Red tape refers to excessive bureaucracy and complicated procedures that delay or prevent action or progress.
While there is no actual tape involved, the color red in the idiom symbolizes the official documents and forms that often impede progress.
It's important to remember that idioms are figurative expressions, and their meanings are not to be taken literally.