In 1776, Richardson was commissioned as a colonel of the 4th Maryland Regiment of the Flying Camp and served from July to December 1776. He was at the Battle of Harlem Heights.
During his military service in 1776, Richardson was appointed colonel of the 4th Maryland Regiment of the Flying Camp and remained in that position until December 1776. He took part in the Battle of Harlem Heights.