The propellers can absolutely break skin.
A commercial quadcopter motor typically runs at 1000KV, meaning that it spins at 1000 RPM per Volt. Most batteries are 12-14 volts.
Even for little plastic bits, if they're spinning at 12,000RPM, theres a lot of kinetic energy behind them.