Head to head
AI Architect Codebase vs Semiotic
Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.
AI Architect Codebase
?io.github.cdeust/ai-architect-mcp-codebaseNo reviews yet
Codebase intelligence MCP — index any repo into a property graph; 26 tools for agents.
Full listing
No reviews yet
Verified React chart generation: select, validate, repair, render, and inspect charts through MCP.
Full listingThe short version
Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. Semiotic is hosted and callable through the gateway; AI Architect Codebase runs on your own machine. Semiotic has noticeably more public adoption.
| AI Architect Codebase | Semiotic | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | ? | B82/100 |
| Adoption | — | Widely used |
| GitHub stars | – | 2.7k |
| Downloads / week | – | 5.8k |
| Runs where | Your machine (local) | Hosted (remote) |
| Gateway-ready | No | Yes |
| Tools | — | 5 |
| Write actions | — | 1 |
| Price per call | Free | Free |
| Licence | — | Apache-2.0 |
| Last release | — | 2026-09-19 |
| Category | Everything else | Everything else |