Head to head
Penny Search 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.
Penny Search
Cio.github.ayoubsalem-spec/penny-searchNo reviews yet
Low-cost live web search for current facts, news, research, docs, and web grounding via x402.
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 67). Context7 has noticeably more public adoption.
| Penny Search | Context7 | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | C67/100 | A90/100 |
| Adoption | New | Widely used |
| GitHub stars | – | 62k |
| Downloads / week | – | 618k |
| Runs where | Hosted (remote) | Hosted (remote) |
| Gateway-ready | Yes | Yes |
| Tools | — | 2 |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | — | MIT |
| Last release | — | 2026-09-19 |
| Category | Productivity | Productivity |