McCarthy is best known for his pioneering work in the movement to commercialize the Internet in the first part of the 1990s, including early experiments with legitimate e-mail advertising, contributions to the development of the banner ad, practical applications of pay-per-click advertising and Internet video.
He worked as a consultant to NEC's Biglobe, Japan's largest online service, from 1996 to 2001.