Shouldn't that be "Labour MPs were overwhelmingly in favour ..." There are large numbers of people on the left who are hostile to the idea of the EU. In fact, Corbyn himself is probably one of them.
He looked decidedly chipper when interviewed this morning, I reckon he voted Leave