The purpose of the Shutdown Fairness Act is to ensure that certain federal employees, known as excepted employees, continue to receive their pay and allowances during periods when the government is shut down due to a lack of appropriations. This legislation aims to provide financial stability for these employees who are required to perform essential work even when the government is not fully funded.