Disgraced superstar rapper and producer Sean “Diddy” Combs, 54, appeared in court Thursday in his sex-trafficking and racketeering case with his six of his children and elderly mother on hand to support him.

Diddy has spent the last three weeks in a Brooklyn jail, but appeared in Manhattan court Thursday afternoon...