Speaking for the UK you can buy ibuprofen, paracetamol (acetaminophen) and aspirin off the shelf in any shop.

You're limited to 2 packs of 16 tablets each (for a total of 32 tablets) per transaction, in an effort to reduce the incidence of spontaneous suicide attempts.