• DATA
  • LOCATIONS
  • FORMAT
  • HUMAN

How to retrieve historical weather records with your AI

Connect your agent to the NCDC Climate Data Online MCP. Once it's live, you can pull specific climate metrics just by asking.

Ask AI about this page

Short answer

How can I get old weather data using my AI?

Your agent queries NCDC datasets to find temperature or precipitation values for specific locations and dates. You'll get the exact climate numbers you need for your analysis.

The results you get

What your agent delivers

The AI handles the heavy lifting of searching through NCDC records.

DATA

Climate metrics

The agent pulls specific temperature and precipitation values. You get the raw numbers for the period you requested.

LOCATIONS

Targeted areas

The AI identifies the correct stations for your query. This ensures the data matches the exact spot you're looking at.

FORMAT

Readable info

The agent turns NCDC data into a clear format. You can read the results or copy them into your own work.

HUMAN

Your interpretation

The AI provides the facts, but you decide what they mean. You're responsible for the final analysis and decisions.

The workflow

What your AI does when you ask for data.

The agent moves from finding the right location to pulling the specific climate values.

  1. Locate stations

    The agent checks the NCDC database to find valid geographic points for your request.

    list_locations

  2. Check variables

    It looks up which specific climate types, like rainfall or temperature, are available for that area.

    list_data_types

  3. Pull records

    The agent fetches the actual historical values for your chosen date range.

    get_climate_data

  4. Present data

    The AI organizes the retrieved numbers into a direct answer for you.

    get_climate_data

Try it

Copy these to start.

Use these prompts to begin your search.

Starting points

Replace the cities and dates with the ones you actually need.

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

  • Get the average temperature in Seattle for July 2022.

  • What was the total precipitation in Miami during October 2015?

  • List the types of climate data available in the NCDC datasets.

  • Find the historical weather records for Denver, CO from 2010 to 2015.

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

Start here

Connect NCDC Climate Data Online once, then ask.

Connect the MCP to your client with one click. Your login stays encrypted on our side.

Connect NCDC Climate Data Online to your AI

FAQ

How this task behaves

  • 01

    Can the AI change historical weather records?

    No. The AI can only read and retrieve data from the NCDC datasets.

  • 02

    Can I ask for weather data for a location that isn't in the database?

    No. The agent uses list_locations to find valid points, so it can only pull data for recognized locations.

  • 03

    Does the AI provide live weather forecasts?

    No. This connector is for historical climate data, not live forecasting.

  • 04

    Can the AI create a spreadsheet for me?

    The AI can format the data as a table or a list in your chat, but it cannot write files directly to your computer.

  • 05

    How does the AI know which data types are available?

    It uses the list_data_types tool to see what metrics it can pull.

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

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