• DATA
  • SCOPE
  • LISTS
  • HUMAN

How to filter climate data by location with your AI

Connect to the NCEI Climate Data Online MCP. From there, your agent handles the heavy lifting of navigating NOAA's massive archives.

Ask AI about this page

Short answer

How can I find climate data for a specific city or zip code?

Your AI uses the NCEI Climate Data Online MCP to identify valid locations and then pulls the relevant datasets from the NOAA archive. You get specific climate records without manual searching.

Where your results land.

The outcomes of your search.

The AI processes your location request and delivers these specific results.

DATA

Targeted datasets

The AI finds the exact NOAA datasets matching your zip code or city. You receive the specific climate records you requested.

SCOPE

Filtered regions

The AI narrows the search to specific geographic boundaries. This keeps your results focused on the area you actually care about.

LISTS

Available locations

The AI pulls lists of valid locations to ensure your search terms match the archive. This prevents errors from incorrect place names.

HUMAN

Final verification

You review the selected datasets to ensure they fit your research needs. The AI provides the data, but you make the final call on its relevance.

The workflow

What your AI does when the request arrives.

The AI moves from broad categories to specific datasets using the NOAA archive tools.

  1. Identify location types

    The AI checks which geographic identifiers, like zip codes or city names, are available in the archive.

    list_locationcategories

  2. Find specific areas

    The AI looks up the exact location entries to match your specific search term.

    list_locations

  3. Pull the data

    The AI searches the NCEI archives for the specific climate datasets tied to that location.

    search_datasets

  4. Refine the search

    The AI uses the location information to narrow down the search results for better accuracy.

    search_datasets

Try it

Copy these to start.

Use these prompts to trigger the NCEI Climate Data Online MCP.

Starting points

Swap out the bracketed text for your actual target area or dataset type.

NOAA NCEI Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_MEucgnUFNmRS1x1NTzvmjMerfCGpaj5d0pcryzs5/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 — NOAA NCEI capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "ncei-climate-data-online-noaa-archive-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_MEucgnUFNmRS1x1NTzvmjMerfCGpaj5d0pcryzs5/mcp"
    }
  }
}
Copy into chat04

  • Find all available climate datasets for the zip code 90210.

  • Search for weather datasets available in Chicago, Illinois.

  • What climate datasets are available for the state of California?

  • List the location categories available in the NCEI archive.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
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  • JetBrains
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Start here

Connect NCEI Climate Data Online once, then ask.

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

Connect NCEI Climate Data Online to your AI

FAQ

How this task behaves.

  • 01

    Can the AI download files directly to my hard drive?

    No. The AI accesses the data through the MCP to provide it to your chat interface.

  • 02

    Can I use the AI to edit NOAA's original records?

    No. This MCP is read-only. It can only search and retrieve data from the NCEI archive.

  • 03

    Does it work with any zip code?

    Yes, as long as that zip code exists within the NOAA NCEI database.

  • 04

    Can the AI create new climate datasets?

    No. The AI can only search existing datasets provided by the NOAA archive.

  • 05

    How does it handle typos in city names?

    The AI uses the location tools to find the closest matching valid location before searching for data.

  • More questions about NCEI Climate Data Online? The Connector page answers them. See everything the NCEI Climate Data Online Connector can do

Connect NOAA NCEI to Claude, Cursor, ChatGPT & more