Reclaiming the Solar Supply Chain Act of 2021 This bill requires the Department of Energy to establish a program to award grants and loans to support a solar component manufacturing supply chain. Under the program, grants and loans must be used for (1) the construction of new facilities that manufacture solar components; and (2) retooling, retrofitting, or expanding existing facilities that manufacture solar components.