Through-hole LED package identification
I think it is called a "dimple lens" LED but I'm not certain.

https://www.lumex.com/spec/SSL-LX304F4GTD.pdf

For a quick and dirty replacement you could take a flat top LED (or flatten a round one with sandpaper) and drill the dimple in it using a drill bit of larger diameter than the LED...