Question 1

What is an agent-readiness score?

Accepted Answer

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.

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.

toolshed.sh

toolshed.sh