Yelp Business Data

Name: Yelp Business Data
Author: beatanalytics

Search Yelp businesses and retrieve detailed review data through a simple set of tools. This MCP server returns up to 16 business fields — including hours, categories, price range, and contact info — along with full review text, star ratings, owner replies, reviewer metadata, and review images. Use it to analyze customer sentiment for a specific business, compare reviews across competitors, monitor reputation changes, or gather structured business data for local market research. To get started, create an API key at [beatanalytics.org/yelp](https://beatanalytics.org/yelp) and add it to your server configuration.

该来源不提供完整文件导出（国内平台多为平台内托管），仅存元数据与原链

接入信息

传输形态: http
鉴权方式: 需 API Key（需要配置：email、apikey）
端点: https://yelp-business-data.run.tools

该服务需要凭证，请按官方文档申请后替换占位符

{
  "mcpServers": {
    "Yelp Business Data": {
      "headers": {
        "Authorization": "Bearer \u003cYOUR_KEY\u003e"
      },
      "url": "https://yelp-business-data.run.tools"
    }
  }
}

能力清单

工具	说明
search	Search Yelp for businesses by keyword and location. Returns business names, ratings, review counts, categories, price range, coordinates, phone, website, and photos.
details	Get detailed profiles for one or more Yelp businesses. Provide either business_ids or business_aliases (at least one required). Returns address, service area, business highlights, images, review statistics, categories, and contact info.
reviews	Get reviews for a Yelp business. Returns full review text, rating, date, reviewer profile, business owner replies, community feedback counts (useful/funny/cool), and review images. Supports 18 languages and 6 sort modes.

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