I have virtually the same bikes, Agattu with crossbar and a Raleigh Dover step through.
I use a pair of roofbars and cycle mounts, the Mont Blanc bars i purchased are no longer available but if you visit this site Roof Rack Shop UK - Car & Van Roof Racks, Roof Bars, Roof Boxes, Bike Racks...