"having blue eyes," c. 1600, from blue (adj.1) + -eyed. Meaning "favored; innocent" is by 1924.
bluebird
blue-blood
blue-chip
bluecoat
blue-collar
blue-eyed
bluegrass
blueing
blue-jacket
blue-jeans
blueness