Head to head
Bitbybit CAD MCP vs Paparats – Local Semantic Code Search 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
Bitbybit 3D parametric CAD API, version-exact, for coding agents: search, describe, examples, guide
Full listing
No reviews yet
Local-first semantic code search across all your repos. Private context for AI coding assistants.
Full listingThe short version
Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours Bitbybit CAD MCP (93/100 against 74). Bitbybit CAD MCP is hosted and callable through the gateway; Paparats – Local Semantic Code Search MCP runs on your own machine. Bitbybit CAD MCP has noticeably more public adoption.
| Bitbybit CAD MCP | Paparats – Local Semantic Code Search MCP | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A93/100 | B74/100 |
| Adoption | Established | Growing |
| GitHub stars | 203 | 11 |
| Downloads / week | 52 | 99 |
| Runs where | Hosted (remote) | Your machine (local) |
| Gateway-ready | Yes | No |
| Tools | 7 | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | MIT | MIT |
| Last release | 2026-09-20 | 2026-09-03 |
| Category | Web search | Web search |