The story
From the English surname Shirebrook, from the Manor of Shirebrook * (surname): Corruption of the surname Shirebrook. * (Nova Scotian municipality): From the surname of the governor general. * (Prince Edward Island municipality): * (Quebec municipality): From the surname of the governor general.
Etymology from Wiktionary, CC BY-SA 4.0.