(I know you asked for adjectives. Many of these words have adjective forms. Also, you maybe you can adapt some words in this list to meet your needs.)
Words that Rhyme with Joe:
Clean, green,
narite
tall
obscene
Bent.
Catch
Wetter
Numb.
mental
climb
lame
experimental