• STATION IDS
  • METADATA
  • LOCATIONS
  • HUMAN

How to locate weather stations with your AI

Connect the NCDC Climate Data Online MCP to your agent. Once connected, you can find station IDs and metadata using simple location descriptions.

Ask AI about this page

Short answer

How can I find weather station IDs using my AI?

Tell your AI a city, zip code, or coordinate, and it will find the nearest stations. You'll get the specific station IDs and metadata needed for climate analysis. The breakdown below shows how the tools handle these requests.

The results you get

Where your data lands

Your AI turns location names into actionable station data.

STATION IDS

Get unique identifiers

The AI finds the exact station IDs for any area you specify. You can use these IDs for deeper climate data pulls.

METADATA

Access station details

Your agent pulls metadata like latitude, longitude, and elevation. This ensures you're looking at the right sensor for your project.

LOCATIONS

Map out regions

The AI identifies available monitoring sites within a specific radius or region. This helps you see the density of available data.

HUMAN

Verify station placement

You'll need to check the station metadata yourself to ensure the physical location matches your specific research needs.

The workflow

What your AI does when a location is provided.

The AI translates your natural language into specific database lookups.

  1. Identify locations

    The AI translates your text, like a city name, into valid geographic points.

    list_locations

  2. Find nearby stations

    It searches for all available monitoring sites in that area.

    list_stations

  3. Fetch station details

    The agent pulls the specific metadata for a single chosen station.

    get_station

  4. Format the results

    The AI organizes the IDs and metadata into a clean list for you.

    get_station

Try it

Copy these to start.

Use these prompts to begin your search.

Starting points

Swap the bracketed locations for the specific areas you are researching.

NCDC Climate Data Online Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_7Pqx4Kpvd7XQXGBunDLoVpIrL75V1xlQE27ErWzC/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 — NCDC Climate Data Online capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "ncdc-climate-data-online-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_7Pqx4Kpvd7XQXGBunDLoVpIrL75V1xlQE27ErWzC/mcp"
    }
  }
}
Copy into chat04

  • Find all weather station IDs near [Chicago, IL].

  • List the metadata for the station at [34.05, -118.24].

  • What weather stations are available in [90210]?

  • Get the details for station ID [USW00094728].

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

Start here

Connect NCDC Climate Data Online once, then ask.

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

Connect NCDC Climate Data Online to your AI

FAQ

How this task behaves

  • 01

    Can the AI download raw weather files?

    No. The AI can only retrieve station IDs and metadata through the provided tools.

  • 02

    Can I use this to change station settings?

    No. This MCP is read-only. It can only fetch existing data from the NCDC database.

  • 03

    Does it work for locations outside the US?

    Yes, the tools allow for global station searches using coordinates or names.

  • 04

    Can the AI suggest which station is 'best'?

    The AI can show you the metadata for different stations, but you must decide which one fits your research criteria.

  • 05

    Do I need to provide the station ID every time?

    No. You can start with a city or zip code, and the AI will find the IDs for you.

  • More questions about NCDC Climate Data Online? See everything the NCDC Climate Data Online Connector can do

Connect NCDC Climate Data Online to Claude, Cursor, ChatGPT & more