At about 7 p.m. ET, police executed a search warrant along Sunshine Street in Glen Burnie.
The warrant was obtained in response to several neighbor complaints about the residence.
After inspecting the property, police seized marijuana, a small amount of cocaine and drug paraphernalia.
Taken into custody were William Jason Bowman, 52, of Glen Burnie; Timothy Richard Faro, 53, of Glen Burnie; and Bonnie May Phebus, 53, of Linthicum.
All three suspects now face numerous drug charges.