Sharpsburg is a borough located in Allegheny County, Pennsylvania. Sharpsburg has a 2026 population of 3,063. Sharpsburg is currently declining at a rate of -0.49% annually and its population has decreased by -3.71% since the most recent census, which recorded a population of 3,181 in 2020.