MCP Server for Real Estate Data Extraction

Use Bright Data’s enterprise-grade MCP Server to scrape only public data from any real estate website. Extract listings, prices, agent info, open house times, and reviews quickly, reliably, and at scale.

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The Ultimate MCP Tool to Scrape Real Estate Data

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One MCP for the Web

Bright Data MCP for Real Estate websites lets you extract only public listing, agent, and pricing data from any property platform—never private user info.
Search
  • Search public property listings by location, price, or type
  • Extract listing URLs, images, price history, amenities
  • Get neighborhood, school, and commute data
Crawl
  • Crawl agent and broker public profile data
  • Export open house, virtual tour, or public event info
  • Bulk-track listing status, price changes and trends
Access
  • Access public listings, agent ratings, reviews—never user details
  • Bypass anti-bot limits, work with dynamic and visual content
  • Gather time-sensitive data for comps and valuation
Navigate
  • Automate browsing of public real estate sites at scale
  • Bulk extract listing, status, and open house info
  • Emulate buyer/agent flows—never access private zones
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Real Estate MCP Server FAQs

The Real Estate MCP Server is a specialized integration that empowers your AI agents to access real-time public data from Real Estate. It acts as a bridge, allowing tools like Claude, Cursor, and custom LLMs to search, extract, and interact with Real Estate 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 Real Estate without getting blocked.

The data is completely real-time. Unlike databases that can become outdated, the Real Estate MCP fetches live content directly from the source at the moment of request, ensuring your AI agents act on the most current pricing, posts, or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 Real Estate 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 Real Estate 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 Real Estate 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 Real Estate 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 Real Estate, including deep structured data extraction and advanced browser automation tools designed for large-scale production environments.

Absolutely. The Real Estate 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 Real Estate data as structured JSON objects for precise analysis or as simplified Markdown text optimized for LLM context windows.