NetCDF

소개

NetCDF is an MCP server designed to empower AI coding agents by providing profound contextual understanding of complex NetCDF climate and scientific data files. It enables agents to intelligently navigate and interact with large datasets, extracting critical structures, metadata, and statistical insights. This facilitates more accurate data analysis, validation, and efficient code generation for scientific applications, making AI agents more effective in research and development involving environmental and scientific data.

주요 기능

• List all data variables with their shapes and units
• Generate statistical summaries (min, max, mean, percentiles) for variables
• Verify CF (Climate and Forecast) conventions compliance
• Extract detailed file structure including dimensions, coordinates, variables, and attributes
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• Retrieve global file-level metadata and attributes

사용 사례

• Enhancing AI agent capabilities for rapid NetCDF data analysis and script generation
• Providing AI agents with contextual understanding to explain complex climate variables
• Automating data validation and quality checks on scientific datasets using AI