How do you get rid of scalp buildup without stripping your hair?

I feel like no matter how much I scrub, my hair doesn't feel squeaky clean anymore. I’m worried about using harsh clarifying shampoos every day, but I want to get rid of that heavy, oily feeling at the roots. Are there any DIY rinses or specific brushes that actually get the job done?