- 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
MCP Server for Yelp Data Extraction
Use Bright Data’s enterprise-grade 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.
Não é necessário cartão de crédito
Want to try the Yelp MCP without setting up anything?
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
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
get inspired
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Ready to Supercharge Yelp Scraping?
Get started with Yelp MCP Server in minutes. No setup required.
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