If you mean normal car insurance then yes , you get it yourself as you normally would , your just not the registered owner , your the registered keeper. I'm sure there might be some leasing companies that do an all in package with insurance though.

It's also wise to get your own gap insurance too. Lot cheaper to get it yourself rather than the dealer.