Use Loot Drop Probability Engine with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Analyze loot table probabilities, pity mechanics, and economic value distributions.
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 · 3 capabilities
The complete Loot Drop Probability Engine capability set.
These are the exact actions your AI can choose when you ask it to work with Loot Drop Probability Engine.
01-03
3 capabilities in this set.
Part of 3 available through Loot Drop Probability Engine.
- 01
Analyze loot probabilities
Calculates the core statistical likelihoods for a specific target item within a loot table, accounting for both standard rates and pity mechanics
- 02
Calculate economic metrics
Evaluates the financial/value impact of a single loot roll
- 03
Summarize rarity distribution
Provides a high-level view of how items are distributed across different rarity tiers
Observed, not estimated
796ms average. Fast in production.
Loot Drop Probability Engine is checked daily against the live service.
- Fastest day
- 661ms
- Slowest day
- 993ms
- 14-day trend
- Improving-16%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 3 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 Loot Drop Probability Engine, so you can see the experience inside your AI.
It does not authenticate your account with Loot Drop Probability Engine. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Loot Drop Probability Engine Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_EcfTJ4r5E0i0Alo752uwjyJhAfD57pXRAkrDEhws/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 — Loot Drop Probability Engine capabilities are ready to use.
{
"mcpServers": {
"loot-drop-probability-engine-mcp": {
"url": "https://edge.vinkius.com/vk_preview_EcfTJ4r5E0i0Alo752uwjyJhAfD57pXRAkrDEhws/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 Loot Drop Probability Engine owners ask.
- 01
How do I calculate the chance of a specific item dropping?
You can use the analyze_loot_probabilities capability. Provide the loot table, the target item name, and the pity threshold to get detailed probability breakdowns.
- 02
Can this capability handle pity mechanics?
Yes, the analyze_loot_probabilities capability specifically calculates cumulative probabilities and pity breakpoints based on your guaranteed drop settings.
- 03
How is the average value per attempt determined?
The calculate_economic_metrics capability calculates the weighted sum of all item values multiplied by their respective drop rates.
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