Count on me = you can rely on me.  Count me in - I want to be part of what you are doing.  I have never heard "count me on".

Hi Hazhar,

According to David Butler's answer, I think the word you asked is "count me in" - which is an idiom, uses when you want to be part of a group or party.

Thanksss.