Multiple fluid nozzles are mounted in a machine tool such that the cutting tool in the spindle is targeted with liquid or gas cutting fluid from multiple directions, providing better coverage and thereby more effectiveness. This provides more efficient and safer use of a machine tool by automating the aiming of fluids at a desired location. Multiple nozzles at respective multiple physical locations are preferably controlled by a single control unit, so they can be synchronized to maintain a common target point on a cutting tool, even if the nozzles are located asymmetrically or non-uniformly with respect to the spindle axis or target point. Preferably, modular nozzle assemblies can be configured for flexibility in mounting on the machine tool.