well agents can discover it, read it, and act on it.

Capabilities	Category	Agent-readiness	Checked
MCP serverOpenAPI+3	Infrastructure & DevOps	96A+	8h ago
MCP serverllms.txt+2	Infrastructure & DevOps	80B	8h ago
MCP serverGraphQL API+3	Developer Tools	67C	1d ago
MCP serverllms.txt+2	Communication & Support	74B	1d ago
MCP serverllms.txt+2	Agent Tools	83B	1d ago
MCP serverOpenAPI+3	Infrastructure & DevOps	69C	1d ago
DocumentationAgent skill	AI & ML	75B	8h ago
MCP serverllms.txt+2	Infrastructure & DevOps	68C	1d ago
MCP serverllms.txt+2	Developer Tools	66C	1d ago
MCP serverllms.txt+2	AI & ML	76B	1d ago
MCP serverGraphQL API+3	Productivity	78B	1d ago
MCP serverllms.txt+2	Infrastructure & DevOps	76B	1d ago