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索引已觀測

AiProfile

Answers about local businesses, with sources, many confirmed by the owner.

我該用這個嗎

品質與安全性

A
說明品質
95%
結構描述完整度
98%
命名品質
90%
汙染風險
80%
權限相符程度
100%
協定合規性
100%

發現項目（3）

  • HIGHTool poisoning patterns detected
  • MEDIUMTool 'discover_businesses' description contains placeholder text在 discover_businesses 中
  • INFOTool description contains placeholder or incomplete text在 discover_businesses 中

根據工具定義與協定合規性的自動化分析。

上下文成本

~966Token（工具定義）
~1.6 KB典型回應大小
中等的注意力影響（128k 上下文的 0.75%）

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": {
    "answers": {
      "url": "https://www.aiprofile.com/api/mcp"
    }
  }
}

遠端端點

https://www.aiprofile.com/api/mcpstreamable-http

它能做什麼

工具清單

工具（4）

🟢 唯讀🟡 寫入🔴 刪除⚪ 未知
🟢search_business(query, language, limit)

Find a business BY NAME (plus optionally city/country). Returns matching businesses with a stable id to use with get_profile and ask_business. Example query: 'brasserie van dam amsterdam'. NOTE: this matches business names only. To browse by category ('italian restaurants in amsterdam') use discover_businesses instead.

輸入結構描述

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "minLength": 3,
      "maxLength": 80,
      "description": "Business name, optionally with city or country."
    },
    "language": {
      "type": "string",
      "minLength": 2,
      "maxLength": 5,
      "description": "Preferred profile language (ISO 639-1, e.g. 'en' or 'nl')."
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 20
    }
  },
  "required": [
    "query"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢discover_businesses(category, city, country, language, min_quality, ...)

Browse businesses by CATEGORY and place. Use when the caller does NOT know a specific business name, e.g. category 'italian restaurant' + city 'amsterdam' + country 'netherlands'. Full profiles (with approved Q&As) rank above basics-only placeholder entries; results carry the same stable id for get_profile and ask_business. Neighborhood and geo filtering are not supported yet.

輸入結構描述

{
  "type": "object",
  "properties": {
    "category": {
      "type": "string",
      "minLength": 3,
      "maxLength": 80,
      "description": "Business category, cuisine or kind, e.g. 'italian restaurant', 'coffee roastery', 'hotel'."
    },
    "city": {
      "type": "string",
      "minLength": 2,
      "maxLength": 60,
      "description": "City, name or slug: 'Amsterdam', 'New York' and 'new-york' all work."
    },
    "country": {
      "type": "string",
      "minLength": 2,
      "maxLength": 60,
      "description": "Country, name, ISO code or slug: 'Netherlands', 'nl', 'USA' all work."
    },
    "language": {
      "type": "string",
      "minLength": 2,
      "maxLength": 5,
      "description": "Preferred profile language (ISO 639-1)."
    },
    "min_quality": {
      "type": "string",
      "enum": [
        "any",
        "non_placeholder",
        "claimed"
      ],
      "description": "Filter by profile quality. Default 'any' (placeholders included, ranked last)."
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 20
    }
  },
  "required": [
    "category",
    "city",
    "country"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_profile(business_id, language)

Read the full profile of one business: every question and answer with sources and approval status ('owner-approved' answers were confirmed by the verified business owner). Use the business id from search_business.

輸入結構描述

{
  "type": "object",
  "properties": {
    "business_id": {
      "type": "string",
      "minLength": 1,
      "maxLength": 64,
      "description": "Stable business id from search_business."
    },
    "language": {
      "type": "string",
      "minLength": 2,
      "maxLength": 5,
      "description": "Preferred profile language (ISO 639-1)."
    }
  },
  "required": [
    "business_id"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢ask_business(business_id, question, language)

Ask a free-text question about one business. Returns the best-matching approved Q&As verbatim, each with sources and approval status, plus a coverage field: 'full' (the whole question was covered), 'partial' (only part of a multi-intent question matched; check what is missing), or 'none' (nothing matched; available_questions lists what this profile can answer). Use the business id from search_business.

輸入結構描述

{
  "type": "object",
  "properties": {
    "business_id": {
      "type": "string",
      "minLength": 1,
      "maxLength": 64,
      "description": "Stable business id from search_business."
    },
    "question": {
      "type": "string",
      "minLength": 3,
      "maxLength": 300,
      "description": "The question, in any language."
    },
    "language": {
      "type": "string",
      "minLength": 2,
      "maxLength": 5,
      "description": "Preferred profile language (ISO 639-1)."
    }
  },
  "required": [
    "business_id",
    "question"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

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