I've got some capacitors that look like the Brown thingy except they're reddish-brown. Any markings on it.
If a capacitor, it's probably a suppressor. Next step is to trace out the board to find out what connects to what.
Are there 5 wires connected to the board or only 4. If 5, two reds?, you might have something like this:

I've said Low Vdc for the controller, but it might only be for the LED.
The components look too flimsy to be powering the motor, yet it connects to the mains on/off switch. Is it the only way power can get to the tool?
Dunno!
Dave