Is there a way to take legal action if a bank unfairly denied my Pradhan Mantri Mudra Loan application, even though I meet all the requirements?

Yes, you can file a complaint with the Banking Ombudsman if your Pradhan Mantri Mudra Loan application was unfairly denied despite meeting all requirements. You can also approach the relevant consumer forum or file a civil suit in the appropriate court.