Place all ingredients in a large pitcher and stir with a whisk until sugar and pepper jelly are dissolved.
Fill cocktail shaker with ice and pour desired amount of Margarita mixture into shaker. Cover with lid and shake well for about 30 seconds. Strain into chilled glasses with salted rims and serve.