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Web Scraping

Is Web Scraping Legal? Laws, Ethics, and Best Practices

If you’re scraping the web, you’ve probably already seen how it has benefited your business. However, if your site is being scraped, it may raise concerns about legality, ethics, and potential harm.

Jun 106 min read

MCP Benchmark: Top MCP Servers for Web Access in 2025

MCP (Model Context Protocol) establishes a standardized communication bridge between AI agents and applications, allowing AI apps and LLMs to interact with external tools and services. We benchmarked 8 MCP servers across web search and extraction, as well as browser automation tasks, by running 4 different tasks 5 times on all suitable MCPs.

Jun 235 min read

Remote Browsers: Web Infra for AI Agents Compared [2025]

AI agents rely on remote browsers to automate web tasks without being blocked by anti-scraping measures. The performance of this browser infrastructure is critical to an agent’s success. We benchmarked 8 providers on three key metrics: success rate, speed, and features.

Jun 269 min read

How To Use ScrapeOps for Web Scraping in 2025

ScrapeOps offers an integrated DevOps solution for monitoring and managing scraping tools. The platform is still gaining popularity, but feedback from users and reviewers has been mostly positive. This article evaluates ScrapeOps’ main offerings, examining whether it is worth using to simplify the web scraping process and highlighting any limitations to be aware of.

Mar 214 min read

Best Indeed Scraper APIs to Scrape Indeed in 2025

Although web scraping APIs provide customisable options for data collection, it may not allow access to all of the data available on the website.

Jun 173 min read

Best 6 Google Maps Scrapers in 2025

Search Engine Result Page (SERP) Scraper APIs focus on web page rankings and keyword-specific information from across the internet, while Google Maps scrapers specialize in extracting business and geographic data directly from Google Maps. Using SERPs to access and scrape location-based business data from Google Maps may not be the most efficient approach.

Jun 173 min read

How to Scrape YouTube Video Data with Python in 2025

This guide explains how to extract metadata from YouTube video pages programmatically using Python. We’ll walk through the core scraping logic, handling of embedded JavaScript, and proxy-based strategies to improve reliability: This technique does not use the official YouTube API, relying instead on publicly accessible HTML and JSON structures.

Jun 245 min read

6 Best YouTube Scraper Providers of 2025

YouTube is a dynamic platform, and maintaining a scraper that adapts to frequent site changes is essential for reliable data extraction.

May 303 min read

Top 10 LinkedIn Scrapers Benchmarked in 2025

We benchmarked every major LinkedIn scraper with 1,200 requests on 200 pages (e.g. posts, profiles) to identify the top solutions. Follow the links to learn more about these products: When evaluating LinkedIn scraping tools, we prioritized proxy support and selected dedicated LinkedIn scraping solutions and multi-functional sales automation platforms that include data scraping features.

Apr 2510 min read

Top SERP Scraper APIs for Search Engine Scraping in 2025

We benchmarked 6 SERP APIs using 1,200 requests on 2 leading search engines: Google and Bing. Based on our experience, we picked the top providers.

Jun 176 min read