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you need a UAE visa if you want to drive and go there. You have to present the UAE visa to the Saudi Embassy, and with this they will give you a transit visa for you and your car. (and ofcourse all the members travelling with you). This visa will be valid for driving back from UAE to Qatar too. hope this helps...!