Wormleysburg is a borough in Cumberland County, Pennsylvania, United States. The population was 3,070 at the 2010 census. It is part of the Harrisburg–Carlisle Metropolitan Statistical Area. Wormleysburg is served by West Shore School District. The borough is home to Harsco Corporation.