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Head to head

Gateonai vs Octobrain

Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.

Gateonaiio.github.giorgio44/gateonai-mcp
C
No reviews yet

15 free tools for AI tool discovery, IO-graph pathfinding & search

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Octobrainio.github.Muvon/octobrain
A
No reviews yet

Persistent memory for AI assistants with semantic search and knowledge graph relationships.

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The short version

Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours Octobrain (94/100 against 57). Gateonai is hosted and callable through the gateway; Octobrain runs on your own machine. Octobrain has noticeably more public adoption.

 GateonaiOctobrain
User ratingNo reviews yetNo reviews yet
Safety gradeC57/100A94/100
AdoptionNewGrowing
GitHub stars14
Downloads / week382
Runs whereHosted (remote)Your machine (local)
Gateway-readyYesNo
Tools
Write actions
Price per callFreeFree
LicenceApache-2.0
Last release2026-09-19
CategoryWeb searchWeb search

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