Middle Class Health Benefits Tax Repeal Act of 2017 This bill amends the Internal Revenue Code to repeal, beginning with taxable years beginning after December 31, 2017, the excise tax on employer-sponsored health care coverage for which there is an excess benefit (high-cost plans).