• DATA
  • STATS
  • LOGIC
  • HUMAN

How to backtest commodity price trends with your AI

Connect S&P Global Commodity Insights to your AI client to pull historical data and run volatility checks on specific assets.

Ask AI about this page

Short answer

How can I use my AI to backtest commodity trends?

Your AI uses specific tools to pull historical price data for metals, crude oil, or other commodities. Once the data is in your chat, your agent calculates volatility and compares price movements against your specific strategy parameters.

Where your results land.

The outcomes of your analysis

The AI handles the data heavy lifting so you can focus on the strategy.

DATA

Clean price history

The AI pulls raw historical numbers for the specific commodity you name. You get a structured dataset ready for math.

STATS

Volatility metrics

Your agent processes the price series to find standard deviations or price swings. This shows you how much risk a trend carries.

LOGIC

Strategy validation

The AI compares historical price hits against your entry and exit rules. It tells you how that specific logic would have performed.

HUMAN

Final decision

The AI presents the results, but you decide if the backtest justifies a live trade. You interpret the risk and the final signal.

The workflow

What your AI does when the data arrives.

The AI moves from raw data retrieval to statistical analysis in a few steps.

  1. Fetch historical data

    The AI identifies which commodity you need and pulls the relevant price history.

    get_historical_commodity_prices

  2. Analyze metal markets

    If you are testing precious or industrial metals, the AI pulls those specific price series.

    get_metals_prices

  3. Analyze energy markets

    For oil-based strategies, the AI pulls the necessary crude oil price history.

    get_crude_oil_prices

  4. Run the backtest

    The AI uses the gathered data to simulate your strategy and report on volatility and returns.

    get_historical_commodity_prices

Try it

Copy these to start.

Use these prompts to kick off your analysis.

Starting points

Swap out the commodity names and timeframes to match your specific strategy.

S&P Global Commodity Insights Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_wOMJN1fYTp8xL3nD9vdcVytdzfsd6NfxFwuVXDzs/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 — S&P Global Commodity Insights capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "sp-global-commodity-insights-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_wOMJN1fYTp8xL3nD9vdcVytdzfsd6NfxFwuVXDzs/mcp"
    }
  }
}
Copy into chat04

  • Get the historical prices for Copper over the last 12 months and calculate the monthly volatility.

  • Pull crude oil prices for the past year and tell me how many times the price dropped by more than 5% in a single week.

  • Using historical gold prices, test a strategy where I buy whenever the price drops 2% below the 50-day moving average.

  • Compare the volatility of Silver against Brent Crude oil using the last six months of data.

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

Start here

Connect S&P Global Commodity Insights once, then ask.

You connect the MCP to your client in one click. Your credentials stay encrypted, and you can start querying data immediately.

Connect S&P Global Commodity Insights to your AI

FAQ

How this task behaves

  • 01

    Can the AI execute trades for me?

    No. The AI only pulls data and performs analysis. You must execute all trades manually in your own trading platform.

  • 02

    Can the AI change my historical data records?

    No. The tools are read-only. The AI can only retrieve data from S&P Global Commodity Insights; it cannot modify it.

  • 03

    Does the AI provide real-time price feeds?

    The tools provided are for historical price data and specific commodity price series used for backtesting.

  • 04

    Can I use this to analyze stocks?

    No. This specific connector is limited to the commodity data provided in the tool manifest, such as metals and crude oil.

  • 05

    How does the AI handle different timeframes?

    You specify the timeframe in your prompt, and the AI uses the historical price tools to fetch the data for that period.

  • More questions about S&P Global Commodity Insights? The Connector page answers them. See everything the S&P Global Commodity Insights Connector can do

Connect S&P Global Commodity Insights to Claude, Cursor, ChatGPT & more