MCP Server for Google Maps Data Extraction

Use Bright Data’s enterprise-grade MCP Server to scrape public Google Maps data. Extract, analyze, and process public business listings, locations, ratings, reviews, phone numbers, websites, hours of operation, photos, directions, and local search results across industries quickly, reliably, and at scale.

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The Ultimate MCP Tool to Scrape Google Maps Data

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One MCP for the Web

Bright Data MCP for Google Maps lets you extract public business listings, locations, ratings, reviews, contact information, hours, photos, and local search results.
Search
  • Enable Claude to retrieve real-time public Google Maps data for any business, location, or category worldwide
  • Target specific regions, business types, or search queries for localized business intelligence and competitive insights
  • Fetch relevant listings, ratings, reviews, contact details, and hours of operation for Claude to analyze, compare, or monitor further
Crawl
  • Let Claude crawl and extract complete business profiles, customer reviews, and location data, not just headline ratings
  • Output public Google Maps data in Claude-ready formats for seamless LLM integration
  • Effortlessly scale business listing and review data extraction for Claude, no matter the project size
Access
  • Give Claude reliable access to any public Google Maps business listing, customer review, or local search result
  • Bypass geo-restrictions and CAPTCHAs automatically for uninterrupted Google Maps data extraction by Claude
  • Render JavaScript to retrieve dynamically loaded business information, photos, and review aggregations for Claude's use
Navigate
  • Automate Claude agent workflows to extract Google Maps data from interactive search results, filters, and location-based business tables
  • Power remote browser sessions for Claude to streamline large-scale business listing and review data scraping
  • Mimic real user behavior for Claude to bypass advanced anti-bot protections on Google Maps
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Google Maps MCP Server FAQs

The Google Maps MCP Server is a specialized integration that empowers your AI agents to access real-time public data from Google Maps. It acts as a bridge, allowing tools like Claude, Cursor, and custom LLMs to search, extract, and interact with Google Maps content dynamically.

Built on Bright Data's robust infrastructure, the Web MCP Server handles the complexities of web data extraction behind the scenes. It automatically manages proxy rotation, CAPTCHA solving, and unlocking technology to ensure your AI receives structured, reliable data from Google Maps without getting blocked.

The data is completely real-time. Unlike databases that can become outdated, the Google Maps MCP fetches live content directly from the source at the moment of request, ensuring your AI agents act on the most current pricing, posts, or profile information available.

Yes! We offer a generous free tier that includes 5,000 requests per month. This allows developers and businesses to test the Google Maps MCP Server, build prototypes, and perform light data extraction at no cost before scaling up.

Yes. Beyond retrieving static data, the server supports full browser automation. Your agents can be instructed to navigate Google Maps pages, click buttons, handle infinite scrolling, and even take screenshots, enabling complex workflows that simulate real user behavior.

You have the choice. You can use our fully managed Remote MCP for instant access with zero infrastructure setup, or you can deploy the Local MCP if you require on-premise control and custom environment configurations for your Google Maps projects.

Our Web MCP Server is designed for seamless integration with popular AI clients. It works natively with Claude Desktop, Cursor, Windsurf, and diverse agentic frameworks like LangChain, making it easy to add Google Maps data capabilities to your existing workflows.

Rapid mode is free and ideal for everyday tasks like SERP lookups and basic text extraction. Pro mode unlocks premium capabilities for Google Maps, including deep structured data extraction and advanced browser automation tools designed for large-scale production environments.

Absolutely. The Google Maps MCP Server is built with strict adherence to data protection regulations, including GDPR and CCPA. We only access publicly available web data, ensuring your AI operations remain compliant and ethically sound.

The server delivers data in clean, AI-ready formats. Depending on your specific needs, you can retrieve Google Maps data as structured JSON objects for precise analysis or as simplified Markdown text optimized for LLM context windows.