Head to head
Google Surf vs Ollama / vLLM Bridge
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
Web, academic and code search with graph RAG, data lineage, ontology and cross-project schema links.
Full listingOllama / vLLM Bridge
Bio.github.setheerwagen/mcp-ollama-vllmNo reviews yet
Call your local Ollama or vLLM model over MCP with schema-validated JSON output
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 80 out of 100). Google Surf has noticeably more public adoption.
| Google Surf | Ollama / vLLM Bridge | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | B83/100 | B80/100 |
| Adoption | Established | Growing |
| GitHub stars | 290 | 0 |
| Downloads / week | 438 | 51 |
| Runs where | Your machine (local) | Your machine (local) |
| Gateway-ready | No | No |
| Tools | 7 | 4 |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | MIT | MIT |
| Last release | 2026-09-10 | 2026-09-08 |
| Category | AI and agents | AI and agents |