Sharpsville is a borough located in Mercer County, Pennsylvania. Sharpsville has a 2026 population of 4,127. Sharpsville is currently declining at a rate of -0.53% annually and its population has decreased by -2.83% since the most recent census, which recorded a population of 4,247 in 2020.