Category · Developing

Prospecting & Web Data

3 eligible projects; compare deployment effort and licence duties before choosing.

Current leader: Crawl4AI with 91.7 points · 3 eligible projects

3 of 3 ranked projects shown
RankProjectCategoryScoreStarsLicenceReplacesOpen
7Crawl4AICrawler that produces AI-ready web content.Prospecting & Web Data91.773,401Apache-2.0Firecrawl
26CrawleeWeb scraping and browser automation library.Prospecting & Web Data86.124,824Apache-2.0Apify, Bright Data collectors
27SearXNGPrivate metasearch engine usable as a search data source.Prospecting & Web Data85.934,164AGPL-3.0Google Search API, SerpAPI
7

Crawl4AI

Prospecting & Web Data

91.7

Crawler that produces AI-ready web content.

Stars
73,401
Licence
Apache-2.0
Replaces
Firecrawl
View evidence
26

Crawlee

Prospecting & Web Data

86.1

Web scraping and browser automation library.

Stars
24,824
Licence
Apache-2.0
Replaces
Apify, Bright Data collectors
View evidence
27

SearXNG

Prospecting & Web Data

85.9

Private metasearch engine usable as a search data source.

Stars
34,164
Licence
AGPL-3.0
Replaces
Google Search API, SerpAPI
View evidence