The Two-Phase Commit Protocol is a distributed algorithm that ensures all nodes in a distributed system agree on whether to commit or abort a transaction, maintaining atomicity across the system. It involves a coordinator node managing a two-step process: a prepare phase where nodes vote on transaction feasibility, and a commit phase where nodes execute the transaction if all votes are affirmative.