Yes, the Manhattan Project number crunching was mostly done by humans on mechanical calculators. There were some electromechanical machines available to them.

After the war, though, some of the calculations for the "super" - the Hydrogen Bomb - were done on electronic machines. In particular, there was a concern that the Super might ignite the atmosphere and the calculations to check that were a bit much for rooms full of people coordinated by pneumatic tubes.