{"repo":"brightdata/real-estate-ai-agent","free":true,"listed":false,"github":"https://github.com/brightdata/real-estate-ai-agent","clone":"git clone https://github.com/brightdata/real-estate-ai-agent.git","description":"Intelligent Python system that extracts real estate property data as structured JSON using AI agents, Nebius Qwen LLM, and Bright Data MCP.","language":"Python","stars":154,"topics":["ai","ai-agent","automation","bright-data","crewai","nebius","python","real-estate","web-scraping"],"license":null,"category":"ai-agents","readme_excerpt":"Real Estate AI Agent System AI-Powered Solution for Real Estate Public Data Extraction --- 🌟 Overview Real Estate AI Agent System is a Python-based solution that leverages AI agents and Bright Data's Model Context Protocol (MCP) server to extract, process, and deliver structured real estate property data from multiple sources. - Automates public property data extraction from real estate websites like Zillow, Realtor.com, Redfin, and more - Integrates with Bright Data proxies for robust anti-bot and geo-unblocking - Uses Nebius Qwen LLM for adaptive, schema-validated property data extraction - Outputs results as structured JSON for analytics or downstream applications --- Table of Contents - ✨ Features - 🚀 Quickstart - 🔧 Environment Setup - 💡 Usage Example - 📈 Key Capabilities - 🔒 Security Best Practices --- ✨ Features - Intelligent AI Agents: Uses CrewAI and LLM for adaptive data extraction and property detail parsing. - Bright Data Integration: Seamless support for proxy rotation, CAPTCHA solving via MCP server. - Strict JSON Schema: Always returns result in snake case, schema-validated JSON. - Plug-and-Play: Spin up an advanced real estate data pipeline in minutes. - Cross-Platform: Python 3.9; requires Node.js for Bright Data MCP server. --- 🚀 Quickstart 1. Clone this repository sh git clone https://github.com/brightdata-com/real-estate-ai-agents.git cd real-estate-ai-agents --- 🔧 Environment Setup Prerequisites - Python 3.9+ - Node.js + npm (for Bright Data MCP se","default_branch":null,"files":null,"tree":[],"storefront":"/r/brightdata","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/brightdata/real-estate-ai-agent/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}