
Connect Dd Character Stat Roller to ChatGPT and Claude
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. Run massive statistical simulations for tabletop RPG mechanics.
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.
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.

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.
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.
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.
01-04
4 capabilities in this set.
Part of 4 available through D&D Stat Roller.
- 01
Analyze attribute averages
This capability calculates the mean value for every attribute across your simulation results.
- 02
Evaluate power threshold
This capability determines the mathematical probability of a character meeting a specific power metric.
- 03
Generate method comparison report
This capability produces a high-level summary comparing two different simulation datasets.
- 04
Simulate method
This capability runs a large-scale randomized simulation for a specific attribute generation method.
Real work
What teams actually run
Balancing Game Mechanics
Test if a new dice rolling method creates characters that are too strong compared to the standard rules.
Character Optimization
Calculate the odds of getting high stats using specific methods before you start playing.
Rule Set Comparison
Generate reports that show the difference in attribute consistency between point buy and rolling.
Probability Benchmarking
Determine the exact chance of a player rolling a specific minimum score for a primary attribute.
One connector, every AI
D&D Stat Roller 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.
Claude
ChatGPT
Gemini
Perplexity
Grok
Microsoft Copilot
Cursor
VS Code
Windsurf
JetBrains
Cline
LangChain
Vercel AI SDK
Lovable
Z.ai
Raycast
Qwen Code
Kimi Code
Le ChatBuilding your own app? The connector is yours to use.
You don't need a client to put D&D Stat Roller 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
692ms average. Fast in production.
D&D Stat Roller is checked daily against the live service.
- Fastest day
- 547ms
- Slowest day
- 872ms
- 14-day trend
- Slowing+16%
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
Guided setup for Claude? Set up D&D Stat Roller in Claude and other AIs
Who it's for
Built for the work D&D Stat Roller owners hand off.
This MCP is built for people who need to quantify the math behind tabletop RPG character creation.
- 01
RPG Designers
They hand off the math to the AI to test if their new rolling mechanics are too powerful or too weak.
- 02
Game Masters
They use the data to set fair character creation rules for their players.
- 03
Theorycrafters
They use simulations to find the most efficient ways to build high-power characters.
FAQ
Questions D&D Stat Roller owners ask.
- 01
How many simulations does this MCP run?
The engine executes 10,000 randomized iterations per method to ensure the data is statistically sound.
- 02
Which D&D methods can I simulate?
You can simulate methods like heroic_4d6, classic_3d6, point_buy, and standard_array.
- 03
Can I compare two different methods at once?
Yes, you can use the capability to generate a comparison report between two different simulation datasets.
- 04
What AI clients can I use with this MCP?
You can use any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.
- 05
Do I need to host this myself?
No, Vinkius hosts and manages the MCP for you. You just connect and start using the capabilities.
- 06
What methods can I simulate?
You can simulate heroic_4d6, classic_3d6, point_buy, and standard_array methods.
- 07
How many simulations are performed?
Every simulation run executes exactly 10,000 independent iterations to ensure statistical significance.
- 08
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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Connect D&D Stat Roller to Claude, Cursor, ChatGPT & more
