• PROBABILITY
  • SENSITIVITY
  • RISK
  • HUMAN

How to stress test retirement withdrawal rates with your AI

Connect your financial data to your AI client to run complex simulations. It handles the math so you can focus on your spending plan.

Ask AI about this page

Short answer

Can my AI calculate my portfolio's survival probability?

Yes. Your AI uses Monte Carlo simulations to test how different annual spending percentages affect your portfolio's longevity. You'll get a clear percentage chance that your money lasts through your planned retirement years.

The results you get

What your simulations reveal

Running these tests gives you four specific ways to look at your financial security.

PROBABILITY

Success rates

The AI calculates the statistical likelihood of your portfolio surviving various market conditions. You get a percentage for every spending scenario you test.

SENSITIVITY

Spending impact

See exactly how much a 1% increase in annual withdrawals changes your success rate. This shows you your margin for error.

RISK

Failure scenarios

Identify the specific market conditions or spending levels that cause your portfolio to run out of money. This highlights your biggest vulnerabilities.

HUMAN

Strategic decisions

The AI provides the data, but you decide if you need to cut spending or change your asset allocation. You make the final calls on your lifestyle.

The workflow

What your AI does when the data arrives.

The AI takes your raw portfolio numbers and runs them through thousands of market iterations.

  1. Data ingestion

    Your AI reads your current portfolio balances, asset allocations, and expected returns from your connected files.

    simulate_withdrawal_probabilities

  2. Scenario modeling

    The agent applies different annual withdrawal percentages to your total balance to see how they interact with market volatility.

    simulate_withdrawal_probabilities

  3. Monte Carlo execution

    The AI runs thousands of random market paths to determine how often your portfolio survives each spending level.

    simulate_withdrawal_probabilities

  4. Probability reporting

    Your agent summarizes the results into clear success probabilities for each tested withdrawal rate.

    simulate_withdrawal_probabilities

Try it

Copy these to start.

Use these prompts to kick off your first simulation.

Starting points

Replace the bracketed info with your actual numbers or file names.

Retirement Withdrawal Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_emUBEExxPntrXD1E32yBtDy8TE18Jx1y1DxUMv8L/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 — Retirement Withdrawal Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "retirement-withdrawal-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_emUBEExxPntrXD1E32yBtDy8TE18Jx1y1DxUMv8L/mcp"
    }
  }
}
Copy into chat04

  • Run a Monte Carlo simulation on my portfolio in 'Retirement_Data.csv' using a 4% withdrawal rate.

  • What is the probability my portfolio survives if I increase my annual spending to $85,000?

  • Compare a 3.5% withdrawal rate against a 5% withdrawal rate using my current asset allocation.

  • Based on my spreadsheet, what is the maximum annual amount I can withdraw with a 90% success rate?

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

Start here

Connect Retirement Withdrawal Calculator once, then ask.

Just link the MCP to your preferred AI client. Your credentials stay encrypted, and you can start running simulations immediately.

Connect Retirement Withdrawal Calculator to your AI

FAQ

Common questions

  • 01

    Can the AI execute trades in my brokerage account?

    No. The AI only reads your data to run simulations. It cannot move money or place trades.

  • 02

    Does the AI provide professional financial advice?

    No. The AI provides statistical probabilities based on your data. You must consult a human professional for actual financial planning.

  • 03

    What kind of files can I use for the simulation?

    The AI can process standard financial data formats like CSV or Excel files that contain your portfolio details.

  • 04

    Can the AI change my actual spending habits?

    No. The AI only simulates hypothetical spending scenarios. It has no control over your real-world bank accounts or budget.

  • 05

    How accurate are these Monte Carlo simulations?

    The simulations are statistically sound based on the market data provided, but they are models of probability, not guarantees of future performance.

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

Connect Retirement Withdrawal Calculator to Claude, Cursor, ChatGPT & more