Head to head
Vault Cortex vs Context7
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
Standalone MCP server for Obsidian vaults — hybrid search, notes & files, memory, tasks, OAuth 2.1
Full listing
The short version
Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours Context7 (90/100 against 73). Context7 is hosted and callable through the gateway; Vault Cortex runs on your own machine. Context7 has noticeably more public adoption.
| Vault Cortex | Context7 | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | B73/100 | A90/100 |
| Adoption | Growing | Widely used |
| GitHub stars | 20 | 62k |
| Downloads / week | – | 618k |
| Runs where | Your machine (local) | Hosted (remote) |
| Gateway-ready | No | Yes |
| Tools | — | 2 |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | MIT | MIT |
| Last release | 2026-09-19 | 2026-09-19 |
| Category | Productivity | Productivity |