Finally got it sorted.
I got a pair of ProRack S-Wing bars with fitting kit K537. The fitting kit has little metal pieces that hook into the insertion points on the track on the car. But they actually wouldn't quite go in - I had to tweak the ends that hook in to bend then out by about 1mm...