Hulu is developing a subscription service that would stream feeds of popular broadcast and cable TV channels, people familiar with the plans said, a move that would make the company a competitor to traditional pay-TV providers and other new digital entrants.

Until now, Hulu has offered on-demand programming from major networks, similar to...