Multi-Party Computation (MPC) is a cryptographic protocol that enables multiple parties to collaboratively compute a function without revealing their individual inputs. MPC ensures privacy by encrypting sensitive data and dividing it across participants, who work together to achieve the final result without exposing any private information.