Head to head
Qiskit Documentation MCP Server 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
MCP server for querying and retrieving Qiskit documentation, guides, and API references
Full listing
The short version
Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. Both score close on the safety scan (94 and 90 out of 100). Context7 is hosted and callable through the gateway; Qiskit Documentation MCP Server runs on your own machine. Context7 has noticeably more public adoption.
| Qiskit Documentation MCP Server | Context7 | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A94/100 | A90/100 |
| Adoption | Growing | Widely used |
| GitHub stars | 40 | 62k |
| Downloads / week | 97 | 618k |
| Runs where | Your machine (local) | Hosted (remote) |
| Gateway-ready | No | Yes |
| Tools | 3 | 2 |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | Apache-2.0 | MIT |
| Last release | 2026-09-25 | 2026-09-19 |
| Category | Productivity | Productivity |