Margaret Mercer (July 1, 1791 – September 17, 1846) was an American abolitionist and educator. She worked to end slavery and freed the Maryland slaves that she inherited from her father, sending six of them to Africa. Mercer started a school and a chapel in Loudoun County that welcomed black people and continued for a short while after her death. In 2018, a Virginia historical marker was dedicated in her honor.