Head to head
socraticode vs IlyaGusev-academia_mcp
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 listingIlyaGusev-academia_mcp
?ai.smithery/IlyaGusev-academia_mcpNo reviews yet
Search arXiv and ACL Anthology, retrieve citations and references, and browse web sources to accel…
Full listingThe short version
Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. IlyaGusev-academia_mcp is hosted and callable through the gateway; socraticode runs on your own machine. socraticode has noticeably more public adoption.
| socraticode | IlyaGusev-academia_mcp | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | C65/100 | ? |
| Adoption | Established | — |
| GitHub stars | 3.3k | – |
| Downloads / week | 5.2k | – |
| Runs where | Your machine (local) | Hosted (remote) |
| Gateway-ready | No | Yes |
| Tools | — | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | AGPL-3.0 | — |
| Last release | 2026-09-17 | — |
| Category | Web search | Web search |