Could joining MarylandSaves impact my eligibility for college financial aid?

Generally, not while your money stays in your account. Withdrawals from IRAs can affect financial aid for the year following the withdrawal but in general retirement accounts are not counted towards federal financial aid. Of course, to be sure, you can consult with a tax expert, financial advisor, or your financial aid office.