Head to head
Paparats – Local Semantic Code Search MCP vs Find Research Papers
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
Local-first semantic code search across all your repos. Private context for AI coding assistants.
Full listing
No reviews yet
Search open-source research papers across arXiv, OpenAlex, Crossref, PubMed, Semantic Scholar.
Full listingThe short version
Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours Find Research Papers (83/100 against 74).
| Paparats – Local Semantic Code Search MCP | Find Research Papers | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | B74/100 | B83/100 |
| Adoption | Growing | Growing |
| GitHub stars | 11 | 5 |
| Downloads / week | 99 | 245 |
| Runs where | Your machine (local) | Your machine (local) |
| Gateway-ready | No | No |
| Tools | — | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | MIT | MIT |
| Last release | 2026-09-03 | 2026-09-20 |
| Category | Web search | Web search |