Head to head
Acopio vs Semantic Scholar 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.
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MCP server for the Semantic Scholar API: search 200M+ papers, citations, authors, recommendations.
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Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours Semantic Scholar MCP Server (83/100 against 57). Acopio is hosted and callable through the gateway; Semantic Scholar MCP Server runs on your own machine. Semantic Scholar MCP Server has noticeably more public adoption.
| Acopio | Semantic Scholar MCP Server | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | C57/100 | B83/100 |
| Adoption | New | Growing |
| GitHub stars | – | 21 |
| Downloads / week | – | 310 |
| Runs where | Hosted (remote) | Your machine (local) |
| Gateway-ready | Yes | No |
| Tools | — | 14 |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | — | MIT |
| Last release | — | 2026-09-14 |
| Category | Web search | Web search |