The story
From boot + strap. The sense "pull up (without aid)" comes from the phrase pull oneself up by one's bootstraps.
Etymology from Wiktionary, CC BY-SA 4.0.
bootstrap
Today it means: A loop (leather or other material) sewn at the side or top rear of a boot to help in pulling the boot on. Full definition →