The London club dominated the first half but fell behind to a superb goal from their former winger Aaron Lennon before young midfielder Dele Alli furthered his case for a place in England's midfield with a classy equaliser just before the break.
Fourth-placed Spurs had to resist intense Everton pressure at times late on as they stretched their unbeaten sequence on the road to nine league games – their best away run for 20 years.