President Trump said Thursday he intends to nominate former GOP presidential candidate Herman Cain to the Federal Reserve’s board of governors, signaling his desire to remake the nation’s central bank after complaining about it for months.

The selection of Mr. Cain, following the president’s decision to nominate his former campaign adviser Stephen Moore, marks an effort to install two Fed critics and loyal Trump supporters on the central bank’s powerful seven-seat board.

While...