Head to head
Socraticode 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
MCP server for enterprise local codebase indexing, semantic search, and code dependency graphs.
Full listing
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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. Both score close on the safety scan (83 and 83 out of 100). Socraticode has noticeably more public adoption.
| Socraticode | Find Research Papers | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | B83/100 | B83/100 |
| Adoption | Established | Growing |
| GitHub stars | 3.3k | 5 |
| Downloads / week | 3.0k | 245 |
| Runs where | Your machine (local) | Your machine (local) |
| Gateway-ready | No | No |
| Tools | — | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | AGPL-3.0 | MIT |
| Last release | 2026-09-17 | 2026-09-20 |
| Category | Web search | Web search |