MacColl was born in Glasgow and educated at the University of London and the University of Oxford between 1876 and 1884.
He published the authoritative book, Nineteenth Century Art, in 1902 and his biography Philip Wilson Steer was awarded the 1945 James Tait Black Memorial Prize.