In Minecraft multiplayer, do I keep my inventory after signing out?
Inventory saving was added a few months back so providing the server has been updated since then, and there's no additional addons that are programmed to prevent this, then yes - your inventory should be untouched when you next login.
They will still be there when you log back in.