Head to head
mcptoon vs Authenticated Multi LLM Agent
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 tools + agent skills in one zero-dependency CLI: 71,929 -> 581 tokens (-99.2%, measured).
Full listingAuthenticated Multi LLM Agent
Aio.github.mikerawsonnz/authenticated-multi-llm-agentNo reviews yet
Google-OAuth-gated LLM gateway: verify a Google ID token, then run a Gemini (Vertex AI) completion f
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 (89 and 88 out of 100). Authenticated Multi LLM Agent is hosted and callable through the gateway; mcptoon runs on your own machine. mcptoon has noticeably more public adoption.
| mcptoon | Authenticated Multi LLM Agent | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A89/100 | A88/100 |
| Adoption | Established | Growing |
| GitHub stars | 202 | 1 |
| Downloads / week | 1.2k | – |
| Runs where | Your machine (local) | Hosted (remote) |
| Gateway-ready | No | Yes |
| Tools | — | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | Apache-2.0 | MIT |
| Last release | 2026-09-19 | 2026-09-02 |
| Category | AI and agents | AI and agents |