CLIO Kit is a collection of Model Context Protocol (MCP) servers designed to facilitate AI agents' interaction with HPC resources and scientific data formats for research purposes.
From the registry: HDF5 FastMCP - Scientific Data Access for AI Agents | CLIO Kit MCP Server

This server lives in a monorepo. The README covers the whole collection, so we can't extract a single canonical install. clio-kit is a monorepo of 16 MCP servers for scientific computing. Individual servers are launched via 'uvx clio-kit mcp-server <name>' (e.g. hdf5).