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Python Docs MCP Server vs Docs
Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.
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The canonical Python stdlib oracle for AI coding agents — always free, always MIT, token-frugal.
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AI access to Mapbox docs, API references, style specs, and guides. No token required.
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Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. Both score close on the safety scan (92 and 94 out of 100). Docs is hosted and callable through the gateway; Python Docs MCP Server runs on your own machine.
| Python Docs MCP Server | Docs | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A92/100 | A94/100 |
| Adoption | Growing | Growing |
| GitHub stars | 8 | 1 |
| Downloads / week | 46 | 118 |
| Runs where | Your machine (local) | Hosted (remote) |
| Gateway-ready | No | Yes |
| Tools | 6 | 3 |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | MIT | MIT |
| Last release | 2026-09-26 | 2026-09-09 |
| Category | Productivity | Productivity |