When joining a server with mods,them will download to my computer or what?

Yes, they get downloaded when you join the server

When you try to join a server with mods, they will get downloaded onto your computer
If you later on look into the mod repository and actually see them, when you rejoin the server where u downloaded the mods of you can join without downloading them again