On Tuesday, officers carried out a search warrant at an address in the area and recovered the gun.
One man has been arrested and charged under the Firearms Act.
DCI Natalie Parker says her team is ‘working hard behind the scenes to tackle Organised Crime Networks and disrupt criminal activity’.