DiffusionToolkit scans folders of AI-generated images and videos, extracting and storing metadata such as prompts, NSFW tags, and PNGInfo from Stable Diffusion outputs. It provides search, tagging, rating, and album organization capabilities so users can manage their growing AI art collections.