Vicente Guaita was largely untroubled, even if he was right behind van Aanholt, when the Dutchman lunged to keep out James, after Shaw again bounded forward to unsettle the visitors.
The home side dominated possession in the first half and had most of the play and the ball. "It's just insane that we talk about this in 2019".
The nine tackles he made in the 1-1 draw at Wolves were the most by a player in a single game to date this season and the 15 he has completed over the opening two matches also left him top in that category.
However, James scored a brilliant goal in the 89th minute to level the score and bring the stadium alive in the hope of late victor.
The visitors scored with two of their three efforts on target, the first a simple finish for Andrew Ayew, the injury-time victor yet another moment to forget for David de Gea in 2019 as Patrick van Aanholt's strike found its way through the Spain goalkeeper.
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Zaha started to bring out some of his party tricks, dribbling down the right, as his side were clearly given a major shot of confidence by the 32nd-minute goal.
To add to Solskjaer's irritation, he also believed United were unfortunate not to be awarded another penalty in the second half when Rashford was seemingly felled in the box.
"He's disappointed", said the United boss.
Speaking to United's official website, Solskjaer added: "The last two results were disappointments because at Wolverhampton you feel we deserved to win, and today we deserved to win, but you don't always get what you deserve in football". Just a long kick, it should never happen, that's poor defending. I thought we got our act together second half, we just couldn't hit the target. But other than a Daniel James opportunity, they did not create enough chances to put the Crystal Palace defence under the cosh.