The Soup Bowl, in Crescent Road, was set up by volunteers from St Augustine's Catholic Church 24 years ago and is supported by other churches in the town.
The soup kitchen, which was set up by volunteers from St Augustine's Catholic Church, was given notice to leave the premises in February after the council said it was no longer suitable.