Add the brown sugar, water, molasses, cinnamon, ginger, and nutmeg to a small saucepan and whisk to combine.
Heat over medium heat until the sugar dissolves, whisking occasionally.
Remove from heat and stir in the vanilla extract. Allow to cool for 15 minutes at room temperature, then transfer to a syrup bottle and store for up to 2 weeks.