The Congo River crosses the equator twice - once flowing north from its source and again flowing south to its mouth. The Amazon crosses once, the Nile doesn't cross the equator (it flows from south to north but stays north of the equator for most of its course), and the Brahmaputra is in the Northern Hemisphere.