• DATA
  • STATS
  • MODELS
  • HUMAN

How to run probability simulations with your AI

Connect the Deck of Cards MCP to your AI client. It handles the deck mechanics so your agent can focus on the math.

Ask AI about this page

Short answer

How can I run probability simulations with my AI?

Your agent uses specific tools to build custom decks, shuffle them, and draw cards. This provides the raw data needed for statistical testing and Monte Carlo experiments.

Simulation outcomes

Where your data lands.

The AI processes card draws into these specific results.

DATA

Raw draw sets

The AI pulls specific card sequences. You get the exact values needed for your calculations.

STATS

Statistical distributions

Your agent calculates means and frequencies from the draws. This turns card pulls into mathematical trends.

MODELS

Monte Carlo runs

The AI repeats drawing processes to simulate randomness. This builds the data for risk modeling.

HUMAN

Logic review

You check the simulated results against your expected models. The AI provides the numbers, but you make the final call.

The workflow

What your AI does when the simulation arrives.

The AI manages the deck state so you don't have to track individual cards.

  1. Build the set

    The AI creates a specific subset of cards, like only spades or only face cards, to match your test parameters.

    create_partial_deck

  2. Randomize

    To ensure the simulation is unbiased, the AI reorders the cards before any draws happen.

    shuffle_new_deck

  3. Pull cards

    The AI draws the requested number of cards to generate your primary dataset.

    draw_cards

  4. Sample piles

    The AI can pick cards randomly from a specific pile of cards to simulate different pool sizes.

    draw_from_pile_random

Try it

Copy these to start.

Use these prompts to kick off your first experiment.

Starting points

Change the card types or the number of draws to fit your specific math problem.

Deck of Cards API Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_ppGGatZULo8V8oGVrPXqMiye2E9qZMCChBXawpaI/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 — Deck of Cards API capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "deck-of-cards-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_ppGGatZULo8V8oGVrPXqMiye2E9qZMCChBXawpaI/mcp"
    }
  }
}
Copy into chat04

  • Create a partial deck of only red cards and draw 5 to see the distribution.

  • Shuffle a new deck and perform 100 Monte Carlo draws to test the probability of drawing an Ace.

  • Draw 10 cards from a pile of Jokers and face cards to test a custom game theory model.

  • Create a deck with 52 cards, shuffle it, and draw 5 cards to simulate a poker hand.

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

Start here

Connect Deck of Cards once, then ask.

One link connects the MCP to your client. Your login stays encrypted on our side, and the full walkthrough lives on the Connector page.

Connect Deck of Cards to your AI

FAQ

How the simulation behaves

  • 01

    Can the AI create a deck with custom card values?

    Yes, you can use the tool to create a partial deck with specific cards for your test.

  • 02

    Does the AI remember which cards were already drawn?

    Yes, the AI tracks the deck state through the tools to ensure draws are accurate.

  • 03

    Can the AI physically move real cards?

    No, this MCP only simulates card draws and deck states within your AI client.

  • 04

    Can the AI change the rules of the game being simulated?

    The AI can simulate different rules by drawing different card sets, but it cannot change the underlying tool logic.

  • 05

    Can I use this to play a game against the AI?

    Yes, you can use the drawing tools to facilitate a card game where the AI manages the deck.

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

Connect Deck of Cards API to Claude, Cursor, ChatGPT & more