Mourinho was particularly critical of his side's lack of defensive awareness after Van Aanholt beat De Gea at this near post, telling Sky Sports (h/t Tom Doyle of the Evening Standard): "That disgraceful, childish second goal changed everything".
The Seagulls recorded a 2-1 win against Arsenal on Sunday, with Murray - whose goals fired Palace to the Premier League in 2013 - on target. It would have been nice to have two more points, but we still would have been very much in a relegation battle.
Speaking after the game, Matic admitted it's not usually his job to score last-minute winners but was happy nonetheless.
"I can not tell you half of the things I told my team at half-time because there would be lots of bleeping on television", Mourinho said.
The Red Devils hoisted themselves above Liverpool FC into second place in the Premier League table ahead of their meeting at Old Trafford on Saturday afternoon.
Fortunately for Pogba, he sparked into life following Smalling's goal and even had a curling shot pushed away by Palace goalkeeper Wayne Hennessey.
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Mourinho complimented his side for the attitude they showed for the victory but made it clear that he did not like the way the team was disorganised early on.
They are not in Champions League action until next week, and go into the game on a high after coming back from 2-0 down to win 3-2.
"It's a groundhog day at the moment", Palace manager Roy Hodgson said.
"There's not been many games where we've come back - granted, there's not many games when we've gone 2-0 down".
"I can only tell you the other half, and the other half was about the tactical positioning".
"I saw a group of players give their all for the club against a team who on paper are bigger than us".
United players might think twice next time they try to tell Matic not to shoot with seconds remaining of a game.