Great answer by @Senseful.
I am presenting modified query for those who are only looking for list of constraint names (and not other details/columns):
SELECT DISTINCT(constraint_name)
FROM information_schema.table_constraints
WHERE constraint_schema = 'YOUR_DB'
ORDER BY constraint_name ASC;