The purpose of version control software in project development is to manage changes to source code over time. It allows developers to track modifications, collaborate efficiently, and revert to previous versions if necessary. This tool promotes teamwork, minimizes conflicts, and safeguards against data loss, making it essential in maintaining the integrity of software projects.