Those who are on visiting visa to doha cant able to travel to SAUDIA on Umrah visa. they must have QATAR VALID RP (Resident permit) then only the Travel Agency will process for Umrah Visa from Saudi Embassy and will take upto one week to obtain visa from Saudi embassy.
There is a Travel Agency in Sofital Area, next to Goan Tailor but i donno the contact number.