McConnellsburg is a borough located in Fulton County, Pennsylvania. McConnellsburg has a 2026 population of 1,118. It is also the county seat of Fulton County. McConnellsburg is currently declining at a rate of -0.8% annually and its population has decreased by -2.53% since the most recent census, which recorded a population of 1,147 in 2020.