Head to head
Socraticode vs AI Tools Directory
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 listingAI Tools Directory
Btop.toolboxes/ai-tools-directoryNo reviews yet
Curated index of 221 AI tools across 21 industries. Search by use case, department or pricing tier.
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 82 out of 100). AI Tools Directory is hosted and callable through the gateway; Socraticode runs on your own machine. Socraticode has noticeably more public adoption.
| Socraticode | AI Tools Directory | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | B83/100 | B82/100 |
| Adoption | Established | Growing |
| GitHub stars | 3.3k | 0 |
| Downloads / week | 3.0k | – |
| Runs where | Your machine (local) | Hosted (remote) |
| Gateway-ready | No | Yes |
| Tools | 26 | 5 |
| Write actions | 4 | — |
| Price per call | Free | Free |
| Licence | AGPL-3.0 | NOASSERTION |
| Last release | 2026-09-17 | 2026-09-18 |
| Category | Web search | Web search |