NEW DELHI—Om Prakash remembers when more money used to fall out of the sky.

Today it’s mostly small change—“one-rupee, two-rupee, five-rupee coins” he says, or basically a few cents—sometimes accompanied by coconuts. Once, though, a woman’s gold ring came tumbling down.

Mr. Prakash, 30 years old, lives and works beneath a historic bridge...