Open sourceOpen sourceHigh risk
pratik-dani/LinkedIn-Scraper
HTTP-based scraper that skips Selenium/Puppeteer entirely.
- Pricing
- Free
- Open source, self-hosted
- Your LinkedIn account
- Required (risk on you)
- Ban risk
- High risk
- Pricing model
- Free
What it extracts
ProfilesCompanies
Live GitHub health
updated today★ 136
stars
Active
last commit 6 months ago
2
open issues
AGPL-3.0
license
Pros
- +No browser dependency, lightweight and fast
- +Direct HTTP API approach
- +Good for small, scripted pulls
Cons
- –Relies on your session cookies
- –Breaks when internal endpoints change
- –Easy to trip rate limits at scale
⚠ Ban-risk & compliance note
Uses your session cookies against internal endpoints, fast, but flagged easily at volume.
New to this? Read how to scrape without getting bannedand whether LinkedIn scraping is legal.
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Data last verified Jun 24, 2026.