Is Your Website Invisible to AI Agents?

Chrome 146 just shipped WebMCP โ€” the new W3C standard that lets AI agents read, understand, and interact with websites. Without it, your site is a black box to every AI agent, browser assistant, and autonomous workflow that visits it.

Scan any URL in seconds and get a full compliance report across 19 checks.

๐Ÿ”ฅ Chrome 146 Live W3C Standard Free Instant Audit No Login Required 19 Compliance Checks

Why WebMCP Matters Now

The web is shifting from human-first to agent-first. Sites that don't adapt will be left behind.

๐Ÿค–

AI Agents Can't Use Your Site

Without WebMCP tool definitions, AI agents visiting your site have no idea what actions they can take. Your forms, search, checkout โ€” all invisible. They bounce and go to a competitor that is compliant.

๐Ÿ”

You're Missing a New Search Channel

AI assistants increasingly act as intermediaries between users and websites. If your site isn't agent-readable, you won't appear in AI-generated recommendations, summaries, or automated workflows โ€” a growing source of traffic.

โšก

Chrome 146 Shipped 10 Days Ago

WebMCP is not a future spec โ€” it's live in Chrome 146 right now. Early adopters who implement it today will have a significant first-mover advantage before it becomes a mainstream requirement.

๐Ÿท๏ธ

3 HTML Attributes Is All It Takes

The declarative WebMCP API requires just toolname, tooldescription, and toolaction on your existing HTML forms. No framework required.

๐Ÿง 

Built-in AI Changes Everything

Chrome's Prompt API (LanguageModel) lets your website use on-device Gemini Nano โ€” no API costs, no server calls, full privacy. Sites that leverage this will deliver smarter experiences than those relying on cloud AI alone.

๐Ÿ“‰

Non-Compliant Sites Score F

Our audit shows 99%+ of websites currently score below 20/100. That gap is your opportunity โ€” implement WebMCP now and be in the top 1% of agent-ready sites while competitors are still unaware it exists.

--
Compliance Score
-

โšก Infrastructure

๐Ÿ”“ Agent Access

๐Ÿท๏ธ Declarative WebMCP

โš™๏ธ Imperative WebMCP

๐Ÿค– Chrome Prompt API (Built-in AI)

๐Ÿš€ Make Your Site Agent-Ready

Add WebMCP compliance to your site in minutes with our WordPress plugin or get a done-for-you audit.

๐Ÿ› ๏ธ Your Site Is Missing Critical WebMCP Files

Most issues can be fixed in under 30 minutes. Our done-for-you service handles everything โ€” from adding toolname attributes to registering your site's agent discovery manifest.

Frequently Asked Questions

Everything you need to know about WebMCP and agent readiness.

WebMCP (Web Model Context Protocol) is a W3C standard launched in Chrome 146 that allows websites to expose their functionality as tools that AI agents can discover and use. It's the browser-native implementation of the Model Context Protocol, letting your HTML forms become callable tools for any AI agent visiting your site.
WebMCP shipped as an early preview in Chrome 146, released February 8, 2026 โ€” less than two weeks ago. This makes it one of the most recent major web standards to ship, and the vast majority of websites have not yet implemented it.
Your site won't break for human visitors. However, AI agents and browser assistants that visit your site will be unable to understand or interact with it programmatically. As AI-assisted browsing grows, non-compliant sites risk being bypassed in favour of agent-ready competitors.
The declarative approach is extremely simple โ€” you add three HTML attributes (toolname, tooldescription, toolaction) to your existing <form> elements. The imperative approach using navigator.modelContext.registerTool() requires JavaScript but gives you more control and richer tool definitions.
The Chrome Prompt API (LanguageModel) gives websites access to Chrome's built-in Gemini Nano model directly from JavaScript โ€” no API key, no server costs, no data leaving the device. It allows websites to build AI-powered features that work entirely on-device with full user privacy.
An F score (below 50/100) means your site has little to no AI agent readiness. It likely lacks WebMCP tool definitions, has no agent discovery manifest, and doesn't use the Chrome Prompt API. This is currently the score of 99%+ of websites โ€” but it's entirely fixable.
The /.well-known/webmcp file is a JSON discovery manifest that AI agents can fetch before visiting your site to understand what tools you offer. It's analogous to robots.txt for search engines, but for AI agents. It contains your tool names, descriptions, input schemas, and API endpoints.
Currently WebMCP is only available in Chrome 146+ as an early preview. However, the declarative HTML attributes are harmless in other browsers โ€” they'll simply be ignored. Firefox and Safari will likely implement the standard once it matures, making early implementation a safe forward-compatible choice.
llms.txt is a plain-text file at the root of your site that describes your content, tools, and key pages for AI language models. Think of it as a human-readable sitemap designed for AI. It's not an official W3C standard yet, but it's increasingly recognised by AI crawlers including ChatGPT, Claude, and Perplexity.
Not negatively. The declarative WebMCP attributes are added to existing HTML elements and don't interfere with standard SEO signals. If anything, being agent-discoverable may positively affect AI-driven search and recommendation systems that are beginning to favour structured, machine-readable sites.
When an AI agent submits a WebMCP-enabled form, the SubmitEvent includes an agentInvoked boolean flag. This lets your server or JavaScript distinguish between a human submission and an agent submission, allowing you to return structured JSON to the agent instead of a full HTML page response.
Our validator fetches the target URL through a secure server-side proxy, retrieving the actual HTML source and HTTP response headers. It simultaneously checks robots.txt and /.well-known/webmcp. All checks run against the real fetched content โ€” not simulated data. The proxy includes SSRF protection and rate limiting.
Yes, completely free. Scan as many sites as you like. For a more comprehensive audit including UCP (Universal Commerce Protocol) compliance, JavaScript execution testing, and a done-for-you remediation service, visit ucpscanner.com.
requestUserInteraction() is a WebMCP API that allows your site to pause an agent's action and ask the human user for confirmation before proceeding. This is the human-in-the-loop consent mechanism โ€” critical for actions like form submissions, purchases, or deletions triggered by an AI agent.
Start with the declarative approach โ€” add toolname, tooldescription, and toolaction to your key forms. Then create a /.well-known/webmcp JSON manifest. For a complete done-for-you implementation, visit ucpcompliant.com โ€” we handle everything from attribute injection to manifest creation and API endpoint setup.