Use D&D Stat Roller with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Statistical simulation engine for evaluating D&D attribute generation methods.
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 D&D Stat Roller capability set.
These are the exact actions your AI can choose when you ask it to work with D&D Stat Roller.
01-04
4 capabilities in this set.
Part of 4 available through D&D Stat Roller.
- 01
Analyze attribute averages
Calculates the mean value for each attribute across a provided set of simulation results
- 02
Evaluate power threshold
Determines the probability of a character "outperforming" a specific power metric
- 03
Generate method comparison report
Produces a high-level comparative summary between two different simulation datasets
- 04
Simulate method
Executes a large-scale randomized simulation for a specific generation method
Observed, not estimated
639ms average. Fast in production.
D&D Stat Roller is checked daily against the live service.
- Fastest day
- 495ms
- Slowest day
- 759ms
- 14-day trend
- Slowing+15%
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 D&D Stat Roller, so you can see the experience inside your AI.
It does not authenticate your account with D&D Stat Roller. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
D&D Stat Roller Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_g4o4vmZ154XtdBqY17x7v5DyvtXjgk2Tgsk3RoZx/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 — D&D Stat Roller capabilities are ready to use.
{
"mcpServers": {
"dd-character-stat-roller-mcp": {
"url": "https://edge.vinkius.com/vk_preview_g4o4vmZ154XtdBqY17x7v5DyvtXjgk2Tgsk3RoZx/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 D&D Stat Roller owners ask.
- 01
What methods can I simulate?
You can simulate heroic_4d6, classic_3d6, point_buy, and standard_array methods.
- 02
How many simulations are performed?
Every simulation run executes exactly 10,000 independent iterations to ensure statistical significance.
- 03
Can I compare two different methods?
Yes, using the generate_method_comparison_report capability, you can see the delta in attribute averages and success rates between datasets.
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