When I got my Hori Wii stick, I was disappointed to find that it did not work with Star Soldier WiiWare... I haven't tried it on Metal Slug Anthology because I fear the results.

Going to have to snag a few GC-PS2 adapters myself I guess. Try and cover all my bases...