Although one of its branch offices is in Columbia, Capital Mortgage Finance is a division of first National Bank of Chester County located in Pennsylvania. Rate quote requests, calculators and applications are all available on its website. Capital Mortgage Finance's local office is in a small business complex off of Stevens Forest Road.