Renowned for his announcing, ringside commentary and chats with such stars as Hulk Hogan and Jesse Ventura, his death at 76 was announced by the WWE company.
In a tweet, the company described him as "the most recognisable interviewer in sports-entertainment history."
"Mean Gene I love you my brother," wrote Hogan in his own Twitter tribute.