Head to head
Visibly AI — SEO MCP Server vs Crawlgraph
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
Remote SEO/GEO MCP: Search Console, keyword research, backlinks, competitor & on-page audits.
Full listing
No reviews yet
Backlink lookups and competitor gap analysis on Common Crawl's open web graph (4.4B links).
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 Visibly AI — SEO MCP Server (88/100 against 73). Visibly AI — SEO MCP Server is hosted and callable through the gateway; Crawlgraph runs on your own machine.
| Visibly AI — SEO MCP Server | Crawlgraph | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A88/100 | B73/100 |
| Adoption | Growing | Growing |
| GitHub stars | 3 | 6 |
| Downloads / week | – | – |
| Runs where | Hosted (remote) | Your machine (local) |
| Gateway-ready | Yes | No |
| Tools | 7 | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | MIT | MIT |
| Last release | 2026-09-04 | 2026-09-12 |
| Category | SEO | SEO |