I figured it out! You need to create a copy or a symlink to Cave Story+.app in the root folder (Macintosh HD).
Easy way is to just open your application folder, copy Cave Story+ (Cave Story+.app), and past it in Macintosh HD.
OR
open Terminal and type:
cd /
then
sudo ln -s...