Connect Card Draw Probability Calculator MCP for AI Agents

Q: How does the calculator handle mulligans?

The evaluatemulligandecision tool 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.

Q: Can I track changes to my deck after scrying?

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

Mastering TCG and CCG Card Draw Odds Calculation

We take care of the infrastructure, maintenance, security, and governance. Works with:

Claude

ChatGPT

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Gemini

Windsurf

VS Code

Vercel

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AI Agent

What AI agents can do with 4 Card Draw Probability Tools for TCG Deck Analysis

These tools let you calculate complex draw probabilities, evaluate hand retention, and track deck changes in any competitive card game.

Track deck progression

Updates your available card pool state after effects like scrying or thinning have altered the deck composition.

Get distribution table

Generates a full, detailed table showing the probability for every possible number of target cards you might draw.

Calculate draw probability

Outputs the specific percentage chance of drawing at least one or more designated target cards in your next set of draws.

Evaluate mulligan decision

Compares your current hand's quality against expected post-mulligan quality to recommend if you should keep your starting hand.

Frequently Asked Questions

How does the calculator handle mulligans? +

The evaluate_mulligan_decision tool 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.

Can I track changes to my deck after scrying? +

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

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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