Yorke, here for a promotional programme, has been linked with the ISL proposed to be held by All India Football Federation's commercial partners IMG-Reliance in September.
"I think India is passionate about football, especially the youth. I feel that tournaments like the proposed ISL would go a long way in raising the profile of the game in the country," Yorke, the brand ambassador of Manchester United, said.
Yorke, however, said that he is yet to signed on the dotted lines for the league.
"No, I am interested in the league but have not signed a contract yet," said Yorke at a programme to celebrate Cheverolet's partnership with Manchester United as official automotive partner.
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"As somebody from a country which is not among the elite in the world, I can say that India will need to develop its league, produce some big players who play outside the country in some big leagues," he said.
"Hopefully, India will have such players in future. You need a beginning, a player who would be the first to do that and others will follow." MORE PTI PDS
Yorke, who had acted as assistant coach of Trinidad and Tobago during the 2010 World Cup qualifying campaign, said he is on his way to take up full time coaching.
Asked if he would love to coach the Indian team in future.
"Of course, I would love to. It's not my first visit in India and I know football is passionate here."
Yorke admitted Manchester United's woeful form this season in the English Premier League and said his former club was facing transition pangs.
"Some big players have left and a new coach is there. The club is in a transition phase. It's not easy for (coach) David Moyes," he said.
"It has to be Paul Scholes. He is the complete player.