The village name is Anglo Saxon, and means 'farm where calves are reared'. In the Domesday Book of 1086 the village was recorded as Calvretone.
The west side of nearby Stony Stratford was once included with the parish of Calverton, though an Act of Parliament in the Eighteenth century separated them.
The parish church is dedicated to All Saints.