inLinkedInScraper

The honest, always-fresh directory of LinkedIn data tools

Open sourceOpen sourceHigh risk

drissbri/linkedin-scraper

Selenium + FastAPI REST API for profile and company data.

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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

★ 39

stars

Active

last commit 5 months ago

1

open issues

MIT

license

Pros

  • +Exposes scraping as a clean REST API
  • +Easy to integrate into other apps
  • +Profiles and companies in one project

Cons

  • Selenium-based, fragile to layout changes
  • Requires your login
  • Smaller community than the big libraries

⚠ Ban-risk & compliance note

Wraps a logged-in Selenium session behind an API, convenient, but the ban risk is still on your account.

New to this? Read how to scrape without getting bannedand whether LinkedIn scraping is legal.

Ready to try drissbri/linkedin-scraper?

Data last verified Jun 24, 2026.

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