What's the best way to clean up this rust? (pics)

i have been trying to remember a product i saw at a swap meet here in michigan and have been kicking myself since then for not buying it. it was said to remove rust and prevent rust afterward for years....:violent1:think think think...i have a suregrip center section with a little surface rust and have been trying to figure out how to get that off without damaging anything inside