Mozilla users should check out Financial Institutions and Mozilla Operability, which lists banks that do and don’t support Mozilla with their online banking applications. My personal bank account is at Bank of America, and it’s never given me any trouble at all when I access it using Mozilla. (It’s listed as compatible on the list anyway.)