This powerful server provides comprehensive visualization tools built on Matplotlib, designed for creating interactive data visualizations. It supports a diverse array of chart types including relationship graphs, various scatter plots, detailed 3D visualizations (scatter, surface, wireframe), histograms, line plots, and heatmaps. Integrated with the Model Context Protocol (MCP), it enables clients to generate plots, view them in live interactive windows, and automatically save high-resolution images to a temporary directory. The server is highly customizable, allowing extensive styling options for colors, labels, and layouts, making it ideal for diverse data analysis and presentation needs.