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_url

act imperative

Read a task on a real public site, then remember it so the next visit does not re-read. Call recall_url first. STRICTLY READ-ONLY (GET only, never submits). Pass pages as the URLs the user already opened, in order, to learn after they navigated by hand. No browser extension.

Input schema

Property	Type	Required	Description
`url`	string	no	An http or https URL of a public page
`pages`	array	no	URLs the user opened, in order. Use this after they navigated by hand.
`force`	boolean	no	Re-read even if known, to detect a changed shape

Raw JSON schema

{
  "type": "object",
  "properties": {
    "url": {
      "type": "string",
      "description": "An http or https URL of a public page"
    },
    "pages": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "URLs the user opened, in order. Use this after they navigated by hand."
    },
    "force": {
      "type": "boolean",
      "description": "Re-read even if known, to detect a changed shape"
    }
  }
}