The white Ford Transit vehicle was taken from Ashbank Guest House on Main Street some time between Sunday night and Monday morning and is valued around at least £25,000.
Anyone with information which may assist police can call 101.
Alternatively, Crimestoppers can be contacted anonymously on 0800 555 111.