CLIO Kit is a collection of Model Context Protocol (MCP) servers designed to facilitate AI agents' interaction with HPC resources and scientific data formats. It provides tools for scientific computing and research datasets.
From the registry: MCP server for advanced data visualization and plotting operations

This server lives in a monorepo. The README covers the whole collection, so we can't extract a single canonical install. CLIO Kit monorepo with 16 MCP servers for scientific computing (HDF5, Slurm, ArXiv, Pandas, Plot, Parquet, Paraview, etc.). The plot-mcp slug refers to the plot server within clio-kit. Each server is run via 'uvx clio-kit mcp-server <name>'.