Best tools for web scraping

Perplexity Sonar is a generative AI search API that provides real-time web research with citations, customizable sources, and multiple performance tiers.

ValueSERP provides real-time, reliable Google search data at the best value with rates as low as $0.50 per 1,000 searches and minimal maintenance.

SearchAPI.io delivers real-time SERP data from Google, Bing, Baidu, YouTube, and Amazon with structured JSON output and 99.9% success rate.

Zyte API is a full-stack web scraping API that combines anti-bot bypassing, browser rendering, and AI-powered data extraction in a single endpoint.

Exa AI is a modern search engine and web search API that uses semantic embeddings to deliver high-quality, real-time web data for AI applications.

Tavily is a real-time search engine for AI agents and RAG workflows, delivering fast web search and content extraction through a single secure API.

Brave Search API provides enterprise-grade access to an independent index of 35+ billion web pages with real-time results optimized for AI and RAG pipelines.

Cloudflare R2 is S3-compatible object storage with zero egress fees, making it ideal for storing and serving frequently accessed scraped data.

Amazon Athena is a serverless, interactive query service that lets you analyze petabyte-scale data in S3 using standard SQL with pay-per-query pricing.

AWS Glue is a fully managed, serverless ETL service that discovers, prepares, and integrates data from over 100 sources into lakes and warehouses.

Webshare provides 30M+ enterprise-grade proxy servers across 195+ locations with 99.7% uptime, offering datacenter and residential proxies.

IPRoyal offers 32M+ residential and datacenter proxies with no contracts, non-expiring traffic, and easy self-service for scraping at any scale.

Smartproxy (now Decodo) offers 125M+ ethically-sourced residential and datacenter proxies with rotating and sticky sessions for scalable scraping.

Render is a cloud platform that deploys web services, background workers, and cron jobs with simple scaling for scraping workloads.

Railway deploys web apps and services from GitHub with auto-scaling, built-in databases, and instant previews for scraping workloads.

AWS Lambda runs code without managing servers, ideal for event-driven scraping pipelines triggered by schedules, queues, or API calls.

Cloudflare Workers lets you run JavaScript and TypeScript at the edge with ultra-low latency for lightweight scrapers, proxies, and APIs.

ScraperAPI handles proxy rotation, browsers, and CAPTCHAs so developers can scrape any public page with a single API call at scale.

ScrapingBee is a web scraping API that handles headless browsers, rotates proxies, and offers AI-powered extraction so you can focus on your data.

DataForSEO provides SEO and digital marketing data via API, serving as a trusted data partner for 750+ software companies and agencies worldwide.

Bright Data is the leading web data platform with award-winning proxy networks, powerful scrapers, and ready-to-use datasets at petabyte scale.

CapSolver is an AI-powered CAPTCHA solver that automatically bypasses reCAPTCHA, Cloudflare, AWS WAF, and other challenges for automation.

Oxylabs offers 175M+ residential and datacenter proxies with web scraping APIs and browser automation tools for large-scale public data extraction.

SerpAPI is a real-time API that delivers structured Google search results, handling proxies, captchas, and rich data parsing automatically.

Apify is a cloud platform for web scraping, browser automation, and data extraction with 19,000+ ready-made tools and code templates.

Beautiful Soup is a Python library for pulling data out of HTML and XML files, providing Pythonic idioms for navigating and searching parse trees.

Modal is a serverless Python platform that runs scraping, AI, and data workloads at scale with sub-second cold starts and instant autoscaling.

2Captcha is a CAPTCHA solving service that bypasses reCAPTCHA, Cloudflare Turnstile, hCaptcha, and other challenges via a simple API.

Zendriver is a fast, async-first undetected browser automation framework based on nodriver with Docker support for scalable scraping.

Scrapy Cluster uses Redis and Kafka to create a distributed, on-demand Scrapy crawling cluster for coordinated large-scale web scraping.

Frontera is a Python crawl frontier framework for managing when and what to crawl, enabling web crawlers of any scale with Scrapy integration.

Fly.io lets you deploy containerized scrapers and services on edge servers worldwide with persistent storage and instant scaling.

Patchright is a patched fork of Playwright that evades bot detection while maintaining full API compatibility for seamless migration.

Meltano is an open-source, CLI-first ELT platform with 600+ connectors, GitOps workflows, and native dbt integration for data pipeline management.

Scrapoxy is an open-source proxy aggregator that unifies multiple proxy providers with built-in fingerprinting and IP rotation for web scraping.

BeeAI Framework is an open-source platform for building production-ready multi-agent systems in Python and TypeScript with MCP and workflow support.