Thermochromic materials are smart materials capable of changing color in response to temperature variations. The classification of thermochromic materials is reviewed and the color-change mechanisms of both reversible and irreversible thermochromic materials are summarized. The applications of thermochromic materials in temperature monitoring, food freshness detection, and anti-counterfeiting are introduced. Finally, the future research and development directions of thermochromic materials are outlined.