His younger brother was Virgil Maxcy, a Maryland political figure who was killed in the explosion of the USS Princeton.
In 1796, he authored the well known Discourse Designed to Explain the Doctrine of Atonement which became a widely consulted work on Edwardsean theological views that found expression in the Second Great Awakening.
Maxcy also held close relationships with a number of prominent southern slave owners, including Furman, leading many to believe he defended the great american evil.
In 1792, at only 24 years of age, he was elected president pro tempore of the College of Rhode Island & Providence Plantations, now Brown University, and therefore resigned as pastor of First Baptist Church.
Though destitute of funds, and patronage from the legislature of the state, guided by his genius and wisdom, the College flourished and diffused its light over every part of the country.
In 1827 the Maxcy Monument designed by noted architect Robert Mills was erected in the center of the Horseshoe, the main quadrangle of the University of South Carolina.