Underpriced AI

Real eBay sold prices by photo or description. Signed-in photo scans: your currency and eBay drafts.

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
97%
命名品質
90%
汙染風險
60%
權限相符程度
100%
協定合規性
100%

發現項目(3)

  • HIGHTool poisoning patterns detected
  • LOWTool description contains role marker that could confuse chat models在 get_scan_result 中
  • LOWTool description contains role marker that could confuse chat models在 list_on_ebay 中

根據工具定義與協定合規性的自動化分析。

上下文成本

~1,525Token(工具定義)
~1.4 KB典型回應大小
中等的注意力影響(128k 上下文的 1.19%)

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": {
    "underpriced-ai": {
      "url": "https://underpricedai.com/api/mcp"
    }
  }
}

遠端端點

https://underpricedai.com/api/mcpstreamable-http

它能做什麼

工具清單

工具(6)

🟢 唯讀🟡 寫入🔴 刪除⚪ 未知
🟢price_item(description, image_url, condition, cost)

What a secondhand item sells for on eBay: a calibrated estimate with a range, the recent real eBay sales behind it (sold comps, linked where the source gives a link), three list prices (fast, market, patient) with the 14-day sell chance, what the seller keeps after eBay fees, and a worth-it verdict when you pass what the user would pay. Description prices are eBay US in USD. A photo price (image_url, a public https link) needs the user signed in through the connector: it runs a real scan on their account, priced in their own eBay marketplace and currency (price.currency). Without sign-in, describe the item; a description works but reads less than a photo.

輸入結構描述

{
  "type": "object",
  "properties": {
    "description": {
      "description": "What the item is: brand, model or pattern, size, any marks, completeness.",
      "type": "string",
      "minLength": 3,
      "maxLength": 1200
    },
    "image_url": {
      "description": "Public https URL of a photo of the item. Preferred over description alone.",
      "type": "string",
      "maxLength": 2000,
      "format": "uri"
    },
    "condition": {
      "description": "Condition as the user states it.",
      "type": "string",
      "enum": [
        "New",
        "Like New",
        "Good",
        "Fair",
        "Poor"
      ]
    },
    "cost": {
      "description": "What the user paid or would pay for it, for a worth-it verdict: in USD, or in the seller's own currency for a photo scan on a signed-in account.",
      "type": "number",
      "minimum": 0,
      "maximum": 100000
    }
  },
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
🟢get_sold_comps(query)

The most recent real eBay US sales (sold comps) for a search query (brand, model or pattern, a few specific words), with the count, median and quartiles. Use when the user wants to see what actually sold and for how much.

輸入結構描述

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "minLength": 2,
      "maxLength": 120,
      "description": "3 to 6 specific words, brand and model first, like an eBay search."
    }
  },
  "required": [
    "query"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
🟢worth_it(expected_sale_price, cost)

What the seller keeps after eBay fees and a verdict (worth it / thin / pass) for an expected sale price and what the user would pay. Pure arithmetic in USD; use price_item first when the sale price is unknown.

輸入結構描述

{
  "type": "object",
  "properties": {
    "expected_sale_price": {
      "type": "number",
      "exclusiveMinimum": 0,
      "maximum": 1000000,
      "description": "Expected eBay sale price in USD."
    },
    "cost": {
      "type": "number",
      "minimum": 0,
      "maximum": 1000000,
      "description": "What the user would pay for the item in USD."
    }
  },
  "required": [
    "expected_sale_price",
    "cost"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
🟢buy_credits(pack)

Ways to pay for Underpriced AI scans. Without a choice it lists the credit packs (5 to 250 scans, from $3; credits never expire) and, for a signed-in user, their balance. PACK_5, PACK_15 and PACK_30 can be bought here: with one it returns a Stripe Checkout link for that user. PAY_AS_YOU_GO is only for a signed-in plan subscriber whose plan scans run out (top-up scans, 25 cents each past the plan); it is listed only when the account can use it. Larger packs and monthly plans (whose unused scans carry over one month) are on the pricing page. Anonymous callers get the pricing page link.

輸入結構描述

{
  "type": "object",
  "properties": {
    "pack": {
      "description": "A pack to buy, or PAY_AS_YOU_GO (top-up scans, plan subscribers only). Leave empty to see the options and the balance first.",
      "type": "string",
      "enum": [
        "PACK_5",
        "PACK_15",
        "PACK_30",
        "PAY_AS_YOU_GO"
      ]
    }
  },
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
🟢get_scan_result(scan_id, cost)

For a signed-in user: the finished result for a scan on their account, in the same shape as price_item, once the sold comps have landed in the background. Call it with the account.scanId a photo price returned when that result said comps were still loading (about 20 seconds later), or to re-read any saved scan.

輸入結構描述

{
  "type": "object",
  "properties": {
    "scan_id": {
      "type": "string",
      "minLength": 8,
      "maxLength": 200,
      "description": "The account.scanId from a signed-in price_item, or the saved-scan link."
    },
    "cost": {
      "description": "What the user would pay, in the scan's currency (price.currency), for a worth-it verdict.",
      "type": "number",
      "minimum": 0,
      "maximum": 100000
    }
  },
  "required": [
    "scan_id"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
🟡list_on_ebay(scan_id, price, condition, title)

For a signed-in user: turns a photo scan from price_item (account.scanId) into an inventory item with a draft eBay listing on their Underpriced AI account (title, list price defaulting to the market price, condition, description) and returns the link where they review and publish it in the app, plus whether eBay is connected and the connect link if not (connecting brings them back to the same item). It never publishes anything and only prepares eBay; publishing happens in the app after the user checks the listing, and until then the draft shows on the Sell tab under Not live yet.

輸入結構描述

{
  "type": "object",
  "properties": {
    "scan_id": {
      "type": "string",
      "minLength": 8,
      "maxLength": 200,
      "description": "The account.scanId that price_item returned for a photo scan on this account (the saved-scan link works too)."
    },
    "price": {
      "description": "List price in the scan's currency (price.currency from price_item). Leave empty for the scan's market list price.",
      "type": "number",
      "exclusiveMinimum": 0,
      "maximum": 100000
    },
    "condition": {
      "description": "Overrides the condition read from the photo.",
      "type": "string",
      "enum": [
        "New",
        "Like New",
        "Good",
        "Fair",
        "Poor"
      ]
    },
    "title": {
      "description": "Overrides the generated listing title (80 characters, eBay's limit).",
      "type": "string",
      "minLength": 3,
      "maxLength": 80
    }
  },
  "required": [
    "scan_id"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}

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