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Best Web Scraping & Crawling Tools

Frameworks and services for large-scale web data extraction with headless browsers and crawlers.

10+ open-source projects6 SaaS products

Top Open Source Web Scraping & Crawling platforms

View all 10+ open-source options
Firecrawl logo

Firecrawl

Turn any website into clean, LLM‑ready data instantly

Web Scraping & Crawling
Stars
89,132
License
AGPL-3.0
Last commit
7 hours ago
TypeScriptActive
Crawl4AI logo

Crawl4AI

Turn the web into clean, LLM-ready Markdown instantly

ETL & Data Integration+1
Stars
61,493
License
Apache-2.0
Last commit
14 hours ago
PythonActive
Scrapy logo

Scrapy

Fast, high-level Python framework for web crawling and scraping

Web Scraping & Crawling
Stars
60,634
License
BSD-3-Clause
Last commit
5 days ago
PythonActive
ChangeDetection.io logo

ChangeDetection.io

Real-time website change monitoring with instant multi-channel alerts

Workflow Automation+1
Stars
30,468
License
Apache-2.0
Last commit
1 day ago
PythonActive
Scrapling logo

Scrapling

Adaptive web scraping that survives site changes effortlessly

Web Scraping & Crawling
Stars
25,378
License
BSD-3-Clause
Last commit
7 hours ago
PythonActive
ScrapeGraphAI logo

ScrapeGraphAI

LLM‑powered web scraping pipelines in just five lines of code

Web Scraping & Crawling
Stars
22,875
License
MIT
Last commit
11 days ago
PythonActive
Most starred project
Firecrawl
89,132★

Turn any website into clean, LLM‑ready data instantly

Recently updated
Firecrawl
7 hours ago

Firecrawl provides a fast API that scrapes, crawls, maps, and extracts websites into clean markdown, HTML, or structured data, handling dynamic content and anti‑bot protections.

Dominant language
TypeScript • 5 projects

Expect a strong TypeScript presence among maintained projects.

Leading Web Scraping & Crawling SaaS platforms

Apify logo

Apify

Web automation & scraping platform powered by serverless Actors

Web Scraping & Crawling
Alternatives tracked
13 alternatives
Browserbase logo

Browserbase

Cloud platform for running and scaling headless web browsers, enabling reliable browser automation and scraping at scale

Web Scraping & Crawling
Alternatives tracked
13 alternatives
Browserless logo

Browserless

Headless browser platform & APIs for Puppeteer/Playwright with autoscaling

Web Scraping & Crawling
Alternatives tracked
13 alternatives
Crawlbase logo

Crawlbase

Web scraping & crawling platform with smart proxy and anti-bot bypass

Web Scraping & Crawling
Alternatives tracked
13 alternatives
ScrapingBee logo

ScrapingBee

Web scraping API that handles headless browsers and rotating proxies

Web Scraping & Crawling
Alternatives tracked
13 alternatives
Zyte logo

Zyte

Data extraction platform with Zyte API, Smart Proxy Manager, and Scrapy Cloud

Web Scraping & Crawling
Alternatives tracked
13 alternatives
Most compared product
Apify
10+ open-source alternatives

Apify lets you build and run ‘Actors’ to scrape websites, automate workflows, and integrate results with APIs and databases—scaling locally or in the cloud.

Leading hosted platforms
Apify, Browserbase, Browserless

Frequently replaced when teams want private deployments and lower TCO.