Mountain Valley Pipeline wants to build a new natural gas pipeline in the Southeast. But Williams Cos. says its planned pipeline is all that’s needed.

A new pipeline carrying shale natural gas from west Texas toward export hubs on the U.S. Gulf Coast has eased constraints that crashed local prices this year, and will help pave the way for higher ...