The robot used six AA batteries, to power five motors, and a speaker. There were various sensors on the robot, but those were just little buttons.
Dremel tool (this one: http://i.ehow.co.uk/images/a04/a8/1p/using-dremel-tool-trim-dogs-800x800.jpg)
Drill (lots of drill bit sizes)
A set of files (for wind turbine blades, if I go with wood)
A small saw (looks like this: http://www.gerbergear.com/images/products/22-41514-1.jpg)
Screw Drivers
Tools that I might be able to use:
Multimeter (I plan to buy one)
Alligator clips (for quick tests)
Soldering Iron (a friend of mine has one if I really need it)
The Gears:
The gear that will be spun by the rotor is 3/4 of an inch in diameter. (2.355 circumference) - This has 32 teeth
This spins a 1/4 inch diameter gear. (0.785 circumference) - this has 8 teeth
- Attached to this small gear on the bottom is another 3/4 inch diameter gear (2.355 circumference) - This has 32 teeth
- ^This gear spins the motor, which has a 1/4 inch diameter gear. (0.785 circumference) - this has 8 teeth
When I slowly turn the gears by hand, the red LED lights up very brightly, compared to the dim flash that I get when I spin it by hand.
OKAY,
from this you seem to already have most of what you will need.
Like GHURD said, do a quick search for a HF in your area. Most of the stuff they have is not top of the line, but perfect for beginning and their meters are good enough for me, even though I won several top notch Flukes. You even get a nice battery for the unit to boot.
At $3/ea they are darn good! The have the soldering Iron too but if they don't have the small 15W or smaller, don't bother the others are too hot and could ruin the wires on the motors.
The gears numbers tell me they are geared for 1:4 ratio which means that for each turn of the bigger gear the little one is turning 4 times. Having the multiple gearing is more for torque then speed. I'll bet the robo-monster doesn't move very fast either

On the drill or better the dremel, do you have the chuck accessory? if so you can use that to get a known rpm and turn the motor with a meter to get a voltage measurement from the motor and possibly the current as well.
As Ghurd said HF also has a combo pack of alligator clips, they will do for this but that's about it. Any real pressure and they start to bend

.
The reason for these tests with the meter a tools, is to find at what voltage the motor is lighting up the LED. Too high and the LED will burn out.
One thing I forgot to ask was how the batteries were aligned in the holder. My gut tells me they're aligned in a way that gives you 4.5voltes DC and higher current so ALL those motors can turn with the gearing giving the speed and torque to move. The speaker needs very little power of any kind, I'll bet it's a 8 0r 16 Ohm speaker.
IF you could put up a post of what the voltage coming out of the battery holder is that would help. IF it's 7.2Vdc I'll be very surprised, but still possible.
More likely it's 4.2 which means those motors, when spun, are putting out around 3Vdc which is more than enough to light the LED.
Cheers
Bruce S