Head to head
LinkedIn Toolkit vs LinkedIn MCP Server (Salesbot)
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
Human-in-the-loop LinkedIn outreach and a built-in sales CRM for AI agents. Safety-gated, anti-spam.
Full listingThe short version
Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. Both score close on the safety scan (86 and 83 out of 100). LinkedIn MCP Server (Salesbot) is hosted and callable through the gateway; LinkedIn Toolkit runs on your own machine.
| LinkedIn Toolkit | LinkedIn MCP Server (Salesbot) | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A86/100 | B83/100 |
| Adoption | Growing | Growing |
| GitHub stars | 8 | 1 |
| Downloads / week | 222 | – |
| Runs where | Your machine (local) | Hosted (remote) |
| Gateway-ready | No | Yes |
| Tools | 2 | 78 |
| Write actions | — | 24 |
| Price per call | Free | Free |
| Licence | MIT | MIT |
| Last release | 2026-09-18 | 2026-09-25 |
| Category | Sales and outbound | Sales and outbound |