The Supreme Court handed Democrats a significant victory Thursday in Missouri’s redistricting battle, blocking a GOP push to use a map likely to give Republicans another House seat.

Missouri is poised to hold its November election with congressional districts passed after the last census, after the U.S. Supreme Court on Thursday again rejected a new map backed by President Donald...