Web servers support image analysis by hosting sophisticated software tools that can process and analyze histological images. These tools can perform tasks such as cell counting, tissue classification, and anomaly detection. By leveraging cloud computing, these servers can handle large datasets and complex analyses that would be computationally intensive on local machines.