Blog Posts

What is WebMCP? The Complete Guide for Web Developers
WebMCP (Web Model Context Protocol) lets websites expose structured tools to AI agents through the browser. Learn how it works, why it matters, and how to implement it on your site.

WebMCP vs Accessibility: Do You Need Both? (Yes, But Not Why You Think)
The internet fought about whether WebMCP and accessibility are the same thing. We scanned dozens of sites to find out. The answer is more interesting than either camp admits.

WebMCP Tool Annotations: The 2-Point Check That Agents Actually Care About
Tool annotations tell AI agents how to use your tools safely. Learn all 4 annotations — readOnlyHint, destructiveHint, idempotentHint, openWorldHint — with copy-paste examples.

WebMCP Score: What A+ to F Means (and How to Stop Failing)
Your WebMCP readiness score isn't just a letter grade — it's a roadmap. Learn what each grade means, how all 15 checks work, and the fastest path from F to A+.

WebMCP vs MCP: What's the Difference?
WebMCP and Anthropic's MCP are both protocols for AI agents, but they serve different purposes. Learn when to use each one and why most websites will need both.

How to Make Your Website AI-Agent Ready in 10 Minutes
A step-by-step guide to making your website accessible to AI agents using WebMCP, structured data, and llms.txt. No framework changes required.

How to Add llms.txt to Your Website: The Complete Guide
llms.txt is a new standard that helps AI systems understand your website. Learn what it is, how to create one, and see examples for different types of sites.

Chrome 146 WebMCP Early Preview: What Developers Need to Know
Google Chrome 146 ships the first browser implementation of WebMCP. Here's what's included, how to enable it, and what it means for web developers.
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