Alternatives

Firecrawl alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

Firecrawl

Turn any website into LLM-ready markdown or structured data

100
Quality
100
Trust
132K
Stars
#1

Crawl4AI

Similarity 123Trust 100Excellent 100

Open-source LLM-friendly web crawler and scraper

66K starsMay 22, 2026 pushweb-automationClaudeGPT-4
$ npx skills add unclecode/crawl4ai
#2

Browser Use

Similarity 115Trust 100Excellent 100

Make AI agents interact with websites using natural language

97K starsJun 1, 2026 pushweb-automationClaudeGPT-4
$ npx skills add browser-use/browser-use
#3

Scrapegraph AI

Similarity 98Trust 100Excellent 100

Python scraper based on AI

27K starsJun 11, 2026 pushweb-automationPythonWeb Automation
$ npx skills add ScrapeGraphAI/Scrapegraph-ai
#4

Maxun

Similarity 97Trust 100Excellent 100

🔥 The open-source no-code platform for web scraping, crawling, search and AI data extraction • Turn websites into structured APIs in minutes 🔥

16K starsJun 11, 2026 pushweb-automationTypeScriptBrowser Automation
$ npx skills add getmaxun/maxun
#5

Toapi

Similarity 95Trust 100Excellent 100

Every web site provides APIs.

3.6K starsJun 4, 2026 pushweb-automationPythonCrawler
$ npx skills add elliotgao2/toapi
#6

Php Curl Class

Similarity 95Trust 100Excellent 100

PHP Curl Class makes it easy to send HTTP requests and integrate with web APIs

3.3K starsJun 10, 2026 pushweb-automationPHPWeb Automation
$ npx skills add php-curl-class/php-curl-class
#7

Google Play Scraper

Similarity 95Trust 100Excellent 100

Node.js scraper to get data from Google Play

2.9K starsMay 31, 2026 pushweb-automationJavaScriptCrawler
$ npx skills add facundoolano/google-play-scraper
#8

Composio

Similarity 94Trust 100Excellent 100

Integration platform for AI agents with 250+ app connectors

29K starsJun 10, 2026 pushintegrationsClaudeGPT-4
$ npx skills add ComposioHQ/composio
#9

Scrapy

Similarity 91Trust 100Excellent 100

Scrapy, a fast high-level web crawling & scraping framework for Python.

62K starsJun 11, 2026 pushweb-automationPythonWeb Automation
$ npx skills add scrapy/scrapy
#10

Scrapling

Similarity 91Trust 100Excellent 100

Adaptive web scraping for agent data collection

54K starsMay 18, 2026 pushweb-automationPythonWeb Automation
$ npx skills add D4Vinci/Scrapling
#11

EasySpider

Similarity 91Trust 100Excellent 100

A visual no-code/code-free web crawler/spider易采集:一个可视化浏览器自动化测试/数据采集/网页爬虫软件,可以无代码图形化的设计和执行爬虫任务。别名:ServiceWrapper面向Web应用的智能化服务封装系统。

44K starsMay 22, 2026 pushweb-automationJavaScriptCrawler
$ npx skills add NaiboWang/EasySpider
#12

Changedetection.Io

Similarity 91Trust 100Excellent 100

Best and simplest tool for website change detection, web page monitoring, and website change alerts. Perfect for tracking content changes, price drops, restock alerts, and website defacement monitoring—all for free or enjoy our SaaS plan!

32K starsJun 3, 2026 pushweb-automationPythonWeb Automation
$ npx skills add dgtlmoon/changedetection.io
#13

Lux

Similarity 91Trust 100Excellent 100

👾 Fast and simple video download library and CLI tool written in Go

31K starsMar 29, 2026 pushweb-automationGoCrawler
$ npx skills add iawia002/lux
#14

Browser

Similarity 91Trust 100Excellent 100

Lightpanda: the headless browser designed for AI and automation

31K starsJun 12, 2026 pushweb-automationZigBrowser Automation
$ npx skills add lightpanda-io/browser
#15

Colly

Similarity 90Trust 100Excellent 100

Elegant Scraper and Crawler Framework for Golang

25K starsMay 25, 2026 pushweb-automationGoCrawler
$ npx skills add gocolly/colly
#16

Proxy Pool

Similarity 90Trust 100Excellent 100

Python ProxyPool for web spider

23K starsJun 9, 2026 pushweb-automationPythonCrawler
$ npx skills add jhao104/proxy_pool

How to choose

When should you switch?

Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Firecrawl if it already passes your workflow test and repository review.

Next step

Compare top candidates side by side

Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.