WASHINGTON—President Donald Trump scrapped plans for a summit with North Korean leader Kim Jong Un, citing “open hostility” from the North Korean regime, as the White House considered dozens of sanctions on Pyongyang.

Mr. Trump on Thursday canceled the meeting without informing allies, including South Korean President Moon Jae-in, who visited Washington this week.

North...