A trap for capturing small animals, such as raccoons, includes a housing with front and rear doors, and a three-way trigger which is actuated by an animal trying to reach bait located in the housing and behind the trigger. The trigger can be moved longitudinally forward to a set position which holds the door open to release the door to a closed position.;The trigger can be actuated or tripped in either left or right lateral directions, or in a rearward longitudinal direction to release the door to a closed position. The trigger is spring biased toward the set position. The front door slides vertically within guide tracks extending along opposite lateral edges of the front door, or alternatively, is hinged for pivotal movement. The back door can be opened for positioning bait inside the housing.