The drama began at about 8pm on Thursday when several police cars arrived in Glebe Street.
Officers with guns and also police dog handlers were seen outside a block of flats in the street.
Passers by said the weapons seemed to be trained on a an upper floor window.
The incident happened two days after a man was left with life-threatening injuries after an attack in the town.
West Mercia Police has been contacted for comment.