WASHINGTON—President Donald Trump plans to set the cap for refugee admissions for the coming fiscal year at 45,000, the lowest in decades, according to people familiar with the discussions.

The number won’t be officially settled until after senior administration officials consult with members of Congress, as required by law, on Wednesday. A decision is due by Saturday, before the next fiscal year begins.

The...