Zulfe,

See this link for the replacement part. Search "J2"

http://reprap.org/wiki/RAMPS_1.4

It seems like it has the exact same connector in black, or a replacement two part pin connector that will also fit in to the board. The second one seems like what you were hoping would have been there in the first place