Scrapling: Scrapling is an adaptive Python web scraping framework designed for effortless data extraction from the modern web, capable of handling everything from single requests to full-scale, concurrent crawls. It features advanced anti-bot bypass, intelligent element relocation, and comprehensive session management with built-in proxy rotation and AI integration.; property-shared: Property Shared is a comprehensive package for UK property data, consolidating information from various sources like Land Registry, EPC, and Rightmove. It can be utilized as a Python library, CLI tool, HTTP API, or an MCP server, offering functionalities for sales data, rental yields, stamp duty calculations, and company records.
Performing single web requests or launching full-scale, concurrent web crawls.
Getting comparable property sales data for a specific postcode to assess market value.