Question 1

What is an agent-readiness score?

Accepted Answer

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.

Question 2

How does ora score a website?

Accepted Answer

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.

Question 3

What is an MCP server?

Accepted Answer

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.

Capabilities	Category	Agent-readiness	Checked
MCP serverOpenAPI+3	Infrastructure & DevOps	95A+	16h ago
MCP serverllms.txt+2	Infrastructure & DevOps	75B	16h ago
MCP serverllms.txt+2	Communication & Support	72B	3d ago
MCP serverllms.txt+2	Agent Tools	73B	3d ago
DocumentationAgent skill	AI & ML	76B	16h ago
MCP serverllms.txt+2	Developer Tools	72B	3d ago
MCP serverOpenAPI+3	AI & ML	74B	3d ago
MCP serverGraphQL API+3	Identity & Auth	73B	3d ago
OpenAPIllms.txt+2	Agent Tools	67C	3d ago
MCP serverllms.txt+2	Infrastructure & DevOps	67C	3d ago
MCP serverOpenAPI+3	Sales & Marketing	72B	16h ago
MCP serverllms.txt+2	Agent Tools	66C	3d ago

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