WASHINGTON—President Trump dropped a threat to levy tariffs on Brazilian steel and aluminum after the two leaders spoke Friday.

Brazilian President Jair Bolsonaro said during a Facebook live video that he persuaded Mr. Trump to forgo imposing the tariffs. A U.S. official familiar with the call confirmed that Mr. Trump told his Brazilian counterpart that he wouldn’t levy the tariffs.

Mr....