Recoup: AI agent refund audit

Checks AI support agent refunds against Shopify and Stripe. Read-only pricing, fit and estimates.

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质量与安全性

B
描述质量
88%
模式完整度
48%
命名质量
95%
投毒风险
100%
权限匹配度
100%
协议合规性
100%

发现(1)

  • LOWTool 'get_recoup_pricing' description lacks action verb在 get_recoup_pricing 中

基于对工具定义和协议合规性的自动分析。

上下文开销

~431token 数(工具定义)
~531 B典型响应大小
对注意力的影响极小(占 128k 上下文窗口的 0.34%)

这是每次将服务器的工具加载到模型上下文窗口时所消耗的大致 token 数。数值越高,可用于其他任务的注意力就越少。

安装

一键安装

将以下内容添加到你的 `claude_desktop_config.json` 文件中:

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

远程端点

https://recoupaudit.com/mcp/streamable-http

它能做什么

工具清单

工具(4)

🟢 只读🟡 写入🔴 删除⚪ 未知
🟢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.

输入模式

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

Current Recoup prices and what each plan covers.

输入模式

{
  "type": "object",
  "properties": {}
}
🟢estimate_refund_exposure(ai_tickets_per_month, money_promise_share, mismatch_share, average_amount)

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.

输入模式

{
  "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"
  ]
}
🟢list_supported_sources

Which help desks, AI agents and payment systems Recoup reads, with the page for each.

输入模式

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

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最近观测

已验证未记录版本4 个工具