The Shadow Cabinet Minister Hilary Benn has called on the government to use the centres, which were scrapped after the last election.
Mr Benn, who is responsible for Labour's policy on local government, says the abandoned West Midlands fire control centre in Wolverhampton is costing taxpayers £1.4 million a year in lease and maintenance charges
The centre in Wolverhampton was supposed to bring West Midlands, Staffordshire, Shropshire, Warwickshire and Herefordshire under one roof but was scrapped when the coalition government came to power.
Another super centre was built in 2007 in Castle Donington, Leicestershire and was supposed to be the operational nerve centre for Leicestershire, Nottinghamshire, Derbyshire, Lincolnshire and Northamptonshire fire and rescue brigades.
It has never been used.