Best Web Scraping & Crawling Tools

Explore leading tools in the Web Scraping & Crawling category, including open-source options and SaaS products. Compare features, use cases, and find the best fit for your workflow.

10+ open-source projects · 6 SaaS products

Top open-source Web Scraping & Crawling

These projects are active, self-hostable choices for knowledge management teams evaluating alternatives to SaaS tools.

View all 10+ open-source options
Firecrawl logo

Firecrawl

Turn any website into clean, LLM‑ready data instantly

Stars
68,941
License
AGPL-3.0
Last commit
3 days ago
TypeScriptActive
Scrapy logo

Scrapy

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

Stars
59,114
License
BSD-3-Clause
Last commit
5 days ago
PythonActive
Colly logo

Colly

Fast, elegant web scraping framework for Go developers

Stars
24,863
License
Apache-2.0
Last commit
11 days ago
GoActive
ScrapeGraphAI logo

ScrapeGraphAI

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

Stars
21,921
License
MIT
Last commit
5 days ago
PythonActive
Crawlee logo

Crawlee

Build fast, human-like web scrapers with a single library

Stars
20,704
License
Apache-2.0
Last commit
3 days ago
TypeScriptActive
Katana logo

Katana

Fast, configurable web crawler with headless and JavaScript support

Stars
14,885
License
MIT
Last commit
4 days ago
GoActive
Most starred project
68,941★

Turn any website into clean, LLM‑ready data instantly

Recently updated
3 days ago

Crawlee provides a unified API for HTTP and headless-browser crawling, automatic proxy rotation, persistent queues, and flexible storage, enabling reliable, scalable scrapers in Node.js.

Dominant language
TypeScript • 5 projects

Expect a strong TypeScript presence among maintained projects.

Popular SaaS Platforms to Replace

Understand the commercial incumbents teams migrate from and how many open-source alternatives exist for each product.

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
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

Frequently replaced when teams want private deployments and lower TCO.

Explore related categories

Browse neighbouring categories in Data Engineering to widen your evaluation.