I don’t see an option for it in
register_taxonomy()
It’s not in Codex, but is fully supported:
add_action( 'init', function() {
register_taxonomy(
'foo',
'post',
array(
'description' => 'Hi there!'
)
);
$foo = get_taxonomy( 'foo' );
echo $foo->description; // output "Hi there!"
});