Special Counsel Robert Mueller is seeking to determine what White House officials knew about a federal investigation into former national security adviser Michael Flynn early this year.

The move comes as Mr. Mueller’s team examines whether President Donald Trump or other administration officials sought to obstruct that probe, according to people familiar with the matter.

As...