Question 1

What does "Agent Ready" mean?

Accepted Answer

A site is "Agent Ready" when AI agents (like GPT, Claude, Gemini, or autonomous browsing agents) can programmatically discover your content, authenticate, and interact with your APIs using standardized protocols. We test 14 key protocols across discovery, authentication, protocols, and commerce.

Question 2

Why does agent readiness matter in 2025?

Accepted Answer

AI agents are becoming a major traffic source. By 2026, an estimated 30% of web interactions will involve an AI agent. Sites that are discoverable by agents will get included in AI-generated recommendations, tool use, and autonomous workflows — similar to how SEO drove search traffic in the 2010s. Being agent-ready gives you a critical competitive advantage.

Question 3

What is a MCP Server Card?

Accepted Answer

A Model Context Protocol (MCP) Server Card is a JSON file at /.well-known/mcp/server-card.json that describes what tools and capabilities your server offers to AI models and agents. It includes tool definitions, input schemas, and capability descriptions. Leading AI platforms like Anthropic Claude use MCP to interact with websites.

Question 4

What is RFC 9727 API Catalog?

Accepted Answer

RFC 9727 defines a well-known URI (/.well-known/api-catalog) where sites can advertise their machine-readable API descriptions using application/linkset+json format, making APIs discoverable by automated clients and AI agents.

Question 5

What are Content-Signal directives?

Accepted Answer

Content-Signal directives in robots.txt tell AI crawlers about your content licensing and AI training policies. For example: Content-Signal: ai-train=disallowed, search=allowed, ai-input=allowed. This helps you control how AI systems use your content while still being discoverable.

Question 6

What is WebMCP?

Accepted Answer

WebMCP is a browser API that lets websites expose tools and actions to AI agents via navigator.modelContext.provideContext(). Agents can discover and execute these tools while browsing, enabling rich agent-site interactions without requiring server-side API endpoints.

Question 7

What are x402, UCP, and ACP?

Accepted Answer

These are emerging agent commerce protocols. x402 enables HTTP-native payments (HTTP 402 status code), UCP (Universal Commerce Protocol) standardizes commerce APIs for agent interactions, and ACP (Agentic Commerce Protocol) lets agents discover checkout and payment capabilities automatically.

Question 8

How can I improve my agent readiness score?

Accepted Answer

Start with the basics: ensure robots.txt, sitemap.xml, and Link headers are present. Then add /.well-known/api-catalog, openid-configuration, and MCP server card. For advanced scores, implement WebMCP, Content-Signal directives, and commerce protocols. Our full account provides implementation guides for each protocol.

Question 9

What is the difference between SEO and agent readiness?

Accepted Answer

SEO optimizes for search engine crawlers (Google, Bing) that index your content for search results. Agent readiness optimizes for AI agents (ChatGPT, Claude, Copilot) that discover and interact with your site programmatically. Both are essential for modern web visibility — agent readiness is the next evolution of SEO.

Question 10

How does OAuth discovery help AI agents?

Accepted Answer

OAuth/OIDC discovery (/.well-known/openid-configuration) tells AI agents how to authenticate with your APIs. This enables secure agent interactions — agents can obtain tokens, call protected endpoints, and act on behalf of users while respecting your authorization rules.

Feature	Free Check No signup	Free Account Sign up free	Pro Plan Starting at $29/mo
Agent readiness score & grade
14-protocol check results
Pass/fail per protocol
Improvement roadmap
Implementation guides
Competitor comparison
Accessibility audit + AI fixes
Recurring agent readiness monitoring
Multi-site scanning
API access for CI/CD
White-label reports
Priority support

Is Your Website
Agent Ready?

14 Agent Discovery Protocols We Check

Discovery

robots.txt

Content-Signal

Sitemap

Link Headers (RFC 8288)

API

API Catalog (RFC 9727)

Auth

OAuth / OIDC Discovery

OAuth Protected Resource

Protocol

MCP Server Card

Agent Skills Index

Markdown for Agents

WebMCP

Commerce

x402 Payment Protocol

Universal Commerce Protocol

ACP Discovery

Why Agent Readiness Matters in 2025

AI Agents Are the New Users

Controlled, Secure Access

API Economy Growth

Competitive Advantage

Free Check vs Full Account

The Agentic Web by the Numbers

Make Your Site Fully Discoverable

Frequently Asked Questions

Explore More Tools & Resources

Free Accessibility Scan

WCAG 2.1 Guide

Accessibility Widget

Pricing Plans

Is Your Website Agent Ready?