Yes, you may claim mortgage interest deduction regardless of the number of lenders as long as the loan does not exceed $750,000 for married filing joint ($375,000 for single filers). The home mortgage loan must be secured by the property to qualify for the deduction.
See,why is mortgage being limited, for any issues encountered.
