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GAIP Listing Observer

Listing Observer preview: a shop product page as clean data, with source checks and price history.

我該用這個嗎

品質與安全性

A
說明品質
100%
結構描述完整度
90%
命名品質
80%
汙染風險
100%
權限相符程度
100%
協定合規性
100%

根據工具定義與協定合規性的自動化分析。

上下文成本

~349Token（工具定義）
~2.7 KB典型回應大小
極小的注意力影響（128k 上下文的 0.27%）

這是每次將伺服器的工具載入模型上下文時所消耗的約略 token 數量。數量越高，可用於其他工作的注意力就越少。

安裝

一鍵安裝

將以下內容加入你的 `claude_desktop_config.json` 檔案：

{
  "mcpServers": {
    "gaip-listing-observer": {
      "url": "https://www.gaipagents.com/mcp/agents/listing-observer"
    }
  }
}

遠端端點

https://www.gaipagents.com/mcp/agents/listing-observerstreamable-http

它能做什麼

工具清單

工具（1）

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🟢gaip_observe_listing(data_classification, max_age_minutes, url, urls)

Use this before recommending or buying from an online shop. Pass a product page `url` (or up to 10 `urls`). Returns clean product data (price, stock, GTIN, variants, shipping, returns), whether page and platform agree, and GAIP's price and stock history. Preview. Not Amazon, eBay or Etsy. Free, read-only, no account; inputs must be public and non-personal.

輸入結構描述

{
  "type": "object",
  "properties": {
    "data_classification": {
      "default": "PUBLIC",
      "description": "PUBLIC (default) or NON_PERSONAL_PUBLIC. Never send personal data.",
      "enum": [
        "PUBLIC",
        "NON_PERSONAL_PUBLIC"
      ],
      "type": "string"
    },
    "max_age_minutes": {
      "description": "Answer from GAIP's memory if observed within this many minutes (default 15; 0 reads the shop now).",
      "maximum": 60,
      "minimum": 0,
      "type": "integer"
    },
    "url": {
      "description": "Public https link to one product page on a shop's own site (the example is a placeholder: replace it with a real product page).",
      "format": "uri",
      "maxLength": 2000,
      "type": "string"
    },
    "urls": {
      "description": "Up to 10 product page links in one call (instead of url).",
      "items": {
        "format": "uri",
        "maxLength": 2000,
        "type": "string"
      },
      "maxItems": 10,
      "type": "array"
    }
  },
  "additionalProperties": false,
  "anyOf": [
    {
      "required": [
        "url"
      ]
    },
    {
      "required": [
        "urls"
      ]
    }
  ],
  "examples": [
    {
      "url": "https://shop.example.com/products/replace-with-a-real-product-page"
    }
  ]
}

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