JsGridSearch is a Node.js library for performing exhaustive grid-search hyperparameter tuning on machine learning algorithms. It tests all specified parameter combinations, collects results, and generates a clear heat-map table to help users visualize and compare performance metrics. This tool is designed for machine learning developers and researchers working in Node.js who need to systematically optimize algorithm parameters.