yolo-learn.vercel.app WebMCP Tools, Schemas & Agent Capabilities

yolo-learn.vercel.app

live Unverified (seed import) AI & Agents 14 tools imperative implementation

Yolo Learn reads a website's form by itself, mints a WebMCP tool for the task live mid-session, and when the site is redesigned it reports what changed, asks at most one question, heals, and runs…

First seen 2026-11-05 · Last seen 2026-11-05 · Source: webmcp.com

Answer 6 · Act 8 · Transact 0 · Score: Not yet scored

Tool inspector

learn_markup

act imperative

Learn a task from HTML the user (or you) already rendered in a real browser, including a logged-in page. Pass the page url and the painted markup. Cookies stay in that browser; password and card fields are stripped. Use this when learn_url cannot see fields because they exist only after login.

Input schema

Property	Type	Required	Description
`url`	string	yes	The http(s) URL of the tab the markup came from
`html`	string	yes	document.documentElement.outerHTML from that tab

Raw JSON schema

{
  "type": "object",
  "properties": {
    "url": {
      "type": "string",
      "description": "The http(s) URL of the tab the markup came from"
    },
    "html": {
      "type": "string",
      "description": "document.documentElement.outerHTML from that tab"
    }
  },
  "required": [
    "url",
    "html"
  ]
}