WASHINGTON—The U.S. Secret Service has no audio copies or transcripts of any tapes recorded within President Donald Trump’s White House, the agency said on Monday.

The agency’s response to a freedom of information request submitted by The Wall Street Journal doesn’t exclude the possibility that recordings could have been created by another entity.

The...