The Reading Time plugin adds an estimated reading time feature to the status bar in Obsidian. It provides users with a quick assessment of how long it will take to read a note based on its word count. The plugin offers customization options to adjust reading speed preferences, ensuring accurate estimations based on individual reading habits.