Preheat the oven to 400°F/200°C.
In a standing mixer equipped with the flat beater attachment, combine matzo meal, salt, and pepper. Mix at a low speed for about a minute. Add the oil and boiling water, then mix for about 3 minutes until you achieve a uniform, very wet, and warm dough.
Continue mixing and add the eggs one at a time, making sure the dough comes together before adding the next egg. Mixed and has a smooth consistency.
Spoon the dough into a piping bag fitted with the selected tip. Twist the top of the bag to secure the dough inside. Hold the piping bag at a 90-degree angle to the baking sheet. Gently squeeze the piping bag to release the dough onto a parchment-lined baking sheet. Bake in the preheated oven for 20 minutes without opening the oven door.
Lower the oven temperature to 320°F/160°C and continue baking for another 30 minutes or until the rolls are brown, dry inside, and light. Allow the rolls to cool completely before spreading or filling with butter, margarine, jelly, or other spreads.