No, MyBookie will not notify the IRS about your winnings. However, the IRS expects you to disclose all your winnings from gambling on MyBookie or any other site on your income tax. MyBookie will only keep track of your winnings for internal purposes, but you are responsible for reporting your income to the IRS.