The abbey, listed as an ancient monument, includes the Spanish Barn, which was built to store taxes in the form of grain and hay, and also houses an art collection including pieces by William Blake.
The development, on a site off Barby Lane, would include 85 car parking spaces and require an agricultural building and barn to be transformed into a reception and store.