• STATION ID
  • METADATA
  • GEOGRAPHY
  • HUMAN

How to locate weather stations with your AI

Connect the NCDC Climate Data Online MCP to your AI client. Once active, you can query geographic locations and station metadata using natural language.

Ask AI about this page

Short answer

How can I find weather station IDs using my AI?

Ask your AI to search for stations by city, state, or country. It will filter the NCDC database to find the exact station IDs and metadata you need. You'll get a list of matching locations and station details.

Where every search lands.

Data outcomes

Your AI turns geographic queries into structured station information.

STATION ID

Unique identifiers

The AI pulls the specific IDs required for deeper climate data queries. You get the exact codes needed for technical analysis.

METADATA

Station details

Get the technical specs and descriptive attributes for any station. This includes location details and station types.

GEOGRAPHY

Filtered lists

The AI narrows down thousands of records to specific cities or regions. You get a clean list of relevant stations based on your location filters.

HUMAN

Manual verification

You decide which station is the correct one for your specific research project. The AI provides the options, but you make the final selection.

The workflow

What your AI does when you ask for weather data.

The AI navigates the NCDC hierarchy to move from broad regions to specific station records.

  1. Identify regions

    The AI first looks for valid geographic areas like cities or states to narrow the search scope.

    list_locations

  2. Filter categories

    It can check the different types of location groupings available in the database.

    list_location_categories

  3. Find stations

    Once a location is set, the AI scans for all available weather stations in that specific area.

    list_stations

  4. Retrieve details

    The AI pulls the full metadata profile for a single station once you pick one from the list.

    get_station

Try it

Copy these to start.

Use these prompts to begin your search.

Starting points

Swap out the cities and states 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_J3pZuADNvRJCGUGTkDdcnhM8TyHviUOMfQzRMd7M/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-1-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_J3pZuADNvRJCGUGTkDdcnhM8TyHviUOMfQzRMd7M/mcp"
    }
  }
}
Copy into chat04

  • Find all weather station IDs in Seattle, Washington.

  • List the different types of location categories available in the NCDC database.

  • Get the metadata for the weather station in Miami, Florida.

  • Show me all weather stations located in Cook County, Illinois.

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

Start here

Connect NCDC Climate Data Online once, then ask.

Click the link to connect the MCP to your client. Your credentials stay encrypted, and you can start querying immediately.

Connect NCDC Climate Data Online to your AI

FAQ

Common questions

  • 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 search for stations by latitude and longitude?

    No. You must search using geographic filters like city, state, or country.

  • 03

    Does the AI update the NCDC database?

    No. The AI only reads data from the NCDC; it cannot add or change any station records.

  • 04

    Can the AI provide real-time temperature readings?

    No. This MCP is designed to locate stations and retrieve their metadata, not live weather observations.

  • 05

    How do I get a specific station's ID?

    Ask your AI to list stations in a specific city or state, and it will provide the IDs in the results.

  • 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