Does it not matter what server I make an account on? Can I just find a server where my name isn't taken so I can use it?

I'm just still figuring this all out sorry if it's a dumb question

EDIT: Thank you all for the answers! I'm honestly loving the entire idea of the fediverse, im a new fan!