• MAXIMUMS
  • EXTREMES
  • ANALYSIS
  • HUMAN

How to model best case withdrawal scenarios with your AI

Connect your retirement data to your AI client to test different spending paths. Your agent handles the math to find the upper limits of your portfolio.

Ask AI about this page

Short answer

How can I find my maximum safe withdrawal amounts?

Your AI identifies the highest cumulative amounts you can withdraw without running out of money. It finds these limits by analyzing successful simulation outcomes. You'll see the specific bounds for your spending below.

Where every outcome lands.

The results of your simulation

Once the AI runs the math, it organizes the data into these specific categories.

MAXIMUMS

Upper withdrawal limits

The AI identifies the highest possible cumulative amounts you can take out based on successful simulation runs.

EXTREMES

Boundary scenarios

The agent pulls the specific edge cases from your data to show you the absolute best and worst outcomes.

ANALYSIS

Success probabilities

You get a clear view of which withdrawal amounts actually worked during the simulation process.

HUMAN

Manual adjustments

The AI provides the raw data so you can decide if these scenarios fit your actual lifestyle needs.

The workflow

What your AI does when the data arrives.

The AI processes your retirement data and runs the math through these specific steps.

  1. Analyze data

    Your agent reads your retirement and withdrawal spreadsheets to understand your current assets.

    get_scenario_extremes

  2. Run simulations

    The AI tests different withdrawal paths to see which ones don't exhaust your funds.

    get_scenario_extremes

  3. Identify limits

    The agent isolates the highest successful cumulative withdrawal amounts from the results.

    get_scenario_extremes

  4. Report extremes

    The AI presents the specific best-case scenarios and the conditions that made them possible.

    get_scenario_extremes

Try it

Copy these to start.

Use these prompts to begin your analysis.

Starting points

These are opening lines. Swap the bracketed text for your actual file names or specific goals.

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

  • Look at my retirement_plan.csv and find the maximum cumulative withdrawal amount that succeeded in simulations.

  • Based on the withdrawal_data sheet, what are the best case scenarios for my annual spending?

  • Run a check on my portfolio_projections.xlsx and tell me the highest amount I can withdraw each year.

  • Using the simulation results in my current folder, identify the extreme successful withdrawal cases.

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

Start here

Connect Retirement Withdrawal Calculator once, then ask.

Just link your account once. Your credentials stay encrypted, and you can immediately start asking your AI about your retirement data.

Connect Retirement Withdrawal Calculator to your AI

FAQ

How this task behaves

  • 01

    Can the AI change my actual bank or brokerage settings?

    No. The AI only reads your data to perform simulations; it cannot move money or change account settings.

  • 02

    Does the AI create new retirement accounts for me?

    No. This tool is for modeling and analysis only. It does not have the ability to open or manage financial accounts.

  • 03

    What kind of files does the AI need to see?

    The AI works best with spreadsheets like CSV or XLSX files containing your retirement and withdrawal data.

  • 04

    How does it know which scenarios are 'best case'?

    It uses the get_scenario_extremes tool to find the highest successful withdrawal amounts from the simulation results.

  • 05

    Will my financial data be shared with anyone else?

    No. Your data is used only by your AI client to perform the requested tasks through the secure connection.

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

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