The Daily Mirror reports that Spurs are keen to bring in the 21-year-old on loan for the rest of the season.
Morata has started just once in La Liga for Real Madrid this season.
Spurs boss Andre Villas-Boas has reportedly made personal contact to try to convince the youngster to move to the Premier League.