• DATA
  • ANALYSIS
  • TRENDS
  • HUMAN

How to compare global energy generation with your AI

Connect Ember Climate to your AI client to pull electricity data. Once connected, you can compare fuel mixes and track energy shifts across different countries.

Ask AI about this page

Short answer

How can I compare energy generation across countries using AI?

You can ask your AI to pull electricity generation data for any list of countries you choose. It will then calculate the fuel mixes and identify trends in energy transitions. You'll get a clear breakdown of how different regions produce power.

The outcomes

What you get from the data

The AI handles the heavy lifting of data retrieval and math.

DATA

Multi-country datasets

The AI pulls generation numbers for every country you name. You get a clean set of data to work with.

ANALYSIS

Fuel mix comparisons

Your AI compares how much coal, gas, or renewables each country uses. It makes it easy to see the difference in energy profiles.

TRENDS

Transition tracking

The AI identifies shifts in energy production over time. You can see which countries are moving away from fossil fuels.

HUMAN

Strategic insights

The AI provides the numbers and the math. You interpret what these energy shifts mean for your specific research or policy work.

The workflow

What your AI does when the data arrives.

The AI acts as the bridge between your questions and the Ember Climate datasets.

  1. Fetch data

    The AI identifies the countries you want to study and pulls the relevant electricity generation stats.

    get_generation_multi_entity

  2. Calculate mixes

    Once the data is in the chat, the AI calculates the specific breakdown of energy sources for each country.

    get_generation_multi_entity

  3. Compare regions

    The AI looks at the data from different entities to find differences in how they produce power.

    get_generation_multi_entity

  4. Summarize shifts

    The AI interprets the raw numbers to describe how energy production is changing over the requested period.

    get_generation_multi_entity

Try it

Copy these to start.

Use these prompts to begin your analysis.

Starting points

These are opening lines. Swap out the country names and energy types to fit your specific research.

Ember Climate Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_te6N3MGDJcrOQhwwFQtl5axa2SdHuL8y3qa7HxRr/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 — Ember Climate capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "ember-climate-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_te6N3MGDJcrOQhwwFQtl5axa2SdHuL8y3qa7HxRr/mcp"
    }
  }
}
Copy into chat04

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  • Compare the total electricity generation for China and the United States.

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Start here

Connect Ember Climate once, then ask.

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

Connect Ember Climate to your AI

FAQ

How this task behaves

  • 01

    Can the AI change the actual data in Ember Climate?

    No. The AI can only read the data to answer your questions. It cannot modify or delete any records in the Ember Climate database.

  • 02

    Can I ask for data for a country that isn't in the dataset?

    If the data isn't available through the connector, the AI will tell you it cannot find it. It won't make up numbers.

  • 03

    Does the AI perform the math itself?

    Yes. Once the AI pulls the data using the connector, it uses its own reasoning to perform calculations like percentage changes or totals.

  • 04

    Can the AI create charts or graphs?

    The AI can generate the data tables and text descriptions you need for a chart, but the actual visual rendering depends on whether your AI client supports chart generation.

  • 05

    Can I use this to get real-time grid data?

    The AI pulls from the Ember Climate datasets provided by the connector. It is limited to the specific data points and timeframes available in those datasets.

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

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