It's called a darning foot on my Janome. Have you gone online to find the owners manual? It shouldn't be too hard :)
Just like Newestnana, I too purchased a Brother at Costco. When I wore it out in just 13 months, I bought my Janome 760, and all the feet from the Brother fit it! Yay!