The soon-to-be-deposed Premier League champions were poor at Goodison Park, as first-half goals from Leighton Baines and Kevin Mirallas saw Everton make it eight wins from their last nine matches.
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And ex-Everton man Rooney - deputising for skipper Nemanja Vidic - felt poor mistakes in defence were his side's downfall.
"Everyone knows that it's a difficult place to come and Everton made it difficult for us by putting bodies behind the ball," he told MUTV.
"But we conceded two really sloppy goals which we need to cut out because we're making it hard for ourselves to get back into games.
"Obviously, once they got the first goal we knew it would be tough and the second goal was a big blow.
"It's not nice when you concede just before half-time at a place like this. Everton are in good form and they've got a lot of confidence so we knew it would be hard."
Rooney was also disappointed with his side's inability to convert possession into chances on goal.
"I thought that in the first half we moved the ball well, but we just didn't penetrate enough," the England international added.
"We moved the ball quite well and they were struggling to get near us at times, but we just had to try to break them down.
"They sat quite deep, so we might have needed more width or more runners in behind to create space, but it was a difficult game."
Manchester United sit seventh in the table, 12 points behind fifth-placed Everton.