Pelican Bay is a city located in Parker County, Texas. Pelican Bay has a 2026 population of 2,674. Pelican Bay is currently growing at a rate of 3.72% annually and its population has increased by 28.74% since the most recent census, which recorded a population of 2,077 in 2020.