webmcp-tool

Agent Readiness Check

rafeblandford.com

Checked 2026-09-08 06:06 UTC

78 / 100
grade B

Agents can partly use this site

An agent can read this site and get some way through it, with friction. The points still on the table are listed below, largest first.

Fitness50 / 55Does the site work for agents today?
Adoption15 / 28Which agent protocols are in place?
Agent Access20 / 20Can an agent reach the page at all?
Machine Readability20 / 20Can it understand what is on the page?
Actionability10 / 15Can it finish the job?
Integration12 / 15Can another system find and call your capabilities?
Identity & Commerce3 / 7Can an agent prove who it is, and pay you?
WebMCP Implementation0 / 6Are there tools an agent can call in the page?

Three fixes worth doing first

Ordered by the points still on the table. Each one comes from a documented check and, where it exists, with the code that fixes it.

01document.modelContext is in use

+6 pts

No WebMCP tools are registered.

How to fix it Register your two or three most valuable actions as tools with document.modelContext.registerTool. Start read-only. The polyfill lets you ship before the browser support is universal.

await document.modelContext.registerTool({
  name: "search_products",
  description: "Search the catalog by free text and optional filters.",
  inputSchema: {
    type: "object",
    properties: { query: { type: "string", description: "Free-text search term" } },
    required: ["query"],
  },
  annotations: { readOnlyHint: true },
  execute: async ({ query }, { signal }) => {
    const res = await fetch(`/api/search?q=${encodeURIComponent(query)}`, {
      credentials: "same-origin",
      signal,
    });
    return { content: [{ type: "text", text: JSON.stringify(await res.json()) }] };
  },
});

WebMCP specification (W3C WebML CG)Explainer repositoryChrome for Developers — WebMCP

02A primary action is discoverable

+5 pts

Nothing on this page can be completed by an agent.

How to fix it Make the main action part of the served HTML: a real form, a search input, or a link to the booking or cart route. A button that only exists after hydration does not count.

03Tool names and descriptions

+5 pts

No tools to inspect.

How to fix it Keep names inside 1–128 characters of A–Z, a–z, 0–9, underscore, hyphen and dot. Write descriptions that say what the tool returns and when to prefer it. Stay well under fifty tools per page.

Your first WebMCP tool, matched to this page

The crawl found no search, shop, booking flow or form on this page, so the example below registers the one tool every site can ship in an hour: a read-only summary an agent can call instead of scraping. Paste it and the page stops being guessed at and starts being called.

registerTool

// Register the first tool an agent can call on this page.
// Works today with the polyfill: npm install @mcp-b/global
await document.modelContext.registerTool({
  name: "get_page_summary",
  description: "Return a short summary of the current page and links to its main sections.",
  inputSchema: { type: "object", properties: {} },
  annotations: { readOnlyHint: true },
  execute: async (_args, { signal }) => {
    const text = document.querySelector("main")?.innerText.slice(0, 2000) ?? document.title;
    return { content: [{ type: "text", text }] };
  },
});

.well-known/webmcp

{
  "name": "rafeblandford.com",
  "description": "Return a short summary of this site and links to its main sections.",
  "tools": [
    {
      "name": "get_page_summary",
      "description": "Return a short summary of the current page and links to its main sections."
    }
  ],
  "pages": [
    "https://rafeblandford.com/"
  ]
}

The manifest at /.well-known/webmcp is the convention ChatGPT Desktop reads to list site tools. It is not part of the score yet; the registered tool above is.

llms.txt

# Rafe Blandford — Technology & Product Leader (CTPO)

> Technology & Product Leader — most recently CTPO at Digitas UK (Publicis Groupe). Founder of All About Symbian; writing on product, technology and AI.

## Main pages
- [Start](https://rafeblandford.com/)
- [About](https://rafeblandford.com/about)
- [Contact](https://rafeblandford.com/contact)

Built from this page's own title and description. Replace the three links with your canonical pages.

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Agent Readiness Score for rafeblandford.com: grade B, 78 out of 100 — measured by webmcp-tool.com
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Agent Readiness Check

The full report, plus a re-check in 30 days

Every check with the evidence it was judged on and the code that fixes it, sent as a link that always re-scans. In 30 days we scan again and tell you what moved.

  • All checks, pass by pass, with the exact header, count or path behind each verdict
  • Copy-paste fixes generated from your own markup
  • A re-check in 30 days with the difference, confirmed by you with one click

One email with the report, one re-check after you confirm it, and nothing else unless you ask. No account. Five reports per company per day. What we do with the address.

Agent Tracking

You know whether agents can read this site. Want to know what they do with it?

One line of script records which assistants send visitors, which pages they fetch, which WebMCP tools they call and whether they finish. No cookies, no personal data, hosted in Germany. The check score shows up in the dashboard and is re-scanned monthly.

<script defer data-domain="rafeblandford.com" src="https://webmcp-tool.com/agent.js"></script>

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