Merson had been linked with a move to the midlands after Pompey boss Harry Redknapp confirmed on Monday that he had allowed the former England international to speak with interested parties.
"Paul Merson has a contract at Portsmouth Football Club for one more year. He is club captain and very happy there," said Mersons agent, Steve Kutner.
"As things stand at the moment he'll be playing for Portsmouth next season."