There are several ways to get one.

The simplest is the boss fight against the machine BGH251F2. You can mug an Adamantine from it.

Level 30 or better Adamantoises (they look like giant turtles) will drop them as well. Look for them on the beach near Dollet.

You can refine a Minotaur card into 10 Adamantines.