To grow arugula microgreens, you will need trays or containers, a growing medium such as soil or coconut coir, arugula seeds, and a water sprayer. It is important to use organic and high-quality materials for optimal results. Additionally, it is recommended to have access to adequate light sources, either natural sunlight or grow lights.