Can the agency give you a contractual penalty?

Agreeing contractual penalties in contracts is generally permitted. The contractual partner can then demand the money from you if you do not fulfil all the agreed obligations. Sometimes, however, these agreements are ineffective or the penalty is far too high. In this case, you should definitely seek advice.