The purpose of a version control system (VCS) in software projects is to track and manage changes to code or documents over time. It allows multiple developers to collaborate simultaneously, maintaining a history of modifications, facilitating rollback to previous versions, and resolving conflicts. A VCS enhances organization, efficiency, and reliability in software development.