Head to head
AI Visibility vs Liongard MCP
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
AI-search-visibility tools: check crawler access, generate llms.txt, lint robots.txt, census data.
Full listing
No reviews yet
Liongard config visibility: sync your estate offline, then drift-check and search it from one CLI.
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 Liongard MCP (75/100 against 67). AI Visibility is hosted and callable through the gateway; Liongard MCP runs on your own machine. Liongard MCP has noticeably more public adoption.
| AI Visibility | Liongard MCP | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | C67/100 | B75/100 |
| Adoption | New | Growing |
| GitHub stars | – | 41 |
| Downloads / week | – | – |
| Runs where | Hosted (remote) | Your machine (local) |
| Gateway-ready | Yes | No |
| Tools | 4 | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | — | NOASSERTION |
| Last release | — | 2026-09-18 |
| Category | Web search | Web search |