Head to head
LinkedIn Toolkit vs LinkedIn Company Data Scraper - No Cookies
Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.
LinkedIn Toolkit
Aio.github.FormatixAI/linkedin-toolkitNo reviews yet
LinkedIn for AI agents from your own Chrome session: search, profiles, lists, outreach queue.
Full listing
The short version
Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours LinkedIn Toolkit (86/100 against 67). LinkedIn Company Data Scraper - No Cookies is hosted and callable through the gateway; LinkedIn Toolkit runs on your own machine. LinkedIn Toolkit has noticeably more public adoption.
| LinkedIn Toolkit | LinkedIn Company Data Scraper - No Cookies | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A86/100 | C67/100 |
| Adoption | Growing | New |
| GitHub stars | 8 | – |
| Downloads / week | 222 | – |
| Runs where | Your machine (local) | Hosted (remote) |
| Gateway-ready | No | Yes |
| Tools | 2 | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | MIT | — |
| Last release | 2026-09-18 | — |
| Category | Sales and outbound | Sales and outbound |