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Connect Card Draw Probability Calculator to your AI

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Get precise mathematical odds for your next TCG draw.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

A futuristic MCP client docking bay
V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 4 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Card Draw Probability.

  1. 01

    Track deck progression

    Updates your deck state to account for thinning or scrying effects. This ensures your math stays accurate as the deck size changes.

  2. 02

    Get distribution table

    Generates a complete probability distribution table. It shows the likelihood of every possible outcome for a specific draw.

  3. 03

    Calculate draw probability

    Calculates the specific chance of drawing target cards. Use this to find the odds of hitting your combo pieces in a set number of draws.

  4. 04

    Evaluate mulligan decision

    Analyzes your current hand against your deck's target density. It tells you if the expected quality of a new hand justifies a mulligan.

Real work

What teams actually run

01

Mulligan Optimization

Decide whether to keep a mediocre hand or take a mulligan based on target card density.

02

Consistency Testing

Check if adding a fourth copy of a card significantly improves your opening hand odds.

03

Mid-Game Tracking

Update your remaining deck count after using scry effects to keep your math current.

04

Combo Reliability

Calculate the exact probability of drawing your combo pieces by a specific turn.

One connector, every AI

Card Draw Probability works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

Building your own app? The connector is yours to use.

You don't need a client to put Card Draw Probability to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

698ms average. Fast in production.

Card Draw Probability is checked daily against the live service.

Daily averagePeak 898ms
Oct 3Today
Fastest day
545ms
Slowest day
898ms
14-day trend
Slowing+12%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 4 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Card Draw Probability, so you can see the experience inside your AI.

It does not authenticate your account with Card Draw Probability. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Card Draw Probability Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_7a5epFkLxzxKMoByBBzmvGpY8pdJ2BmVrsQQWOP1/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 — Card Draw Probability capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "card-draw-probability-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_7a5epFkLxzxKMoByBBzmvGpY8pdJ2BmVrsQQWOP1/mcp"
    }
  }
}
  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Step-by-step instructions for each client are in the guide. How to connect

Guided setup for Claude? Set up Card Draw Probability in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Card Draw Probability owners hand off.

Competitive TCG players and deck builders who need mathematical certainty over intuition.

  • 01

    Pro Players

    They hand off hand evaluation and mulligan decisions to their AI agent during deck testing.

  • 02

    Deck Builders

    They use the AI to verify if a specific card count meets their consistency requirements.

  • 03

    Data Analysts

    They use the distribution capabilities to model deck performance across thousands of simulated draws.

FAQ

Questions Card Draw Probability owners ask.

  • 01

    What math does this MCP use?

    It uses hypergeometric distribution to calculate the probability of successes in a sequence of draws without replacement.

  • 02

    Can I use this for Yu-Gi-Oh or Magic: The Gathering?

    Yes, the capabilities are designed for any TCG or CCG where you need to calculate draw probabilities.

  • 03

    How do I handle scrying in the calculations?

    You use the track_deck_progression capability to update the deck state after scrying or thinning occurs.

  • 04

    Does this work with Claude?

    Yes, you can connect this MCP to any MCP-compatible client including Claude, Cursor, and Windsurf.

  • 05

    How does the mulligan capability work?

    The evaluate_mulligan_decision capability compares your current hand quality against the expected quality of a new hand to suggest the best move.

  • 06

    How does the calculator handle mulligans?

    The evaluate_mulligan_decision capability compares your current hand's quality score against the statistical expectation of a new hand, accounting for the reduction in hand size caused by the mulliganPenalty.

  • 07

    Can I track changes to my deck after scrying?

    Yes, use the track_deck_progression capability to update your currentDeckSize and currentTargetCount after seeing cards via scry or removing cards through deck thinning.

  • 08

    What mathematical model is used for these calculations?

    The server uses the hypergeometric distribution, which is the standard model for sampling without replacement from a finite population, making it perfect for card games.

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