The consumer protection agency dropped its lawsuit alleging an illegal kickback scheme run by the mortgage company.

The bureau reversed course Thursday after accusing the bank last month of obscuring a higher-paying savings product from some legacy savings account holders.

The Consumer Financial Protection Bureau dropped a legal action against Capital One (COF), which the agency had accused last ...