Redknapp knows that Richards would be interested in a move, after falling down the pecking order at Eastlands.
The Sun reports that Spurs needs to raise money by making sales before making a bid for Richards.
Alan Hutton, Jermaine Jenas and Robbie Keane are among the players that could leave White Hart Lane this summer.