Jeff Tamarkin of Jazz Times noted "Following a one-off big-band outing, this is his second with Inside Straight, the acoustic quintet he formed in 2009. Like that year’s Kind of Brown, People Music feels like a mental reboot, an opportunity for McBride to call the shots on his own terms with some handpicked compadres".
