The former England international is convinced the under-fire boss can turn the current situation around at Old Trafford.
Neville, who is now head coach of England's women's team, said as Goal published: "I think Jose is still someone that I look up to and admire because managers go through tough times.
"I've been sacked twice and it hurts when people level things at you, in defeat or at bad times, it can get personal and maybe some of it has got personal with Jose.
"I agree with Jose. I think there is a bit of a manhunt out there - everyone seems to be looking at him. I think they've got the right man who can handle that sort of situation."
The former defender added: "My feeling when I think of the great Manchester United teams, I think of the togetherness of the whole club.
"The directors coming down in the dressing room after we had won European Cup finals, FA Cup finals - we shared the success. We used to celebrate with the supporters on the bus tours of the city.
"It's all or nothing. You can't go fighting a war on your own, you've got to fight it together and I think that would be the biggest thing about Saturday - all of a sudden everyone came together."
Neville won six Premier League titles, three FA Cups and the Champions League during his time at the Theatre of Dreams.