Created by Eliza Wintergear during a crucial moment when the Great Clock's instability threatened TVille's existence, the Mechanical Oracle emerged from her experimental fusion of predictive algorithms and magical resonance patterns. Using salvaged parts from the Clock itself, she constructed an entity capable of processing vast amounts of mechanical and magical data to forecast potential system failures.

The Mechanical Oracle operates through a complex network of crystalline gears that capture and analyze magical frequencies. Its cognitive matrix combines mathematical precision with arcane sensitivity, allowing it to process both mechanical stress patterns and magical energy fluctuations simultaneously. The entity maintains perfect calibration through self-adjusting mechanisms that respond to temporal shifts in TVille's magical field.

Serves as the Engraved Gears' primary diagnostic and predictive system, identifying potential points of failure in TVille's magical machinery before they manifest. Its calculations guide the faction's maintenance efforts and help prevent catastrophic breakdowns in the city's intricate mechanical-magical infrastructure.