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Head to head

Calypso Multimodal RAG MCP vs Coolify

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

Calypso Multimodal RAG MCPio.github.calypso-so/multimodal-rag-mcp-server
B
No reviews yet

Calypso multimodal RAG for grounded answers from docs, images, charts, and knowledge.

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Coolifyio.github.StuMason/coolify
B
No reviews yet

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

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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 (82 and 83 out of 100). Coolify has noticeably more public adoption.

 Calypso Multimodal RAG MCPCoolify
User ratingNo reviews yetNo reviews yet
Safety gradeB82/100B83/100
AdoptionNewEstablished
GitHub stars2600
Downloads / week–5.6k
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools——
Write actions——
Price per callFreeFree
LicenceMITMIT
Last release2026-08-282026-09-17
CategoryProductivityProductivity

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