Martin Scorsese will produce and direct a documentary on President Bill Clinton for HBO, the pay cable network announced Monday afternoon.

The docu is being made with the full cooperation of Clinton, the Time Warner-owned network added.

The film will explore the perspectives of the country’s 42nd POTUS on history, politics, culture and the world, the network said, adding that Steve Bing is producing....