Agents Are Coming to the Web.Is Your Product Ready?

Scan your site. See what agents can — and can’t — do with it today.

WebMCP is a W3C web standard backed by Google, Microsoft, and the Web Machine Learning Community Group. It gives AI agents a structured, deterministic interface to interact with your product. No screen-scraping, no guesswork.

Try WebMCP live*

Every form on this page is a WebMCP tool. Click “Try it live” to watch an AI agent discover and execute each tool in real time.

scan_webmcp_readiness

Scan any website URL and return a structured WebMCP readiness report with score, grade, and actionable findings.

Parameters

url:stringreq
join_waitlist

Join the WebMCPReady early-access waitlist. Submits the visitor email and any scan session ids collected from readiness scans.

Parameters

email:stringreq
book_discovery_call

Book a WebMCP discovery call with invitee details pre-filled. The visitor still chooses a meeting time.

Parameters

firstName:stringreq
lastName:stringreq
email:stringreq
companyWebsite:stringreq
role:stringreq
urgency:stringreq
currentStack:string

* This is a simulated demo showing what AI assistants — like Cursor, Claude Code, or ChatGPT — could do on this site using WebMCP tools.

Agents use your product like a confused first-time visitor.
WebMCP gives them expert-level proficiency.

Products that expose their core flows to agents gain a native advantage. Agents can discover, recommend, and execute actions in your app without workarounds. Without it, agents guess at your UI — retrying, failing, and skipping flows entirely.

W3C Proposal · Early Preview in Chrome 146
Get early access

We’re building a tool that turns your key user flows into agent-ready capabilities. Drop your email. We’ll let you know when it’s ready.

Why it matters

Agents that actually work

WebMCP replaces guessing at UI elements with structured tool calls. Agents execute your flows deterministically. No vision model, no fragile selectors, no retries.

New reach, zero new infrastructure

Expose flows with HTML attributes on existing forms or a few lines of JavaScript. No backend changes, no new services. It runs in the user’s browser.

Competitive edge

Products that agents can use natively get recommended, automated, and integrated first. Those that can’t become invisible to the agentic workflow.

Future-proof

WebMCP is a W3C-incubated standard with an early preview in Chrome. Build on an open spec that works across agent platforms. No vendor lock-in.

What we measure

A comprehensive check across three levels: from basic reachability to full WebMCP tool integration.

Accessible

Can an AI agent even reach your page?

  • Secure HTTPS connection
  • Page loads with valid HTTP status
  • Correct HTML content headers
  • Not blocked by robots.txt or X-Robots-Tag
  • Fast response, minimal redirects

The baseline. If agents can't even load your page, you're invisible to the entire agentic workflow.

Discoverable

Can AI agents find and understand your site?

  • robots.txt present & permissive
  • Valid web app manifest
  • llms.txt for LLM context
  • ai.txt for agent policies

Agents need to know what your product does before they can recommend it. Discovery metadata is how they find you.

WebMCP-Enabled

The structured interface AI agents actually call.

  • Declarative form tools via HTML attributes
  • Imperative JavaScript API (navigator.modelContext)
  • Feature detection and graceful fallbacks

This is where your product goes from 'visible' to 'usable.' Agents call structured tools instead of guessing at your UI.

Book a discovery call

We’ll review your web app, assess its agent-readiness, and identify the most valuable user flows specific to your product to expose to AI agents.

Frequently asked questions

WebMCP Agent

Live demo

Try WebMCP live