I'm not affiliated with them, but I started using this stuff to combat exactly that problem:
https://www.amazon.com/HeadBlade-HeadLube-Matte-Moisture-Lotion/dp/B00ITUN2IA
There are definitely others on the market, but I like this one quite a bit!