Suspects broke into a property in Kingston Road between 1.20pm and 2pm, ransacking drawers and cupboards before making off with a grey BMW that was parked in the driveway.
The suspects are believed to have headed onto the A240.
Police would like to speak to anyone who may have been in the area at time and witnessed what happened.