• WIN RATES
  • DAMAGE
  • PROFILES
  • HUMAN

How to simulate combat matchups with your AI

Connect this MCP to your AI client to run massive combat simulations. You'll get hard data on how specific character builds actually perform against each other.

Ask AI about this page

Short answer

How can I simulate combat matchups with my AI?

Your AI uses the simulate_combat tool to run 1,000 randomized battles between character profiles. You'll receive specific win rates and damage metrics to identify balance issues. Here is the breakdown of the process.

The simulation results.

What you get from the runs.

The AI processes the combat data and hands you these specific results.

WIN RATES

Statistical win percentages

The AI calculates how often one profile beats another over 1,000 runs. You get a clear percentage to see if a character is overpowered.

DAMAGE

Damage metric analysis

The tool tracks damage output and mitigation. You'll see exactly how much health is being lost during these encounters.

PROFILES

Character build validation

The AI tests the specific stats and abilities you provide. This confirms if a specific gear set or skill combo works as intended.

HUMAN

Manual balance tuning

The AI provides the data, but you decide how to change the numbers. You use these metrics to adjust your game's math.

The workflow

What your AI does when the request arrives.

The AI handles the heavy lifting of the math and the iterations.

  1. Profile ingestion

    Your AI reads the character stats, abilities, and equipment you want to test.

    simulate_combat

  2. Massive iteration

    The AI runs 1,000 individual combat loops using the simulate_combat tool to ensure the results aren't just a fluke.

    simulate_combat

  3. Metric aggregation

    The AI gathers the raw data from every single fight to find patterns in damage and survival.

    simulate_combat

  4. Data reporting

    The AI summarizes the win rates and damage averages into a readable format for you.

    simulate_combat

Try it

Copy these to start.

Use these prompts to kick off your first simulation.

Starting points

Swap out the character names and stats with your own game data.

Combat Balance Checker Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_VgoE5ZdehKzZSaAAr9LpBxfZJVlT94y5P6Qo1Zwr/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Combat Balance Checker capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "combat-balance-checker-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_VgoE5ZdehKzZSaAAr9LpBxfZJVlT94y5P6Qo1Zwr/mcp"
    }
  }
}
Copy into chat04

  • Run 1,000 combat simulations between a Warrior with 50 HP and a Mage with 30 HP.

  • Simulate a matchup between the 'Berserker' profile and the 'Paladin' profile using the current stats in my spreadsheet.

  • Compare the win rates of the 'Fire Mage' build against the 'Ice Mage' build over 1,000 iterations.

  • Run a combat test between these two character profiles and give me the average damage dealt by each.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Combat Balance Checker once, then ask.

Just click the link to connect the MCP to your client. Your credentials stay encrypted, and you can start running simulations immediately.

Connect Combat Balance Checker to your AI

FAQ

How the simulation behaves

  • 01

    Can the AI change my game's code or stats directly?

    No. The AI only runs simulations based on the data you provide. It cannot modify your game files or database.

  • 02

    How many iterations does it run by default?

    The tool is designed to run 1,000 randomized iterations to ensure statistical significance.

  • 03

    Does the AI decide how to fix a broken character?

    No. The AI provides the win rates and damage metrics, but the actual balancing decisions are up to you.

  • 04

    Can I simulate more than two characters at once?

    The current tool is built for head-to-head matchups between specific profiles.

  • 05

    What happens if the combat results are too similar?

    The AI will report the narrow margin in win rates or damage, showing you that the matchup is nearly even.

  • More questions about Combat Balance Checker? The Connector page answers them. See everything the Combat Balance Checker Connector can do

Connect Combat Balance Checker to Claude, Cursor, ChatGPT & more