• TRENDS
  • EXTREMES
  • LOCATIONS
  • HUMAN

How to analyze historical weather patterns with your AI

Connect Meteostat to your AI client to pull precise weather records for any location on Earth. Once connected, your agent handles the data retrieval and the math.

Ask AI about this page

Short answer

How can I use my AI to look at past weather?

Give your AI a set of coordinates and a timeframe. It will fetch the specific temperature, precipitation, or wind data you need and then run the analysis for you. You'll get clear breakdowns of trends and anomalies.

The outcomes

What you get from the data

The AI turns raw weather logs into usable insights.

TRENDS

Spot seasonal shifts

The AI pulls monthly data to show how temperatures or rainfall have changed over years. You get a clear view of long-term patterns.

EXTREMES

Identify weather spikes

Use hourly or daily records to find specific heatwaves, storms, or cold snaps. Your agent identifies exactly when these events occurred.

LOCATIONS

Target specific spots

Since the data is tied to coordinates, you can analyze weather for a specific farm, building site, or city. The AI handles the mapping.

HUMAN

Verify the findings

The AI provides the numbers and the logic, but you decide if the patterns matter for your specific project or business needs.

The workflow

What your AI does when the request arrives.

Your agent acts as the bridge between your question and the Meteostat database.

  1. Locate the data

    Your agent uses the coordinates you provide to find the right weather station or point in the database.

    point_daily

  2. Fetch the records

    The AI pulls the specific metrics you asked for, whether you need a granular hourly view or a broad monthly summary.

    point_hourlypoint_monthly

  3. Process the numbers

    Instead of you staring at a spreadsheet, the AI calculates averages, totals, and deviations from the norm.

    point_daily

  4. Summarize findings

    The agent translates the raw data into a plain English report that highlights the most important weather events.

    point_monthly

Try it

Copy these to start.

Use these prompts to kick off your analysis.

Starting points

Swap out the bracketed info with your specific coordinates and dates.

Meteostat Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_JKO90Yyhey42dI7p2Gfm0lxPKzXASmcXKPATx7N7/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 — Meteostat capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "meteostat-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_JKO90Yyhey42dI7p2Gfm0lxPKzXASmcXKPATx7N7/mcp"
    }
  }
}
Copy into chat04

  • Get the daily weather for [lat, lon] for the month of July 2023.

  • Compare the average monthly temperature in [city/coords] between 2010 and 2020.

  • Find the highest hourly wind speed recorded at [lat, lon] last winter.

  • Analyze the precipitation trends for [coordinates] over the last five years.

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

Start here

Connect Meteostat once, then ask.

One click connects the MCP to your client. Your credentials stay encrypted and secure, and you can start asking questions immediately.

Connect Meteostat to your AI

FAQ

How this task behaves

  • 01

    Can the AI predict future weather?

    No. This tool only accesses historical records to show what has already happened.

  • 02

    Do I need to provide latitude and longitude?

    Yes. The AI needs specific coordinates to pull the correct data from the database.

  • 03

    Can the AI change the weather data?

    No. The AI can only read and interpret the data; it cannot modify the historical records.

  • 04

    Can I get data for any place on Earth?

    Yes, as long as there is weather station data available at those coordinates in the Meteostat database.

  • 05

    Will the AI create a CSV file for me?

    The AI can format the data into a table or a list that you can copy, but it does not directly write files to your hard drive.

  • More questions about Meteostat? The Connector page answers them. See everything the Meteostat Connector can do

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