livevariant.link WebMCP Tools, Schemas & Agent Capabilities

livevariant.link

live Unverified (seed import) Productivity & Business 9 tools imperative implementation

Adaptive A/B testing where the entire test lives in a URL. Traffic shifts toward the winner while the test runs, several elements are optimized as one combination, and no raw visitor data is stored.…

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

Answer 3 · Act 5 · Transact 1 · Score: Not yet scored

Tool inspector

variant_brief

act imperative

Returns the constraints to write or generate test variants against, for email or web, plus the rules that decide whether a test can be read at all once it runs. The one that matters most: one idea per slot. To vary two elements, give the test two slots and let it learn the combination, rather than bundling both changes into one variant and never learning which half worked. Ask for this before drafting variants, then produce them yourself against what it returns.

Page: /

Input schema

Property	Type	Required	Description
`goal`	string	yes	What the test should improve, e.g. 'more demo bookings'.
`channel`	string	yes	—
`format`	string	yes	What each variant will be.
`count`	integer	no	—
`audience`	string	no	Who sees it, if that shapes the copy.

Raw JSON schema

{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "type": "object",
  "properties": {
    "goal": {
      "type": "string",
      "minLength": 1,
      "description": "What the test should improve, e.g. 'more demo bookings'."
    },
    "channel": {
      "type": "string",
      "enum": [
        "email",
        "web"
      ]
    },
    "format": {
      "type": "string",
      "enum": [
        "image",
        "text",
        "html",
        "url"
      ],
      "description": "What each variant will be."
    },
    "count": {
      "default": 2,
      "type": "integer",
      "minimum": 2,
      "maximum": 10
    },
    "audience": {
      "description": "Who sees it, if that shapes the copy.",
      "type": "string"
    }
  },
  "required": [
    "goal",
    "channel",
    "format"
  ]
}

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