Mercersburg is a borough in Franklin County, Pennsylvania, United States. It is 72 miles southwest of Harrisburg, the state capital. Originally called "Black Town", it was incorporated in 1831. In 1900, 956 people lived here, and in 1910, 1,410 people lived here. The population was 1,561 at the 2010 census.