Officers raided an address in New Hall Lane on Wednesday afternoon (April 20).
Police found a quantity of Class A and Class B drugs once inside.
Officers also discovered a stun gun that was disguised as a mobile phone hidden behind a sofa.
Two teenage boys, aged 14 and 17, and a 23-year-old woman were arrested on suspicion of possession of a firearm and possession with intent to supply drugs.