• LIVE
  • HISTORY
  • LOCATE
  • HUMAN

How to retrieve weather station observations with your AI

Connect the NWS MCP to your AI client to pull live atmospheric readings and historical station logs.

Ask AI about this page

Short answer

How can I get NWS weather data into my AI?

Your AI uses the NWS MCP to find specific stations and pull their latest or historical observations. You'll get direct access to temperature, wind, and pressure readings through simple chat commands. This allows you to run local weather analysis without manual data entry.

Data outcomes

Where the data lands.

What your AI delivers after connecting to NWS.

LIVE

Real-time readings

The AI pulls the most recent atmospheric data from a specific station. You get immediate updates on current conditions.

HISTORY

Historical logs

Your agent fetches past observations for specific timeframes. This helps you track weather trends over days or weeks.

LOCATE

Station discovery

The AI identifies available NWS stations in your area. It maps out which sensors are active and reporting data.

HUMAN

Manual verification

You review the raw data or summarized reports. The AI provides the numbers, but you decide how to interpret them for your project.

The workflow

What your AI does when the request arrives.

The AI translates your natural language into specific NWS data requests.

  1. Find stations

    Your agent searches the NWS network to find stations matching your location or ID.

    get_stations

  2. Check current status

    The AI grabs the most recent single observation from a selected station.

    get_latest_station_observation

  3. Pull historical sets

    Your agent retrieves a series of past observations for a specific station.

    get_station_observations

  4. Format data

    The AI organizes the raw NWS readings into a readable format or a structured list for your use.

    get_station_observations

Try it

Copy these to start.

Use these prompts to trigger the NWS tools.

Starting points

Swap out the station IDs or locations with your specific targets.

NWS (National Weather Service) Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_ne6tHz4lmGpXaoc5GixPi8m4DNlh98lOLedZ7150/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — NWS (National Weather Service) capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "nws-national-weather-service-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_ne6tHz4lmGpXaoc5GixPi8m4DNlh98lOLedZ7150/mcp"
    }
  }
}
Copy into chat04

  • Find all NWS weather stations in Seattle.

  • What is the latest observation from station KSEA?

  • Get the last 24 hours of observations for station KSEA.

  • List the available stations near my current location.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect NWS once, then ask.

One click connects the NWS MCP to your client. Your credentials stay encrypted, and you can start querying data immediately.

Connect NWS to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change weather station settings?

    No. The AI can only read data from the NWS stations; it cannot modify station configurations or hardware.

  • 02

    Can I use this to predict the weather?

    No. The tools only retrieve existing observations and historical records. The AI can analyze the data you've pulled, but it doesn't have a built-in forecasting engine.

  • 03

    How often is the data updated?

    The AI pulls whatever the NWS has most recently published. The frequency depends on the specific station's reporting interval.

  • 04

    Can the AI delete historical records?

    No. The AI has read-only access to the NWS data via these tools.

  • 05

    Do I need to provide station IDs?

    You can, but you don't have to. You can ask the AI to find stations by location first.

  • More questions about NWS? See everything the NWS Connector can do

Connect NWS (National Weather Service) to Claude, Cursor, ChatGPT & more