Laspi Business Directory

Search a directory of real, owner-confirmed small businesses. Read-only; attribution required.

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
100%
命名品質
93%
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

~337Token(工具定義)
~671 B典型回應大小
極小的注意力影響(128k 上下文的 0.26%)

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": {
    "directory": {
      "url": "https://laspi.pro/api/v1/mcp/directory"
    }
  }
}

遠端端點

https://laspi.pro/api/v1/mcp/directorystreamable-http

它能做什麼

工具清單

工具(3)

🟢 唯讀🟡 寫入🔴 刪除⚪ 未知
🟢search_businesses(query, niche, city, language)

Search the Laspi Pro public business directory (small businesses: services, location, languages). Returns top matches with name, description, city, languages and the canonical page URL. Use the customer's own words as the query, e.g. 'manicure in Alicante' or 'online QA course in Russian'.

輸入結構描述

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "description": "Natural-language search query"
    },
    "niche": {
      "type": "string",
      "description": "Optional niche key filter"
    },
    "city": {
      "type": "string",
      "description": "Optional city filter (substring)"
    },
    "language": {
      "type": "string",
      "description": "Optional service language filter (ISO code)"
    }
  },
  "required": [
    "query"
  ]
}
🟢get_business(slug)

Get the full public card of one business by its slug (from search results or a laspi.pro/b/{slug} URL): description, services, contacts, languages.

輸入結構描述

{
  "type": "object",
  "properties": {
    "slug": {
      "type": "string",
      "description": "Business slug"
    }
  },
  "required": [
    "slug"
  ]
}
🟢ask_directory(question, language)

Ask the directory a customer question in natural language. Returns schema.org cards of businesses that genuinely answer it (LLM-reranked, strictly from the directory — never invented) + grounding links. Use when the customer describes a NEED rather than a search term.

輸入結構描述

{
  "type": "object",
  "properties": {
    "question": {
      "type": "string",
      "description": "Customer question"
    },
    "language": {
      "type": "string",
      "description": "Optional service language filter (ISO code)"
    }
  },
  "required": [
    "question"
  ]
}

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已驗證未記錄版本3 個工具
已驗證未記錄版本3 個工具
已驗證未記錄版本3 個工具