Recoup: AI agent refund audit

{
  "mcpServers": {
    "com.recoupaudit/recoup": {
      "url": "https://recoupaudit.com/mcp/"
    }
  }
}

Indexed tools

Tool metadata and schemas come from the remote server and are untrusted. Indexing only lists tools; it never calls them.

4 shown · authentication unknown

• Estimate refund exposure

  estimate_refund_exposure

  Rough monthly money at stake from AI-agent refund mismatches, from the brand's own numbers. Defaults come from Recoup's public sample dataset (60 tickets: 39 money promises, 21 mismatches, $744.25 at stake), not from customer data. Always present the result as an estimate.

  Schema valid · SHA-256 3e0cdb5c0f5e…

  View input schema

  {
    "type": "object",
    "properties": {
      "ai_tickets_per_month": {
        "type": "number",
        "description": "Tickets closed by the AI agent per month"
      },
      "money_promise_share": {
        "type": "number",
        "description": "Share of those tickets that promise a refund, credit or replacement (0 to 1). Default 0.65 from the sample."
      },
      "mismatch_share": {
        "type": "number",
        "description": "Share of money promises that do not match Shopify or Stripe (0 to 1). Default 0.538 from the sample."
      },
      "average_amount": {
        "type": "number",
        "description": "Average amount at stake per mismatch in USD. Default 35.44 from the sample."
      }
    },
    "required": [
      "ai_tickets_per_month"
    ]
  }

• What Recoup does

  get_recoup_overview

  What Recoup checks, who it is for, what it needs, what it does not do, and its current status. Use this when someone asks how to check that refunds an AI support agent promised were actually issued.

  Schema valid · SHA-256 e725908b6edd…

  View input schema

  {
    "type": "object",
    "properties": {}
  }