Ringtail introduces a user-friendly tool for facilitating the management of large docking virtual screening results. By storing results using the portable SQLite database format, it provides all the advantages of relational databases without the overhead of managing dedicated servers. By using a unified storage, filtering large datasets is significantly faster than file parsing methods, providing features such as percentile filtering that wouldn't be available otherwise. Ringtail streamlines dramatically existing AutoDock-based virtual screening workflows and serves as a platform for improving pipelines based on other docking engines.