I have one home server I manage only through VNC.
It can depend on the server OS, if you run a barebones Linux server then you’ll be using command line a lot but Windows servers look similar to windows desktop (GUI wise)
Linux servers can also have GUI’s (unRAID, TrueNAS, Proxmox)
Depends on what I'm doing with it. I usually don't really need to do anything particularly specific or complicated, so running everything off of a command line works for me. It's more lightweight, and is less fiddly than having to set up a graphical remote desktop.
If it's something more complicated, or more difficult to automate, then not using the command line would make more sense.
I'm running Debian on my home server and I do a lot via SSH from my desktop. I used to host a Minecraft server back when it was alpha so I learned a lot about cli. I do have xfce setup in case of an "Oh shit" moment though because I tend to do stupid shit.
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