Abortion Providers Loan Elimination Act This bill makes abortion providers ineligible to receive a loan under the Paycheck Protection Program, which was established to support small businesses in response to COVID-19. This prohibition shall not apply to hospitals or entities that exclusively provide abortions (1) where the pregnancy is the result of rape or incest, or (2) where the pregnancy endangers the life of the mother. The Inspector General of the Small Business Administration must report on the number of paycheck protection loans made to the Planned Parenthood Federation of America and to other abortion providers.