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

recall_url

answer imperative

Ask whether a real site's task is already known, WITHOUT fetching it. Call this before learn_url on any URL. A hit returns the stored steps and fields immediately and costs no page read at all, which is the whole point: an agent that re-reads a site's DOM on every visit pays that cost forever. Keyed by origin and a fingerprint of the task's shape, so ordinary content churn does not invalidate it.

Input schema

Property	Type	Required	Description
`url`	string	yes	An http or https URL

Raw JSON schema

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