Use Card Draw Probability with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Calculate the mathematical likelihood of drawing specific cards in TCGs like Magic: The Gathering or Yu-Gi-Oh.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
Waiting for input…
Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.
Complete set · 4 capabilities
The complete Card Draw Probability capability set.
These are the exact actions your AI can choose when you ask it to work with Card Draw Probability.
01-04
4 capabilities in this set.
Part of 4 available through Card Draw Probability.
- 01
Track deck progression
Track changes to the deck after thinning or scrying
- 02
Get distribution table
Generate a full probability distribution table
- 03
Calculate draw probability
Calculate the probability of drawing target cards
- 04
Evaluate mulligan decision
Evaluate whether to keep a hand or take a mulligan
Observed, not estimated
654ms average. Fast in production.
Card Draw Probability is checked daily against the live service.
- Fastest day
- 474ms
- Slowest day
- 954ms
- 14-day trend
- Slowing+27%
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.
https://edge.vinkius.com/vk_preview_7a5epFkLxzxKMoByBBzmvGpY8pdJ2BmVrsQQWOP1/mcpClaude Desktop
Follow the steps below to connect in seconds.
- 1In Claude Desktop, open Settings → Connectors.
- 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
- 3Click Add and start a new chat — Card Draw Probability capabilities are ready to use.
{
"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
FAQ
Questions Card Draw Probability owners ask.
- 01
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.
- 02
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.
- 03
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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