Mytholmroyd had a railway marshalling yard, supporting traffic to and from the local mills. In World War II an air-raid shelter was built to protect key workers, with the distinctive LMS stepped pre-cast concrete entrance.
It is to be found in what is now woodland to the east of the station, alongside the Calder Valley Greenway (part of Sustrans Route 66).