WASHINGTON—The Trump administration took aim at Google Thursday, calling on the tech giant to halt development of a project it said would accelerate censorship efforts in China.

In a speech that outlined the White House’s long list of frustrations and grievances with Beijing, Vice President Mike Pence called on companies to reconsider business practices in the world’s second-largest economy that involve turning over intellectual property or “abetting Beijing’s oppression.”

“For...