 Moulton was the Eryholme-Richmond branch line which was opened in 1846 by the York and Newcastle Railway Company.The line was closed for passengers in 1969 and completely a year later.Despite being only about a quarter of a mile from North Cowton the station was named after the village of Moulton some away.