Brady made the comments ahead of the Premier League game between West Ham and Tottenham at the London Stadium at the weekend.
“In many ways, the cock should be crowing for Spurs,” Brady wrote in The Sun. “Newly resplendent in a year's time, White Hart Lane will ring in their name, as always.
"What more could a true supporter want? Well, a first Premier League title would do. I’d rather like to see them upset the foreign spendthrifts and do it, minus three points today, of course.”
Tottenham have one of the best squads in England and have some wonderful players, such as Harry Kane, Dele Alli and Christian Eriksen.
The North London outfit have challenged for the Premier League title in each of the past two seasons, and the fans will expect them to do the same this time.
However, it is going to be hard for Spurs to compete with Manchester United, Manchester City and Chelsea.
United, City and Chelsea have the three best squads in England, and given how the two Manchester clubs are playing at the moment, the title could head to Old Trafford or the Etihad Stadium this season.