Mmcp.market

Head to head

Google Surf 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.

Google Surfio.github.HarimxChoi/google-surf-mcp
B
No reviews yet

Web, academic and code search with graph RAG, data lineage, ontology and cross-project schema links.

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Authenticated Multi LLM Agentio.github.mikerawsonnz/authenticated-multi-llm-agent
A
No reviews yet

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 (83 and 88 out of 100). Authenticated Multi LLM Agent is hosted and callable through the gateway; Google Surf runs on your own machine. Google Surf has noticeably more public adoption.

 Google SurfAuthenticated Multi LLM Agent
User ratingNo reviews yetNo reviews yet
Safety gradeB83/100A88/100
AdoptionEstablishedGrowing
GitHub stars2901
Downloads / week438–
Runs whereYour machine (local)Hosted (remote)
Gateway-readyNoYes
Tools7—
Write actions——
Price per callFreeFree
LicenceMITMIT
Last release2026-09-102026-09-02
CategoryAI and agentsAI and agents

Other comparisons

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