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Umbrel
The easiest way to get started. An app store for your own server — install it with a USB stick, then pick apps from a catalog. If you've never touched Linux, this is the one.
Easiest to start🐧
YunoHost
Debian-based with a huge app catalog. A bit more server-like than Umbrel but still GUI-only. Best documentation of the three and the largest community.
Largest app catalog☁️
Cosmos Cloud
Docker-powered with a clean web interface. More flexible than Umbrel, more visual than YunoHost. Great if you want room to grow without jumping into the terminal.
Most flexible