Head to head
Docs vs Qiskit Documentation MCP Server
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 access to Mapbox docs, API references, style specs, and guides. No token required.
Full listing
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MCP server for querying and retrieving Qiskit documentation, guides, and API references
Full listingThe 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 94 out of 100). Docs is hosted and callable through the gateway; Qiskit Documentation MCP Server runs on your own machine.
| Docs | Qiskit Documentation MCP Server | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A94/100 | A94/100 |
| Adoption | Growing | Growing |
| GitHub stars | 1 | 40 |
| Downloads / week | 118 | 97 |
| Runs where | Hosted (remote) | Your machine (local) |
| Gateway-ready | Yes | No |
| Tools | 3 | 3 |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | MIT | Apache-2.0 |
| Last release | 2026-09-09 | 2026-09-25 |
| Category | Productivity | Productivity |