Give Credit to Main Street Act of 2011 - Directs the Administrator of the Small Business Administration (SBA) to establish and carry out a program of making loans directly to small businesses in operaton for at least two years. Limits loan amounts to the lesser of 10% of annual business revenues or $500,000.