Head to head
PyEuropePMC vs Magpie Search
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
Search and analyse scientific literature across Europe PMC, PubMed, arXiv, and ClinicalTrials.gov
Full listing
No reviews yet
Federated local-first search across transcripts, files, KG, vectors and the web for AI agents.
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 (92 and 89 out of 100).
| PyEuropePMC | Magpie Search | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A92/100 | A89/100 |
| Adoption | Growing | Growing |
| GitHub stars | 8 | 28 |
| Downloads / week | 1.1k | – |
| Runs where | Your machine (local) | Your machine (local) |
| Gateway-ready | No | No |
| Tools | 24 | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | MIT | Apache-2.0 |
| Last release | 2026-09-17 | 2026-09-09 |
| Category | Web search | Web search |