Head to head
MCP vs LinkedIn Toolkit
Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.
No reviews yet
LinkedIn actions for AI agents: search, messaging, posts and invites, as hosted MCP tools.
Full listingLinkedIn Toolkit
Aio.github.FormatixAI/linkedin-toolkitNo reviews yet
LinkedIn for AI agents from your own Chrome session: search, profiles, lists, outreach queue.
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 MCP (98/100 against 86). MCP is hosted and callable through the gateway; LinkedIn Toolkit runs on your own machine. LinkedIn Toolkit has noticeably more public adoption.
| MCP | LinkedIn Toolkit | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A98/100 | A86/100 |
| Adoption | Growing | Growing |
| GitHub stars | 0 | 8 |
| Downloads / week | – | 142 |
| Runs where | Hosted (remote) | Your machine (local) |
| Gateway-ready | Yes | No |
| Tools | — | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | MIT | MIT |
| Last release | 2026-09-17 | 2026-09-18 |
| Category | Sales and outbound | Sales and outbound |