Yelp MCP Server

Use Bright Data’s enterprise-grade Yelp MCP Server to scrape only public Yelp data. Extract, analyze, and process public business profiles, reviews, ratings, photos, and location data—quickly, reliably, and at scale.

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The Ultimate MCP Tool to Scrape Public Yelp Data

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One MCP for the Web

Bright Data MCP for Yelp lets you extract only public business listings, reviews, ratings, addresses, categories, and contact details—never private or login-required content.
Search
  • Extract up-to-date public business listings from Yelp, including names, categories, addresses, and reviews
  • Target businesses by region, category, or rating for localized research and competitive insights
  • Collect structured URLs, ratings, review counts, contact info, and hours for deep business analysis
Crawl
  • Let agents crawl full sets of Yelp business profiles, reviews, and ratings—not just individual listings
  • Output Yelp data in agent-ready formats for integration into local analytics or review monitoring workflows
  • Effortlessly scale Yelp public data collection to match any research or business intelligence need
Access
  • Give agents reliable access to public Yelp listings, reviews, ratings, categories, and business hours
  • Automatically handle geo-restrictions, CAPTCHAs, and dynamic content for fast and smooth data extraction
  • Render JavaScript-powered Yelp pages for accurate and comprehensive results
Navigate
  • Automate agent actions to monitor new reviews, ratings changes, and business updates on Yelp
  • Use remote browser sessions for seamless public data collection from Yelp at scale
  • Simulate real user behavior to bypass advanced Yelp anti-bot measures for reliable data access
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Get started with Yelp MCP Server in minutes. Only public data. No setup required.

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