Just because a MIDI file is in C-Major doesn't mean it has to stay there. Shift the notes to fit your vocal range or project key.
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If the MIDI feels too robotic, use your DAW's "Randomize Velocity" function to add a human feel. Just because a MIDI file is in C-Major