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

audit_url

act imperative

Audit any public web page by URL. The page is fetched server-side, because a browser cannot read another origin, then measured in this browser in a sandboxed frame with scripts disabled. Returns the same three lenses as audit_page. Two limits worth passing on to the user: no JavaScript from the target runs, so a client-rendered site will look nearly empty, and private or reserved addresses are refused.

Input schema

Property	Type	Required	Description
`url`	string	yes	An http or https URL of a public page

Raw JSON schema

{
  "type": "object",
  "properties": {
    "url": {
      "type": "string",
      "description": "An http or https URL of a public page"
    }
  },
  "required": [
    "url"
  ]
}