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A curated collection of top tools, platforms, and projects for real estate investors, operators, agents & tech innovators.

Nexa Auto automates the process of verifying the authenticity of addresses for room service eligibility and retrieving detailed specifications across multiple websites. Utilizing Selenium for web automation and GPT for handling missing data, Nexa Auto significantly reduces manual effort in data entry tasks.

Advanced artificial intelligence agentic system for real estate search and scheduling, implementing a swarm architecture using LangGraph-Swarm, where specialized agents collaborate dynamically to solve complex user queries.

This project is a powerful and extensible scrapy-based crawler designed to extract and aggregate data from multiple real estate crowdfunding platforms. Ideal for investors, analysts and researchers interested in tracking investment opportunities, platform performance and market trends

Extract property listings, prices, details

CoStar Group — commercial real estate data, analytics, marketplaces

Lead generation pipeline for finding potential commercial real estate tenants — Uses Google Places & Routes APIs for drive time enrichment, org detection, tier scoring. Focused on healthcare leads, but can be modified for other types of tenants.

A simple tool for investors to find cash-flowing properties in Canada. Scans target cities, underwrites with a conservative cash-flow model, and ranks deals by margin of safety.

zillow data extraction scraper

📞 Extract phone numbers and contact details from Zillow listings to connect with property managers and real estate professionals quickly and easily.

Automated Python scraper for extracting delinquent tax data from Lancaster County, PA's public parcel viewer. Accepts parcel list input, extracts only relevant data, and outputs clean CSV files. Built for large-scale use with request throttling and error handling.

Zillow sold listings pagination API

real estate listings extractor

Land.com property listings scraper

Scrape Redfin real-estate listings (price, beds, baths, sqft, location, lat/long) to CSV/JSON — Python CLI + API, no API key.

Reference implementation of the RAIA Protocol. Open-source, not-for-profit property marketplace. Aigent-to-Aigent transactions. Operated by Move Home Organisation CIC (17202438).

Bridging Generative AI and Classical ML. A production-grade multi-agent system using ReAct orchestration, MCP, A2A, and LMMs for hyper-local property valuation with Evals.

This repository contains a curated list of Open Real Estate APIs and Data Sources available in Switzerland. It aims to provide developers, fintech and prop-tech companies, and financial institutions with a comprehensive resource for integrating various financial services.