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Head to head

coolify vs ai-context

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

coolifyio.github.StuMason/coolify
C
No reviews yet

45 optimized tools for managing Coolify infrastructure, diagnostics, and docs search

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ai-contextcom.vibgrate/ai-context
B
No reviews yet

Local-first MCP server: version-correct library docs, code map, and offline drift for your repo.

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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 ai-context (71/100 against 57). coolify has noticeably more public adoption.

 coolifyai-context
User ratingNo reviews yetNo reviews yet
Safety gradeC57/100B71/100
AdoptionEstablishedGrowing
GitHub stars5994
Downloads / week11k2.2k
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools
Write actions
Price per callFreeFree
LicenceMITApache-2.0
Last release2026-09-172026-09-17
CategoryProductivityProductivity

Other comparisons

io.github.StuMason/coolify vs com.vibgrate/ai-context: which MCP server should you use? · mcp.market