Adams has been critical of Wenger in the past, but insists the Frenchman can bring silverware back to the club.
Adams told talkSPORT: "Every Arsenal supporter wants to win something now. They've gone a few years without winning anything and they would all love to win a trophy [next season].
"I don't know anybody else other than Arsene Wenger who could do that for the club. He is the best suited, for me, to find those players [to win the Premier League title].
"I know they have scouts all around the world but there are a lot of other clubs out there with fantastic resources as well. It makes it more and more difficult to find those players."