The essential tools for adding realistic hair in Photoshop include the Brush Tool for drawing individual hair strands, the Clone Stamp Tool for replicating natural hair textures, and the Smudge Tool to blend the hair into the original image. Additionally, customizing the Brush Settings (size, shape, and hardness) allows you to create hair strands with varying thickness and texture, making the hair appear more natural and realistic.