Laspi Business Directory
Search a directory of real, owner-confirmed small businesses. Read-only; attribution required.
我该使用它吗
质量与安全性
基于对工具定义和协议合规性的自动分析。
上下文开销
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": {
"directory": {
"url": "https://laspi.pro/api/v1/mcp/directory"
}
}
}远程端点
https://laspi.pro/api/v1/mcp/directorystreamable-http它能做什么
工具清单
工具（3）
🟢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'.
输入模式
{
"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.
输入模式
{
"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.
输入模式
{
"type": "object",
"properties": {
"question": {
"type": "string",
"description": "Customer question"
},
"language": {
"type": "string",
"description": "Optional service language filter (ISO code)"
}
},
"required": [
"question"
]
}社区
证据