Netcdf

БесплатноНе проверен

MCP server that gives AI coding agents context about NetCDF climate and scientific data files

Описание

MCP server that gives AI coding agents context about NetCDF climate and scientific data files

README

An MCP server that reads and understands NetCDF files, designed to give coding agents context about scientific data files.

Installation

uv pip install -e .

Usage

With Cursor/Claude

Add to your MCP configuration file (~/.cursor/mcp.json):

{
  "mcpServers": {
    "netcdf-mcp": {
      "command": "/path/to/uv",
      "args": ["run", "--directory", "/path/to/netcdf-mcp", "netcdf-mcp"]
    }
  }
}

Replace /path/to/uv with your uv binary location (e.g., /opt/homebrew/bin/uv) and /path/to/netcdf-mcp with where you cloned this repository.

Standalone

netcdf-mcp

Tools

Tool	Description
`get_file_structure`	Get dimensions, coordinates, variables, and attributes
`list_variables`	List all data variables with shapes and units
`get_global_attributes`	Get file-level metadata
`get_variable_info`	Detailed info about a specific variable
`get_variable_stats`	Statistical summary (min, max, mean, percentiles)
`get_variable_sample`	Extract sample values for inspection
`get_dimension_values`	Get coordinate values (time, lat, lon)
`check_data_quality`	Check for NaN, outliers, and suspicious patterns
`compare_variables`	Compare two variables for compatibility and correlation
`get_time_range`	Get temporal extent in human-readable format
`get_spatial_bounds`	Get geographic extent (lat/lon bounds)
`check_cf_compliance`	Verify CF conventions compliance
`explain_variable`	Human-readable explanation of a variable

from github.com/dogukanteber/netcdf-mcp

Установить Netcdf в Claude Desktop, Claude Code, Cursor

Рекомендуется · одна команда, все IDE

unyly install netcdf

Ставит в Claude Desktop, Claude Code, Cursor и VS Code — сам разбирается с npx, uvx и сборкой из исходников.

Впервые? Поставь CLI: curl -fsSL https://unyly.org/install | sh

Или настроить вручную

Выполни в терминале:

claude mcp add netcdf -- uvx --from git+https://github.com/dogukanteber/netcdf-mcp netcdf-mcp

Пошаговые гайды: как установить Netcdf

Установить Netcdf в Claude Desktop Установить Netcdf в Claude Code Установить Netcdf в Cursor Установить Netcdf в VS Code

FAQ

Netcdf MCP бесплатный?

Да, Netcdf MCP бесплатный — установка в пару кликов через Unyly без оплаты.

Нужен ли API-ключ для Netcdf?

Нет, Netcdf работает без API-ключей и переменных окружения.

Netcdf — hosted или self-hosted?

Self-hosted: сервер запускается локально на твоей машине командой из раздела установки.

Как установить Netcdf в Claude Desktop, Claude Code или Cursor?

Открой Netcdf на unyly.org, выбери вкладку своего клиента (Claude Desktop, Claude Code, Cursor) и нажми Install — конфиг сгенерируется автоматически, без правки JSON.

Похожие MCP

Fetch

Web content fetching and conversion for efficient LLM usage.

автор: Community

Roblox Studio

Enables AI coding tools to control Roblox Studio for workspace exploration, instance manipulation, and script management. It provides tools for playtesting, sce

автор: paralov

Opencode Omniroute Plugin

OpenCode plugin for the OmniRoute AI Gateway. Drives dynamic model discovery, /connect auth flow, and multi-instance OmniRoute providers via the official @openc

автор: GitHub Actions

AWS KB Retrieval

Retrieval from AWS Knowledge Base using Bedrock Agent Runtime.

автор: modelcontextprotocol

Spring AI MCP Server

Provides auto-configuration for setting up an MCP server in Spring Boot applications.

автор: Community

llm-analysis-assistant

A very streamlined mcp client that supports calling and monitoring stdio/sse/streamableHttp, and can also view request responses through the /logs page. It also