This idiom or expression means:

A support.
Supporting material.
Available influence or power.

When someone says “He doesn’t have a leg to stand on,” they mean something like “He doesn’t have enough data to support his theory,” or “He doesn’t have an alibi to help him in his defense,” etc.

You'd better find a more reliable alibi or witness.