Joey Kovar -- the troubled "Real World" star who appeared on "Celebrity Rehab" -- was found dead at a friend's home near Chicago this morning ... and family members believe drugs are to blame ... TMZ has learned.

Kovar was 29 years old.

Kovar's rep tells TMZ ... Joey was discovered by a female friend early this morning who noticed blood coming out of Joey's ears and nose.