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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.

mcptoonio.github.activeing123/mcptoon
A
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MCP tools + agent skills in one zero-dependency CLI: 71,929 -> 581 tokens (-99.2%, measured).

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Authenticated Multi LLM Agentio.github.mikerawsonnz/authenticated-multi-llm-agent
A
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Google-OAuth-gated LLM gateway: verify a Google ID token, then run a Gemini (Vertex AI) completion f

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The 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.

 mcptoonAuthenticated Multi LLM Agent
User ratingNo reviews yetNo reviews yet
Safety gradeA89/100A88/100
AdoptionEstablishedGrowing
GitHub stars2021
Downloads / week1.2k–
Runs whereYour machine (local)Hosted (remote)
Gateway-readyNoYes
Tools——
Write actions——
Price per callFreeFree
LicenceApache-2.0MIT
Last release2026-09-192026-09-02
CategoryAI and agentsAI and agents

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