Head to head
LinkedIn Toolkit vs Gigi AI
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
No reviews yet
LinkedIn outreach from Claude with a human veto: review, approve and send drafts, triage replies.
Full listingThe 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 70). Gigi AI is hosted and callable through the gateway; LinkedIn Toolkit runs on your own machine. LinkedIn Toolkit has noticeably more public adoption.
| LinkedIn Toolkit | Gigi AI | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A86/100 | B70/100 |
| 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 |