E. Cobham Brewer 18101897. Dictionary of Phrase and Fable. 1898.
To shout blue murder. Indicative more of terror or alarm than of real danger. It appears to be a play on the French exclamation morbleu; there may also be a distinct allusion to the common phrase blue ruin.