NetCDF MCP Server

Example Use Cases

• 1

  Extract and understand metadata and structure from NetCDF scientific data files.

• 2

  Perform statistical analysis and data quality checks on NetCDF variables.

• 3

  Integrate NetCDF data context into automated scientific workflows or MCP configurations.

Description

This MCP server enables coding agents to understand and analyze scientific data stored in NetCDF files by exposing various tools to inspect file structure, variables, metadata, and data quality. It supports integration with Cursor/Claude and can be run standalone, facilitating enhanced data-driven decision making and automation in scientific computing workflows. The server offers detailed insights such as statistical summaries, spatial and temporal extents, and CF compliance checks.