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Vinkius

Combat Balance Checker Connector for AI agents.

3 live capabilities

Validate game combat math with large-scale statistical simulations.

Live agent request Combat Balance Checker / Connector

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AI Agent

Why people use Combat Balance Checker

Combat Balance Checker for Game Design Math

With this Connector, you stop guessing. You can feed the engine two profiles and get a data-backed report on win rates and turn durations instantly. It turns "I think this is balanced" into "I know this is balanced because it won 50.2% of the time over 1,000 runs."

  • Claude
  • ChatGPT
  • Gemini
  • Cursor
  • Visual Studio Code
  • Windsurf

What Vinkius changes

You get statistically significant data on combat balance instead of just vibes.

Use it from Claude, ChatGPT, Cursor or another AI client you already have.

One account · 5,900+ Connectors

  1. Real-world use case 01

    Comparing a Glass Cannon against a Tank

    A designer wants to see if high damage can actually beat high defense in a head-to-head matchup using `simulate_combat`.

  2. Real-world use case 02

    Finding the Speed Meta

    A developer wants to know if speed is currently the only stat that matters for winning by using `analyze_influence`.

  3. Real-world use case 03

    Pre-launch balance auditing

    A studio needs to check 50 different matchups to ensure no one character is broken before the game goes live.

Complete set · 3capabilities

The complete Combat Balance Checker capability set.

These are the exact actions your AI can choose when you ask it to work with Combat Balance Checker.

Capability set01 / 01

01—03

3 capabilities in this set.

Part of 3 available through Combat Balance Checker.

  1. 01 Capability

    Analyze influence

    Identifies which specific attribute, like speed or attack, is most responsible for a victory. It helps you find the hidden causes of power creep.

  2. 02 Capability

    Simulate combat

    Runs 1,000 randomized battles between two character profiles. This provides you with hard data on win rates and average turn counts.

  3. 03 Capability

    Audit balance

    Checks a specific matchup against professional stability standards. It flags any fight that is statistically skewed or broken for your players.

Set up in minutes

One URL. Then ask Combat Balance Checker to work.

Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use Combat Balance Checker from the conversation.

Choose your client

Live preview
Advanced clients IDE · CLI

Claude · Web + desktop

Official guide ↗

Connector URL · ready to paste

Streamable HTTP
https://edge.vinkius.com/vk_preview_VgoE5ZdehKzZSaAAr9LpBxfZJVlT94y5P6Qo1Zwr/mcp
  1. Step 01

    Open Connectors

    In Claude Web or Claude Desktop, open Settings and choose Connectors.

  2. Step 02

    Add the URL

    Choose Add custom connector, name it Combat Balance Checker, and paste the URL above.

  3. Step 03

    Turn it on in chat

    Select +, open Connectors, and enable Combat Balance Checker for the conversation.

Where the request belongs

Work Combat Balance Checker can move forward.

Built around the request

This is for game designers and balance testers who need to move past 'feeling' like a character is balanced and start seeing the actual numbers.

01

Game Designer

Validates combat math and character progression to ensure no single unit ruins the meta.

02

Balance Tester

Identifies edge cases where specific stat combinations lead to unintended victory margins.

03

RPG Developer

Checks that new loot and weapons feel fair compared to existing items in the game.

04

Combat Math Specialist

Quantifies the weight of specific attributes to create more balanced RPG systems.

Bring your own AI

Change the model, client or framework. Keep Combat Balance Checker connected.

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  • ChatGPT
  • Gemini
  • Cursor
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Before you connect

Questions about Combat Balance Checker.

The practical details behind the request, access and result.

How can the Combat Balance Checker help my game design?

It provides hard data on how different character profiles interact. Instead of guessing if a change works, you can run thousands of simulations to see the actual win rates and damage metrics.

Can I use it for real-time combat systems?

This capability is specifically designed for turn-based combat or stat-based RPG systems where you can define profiles with attributes like speed, attack, and defense.

What does statistically significant mean for my game balance?

It means your results aren't just based on a few lucky rounds. By running 1,000 iterations per request, the capability ensures that the win rates and data you see represent the actual behavior of the game mechanics.

How do I know if a character is overpowered?

You can use the audit feature to check a specific matchup. It will flag any fight that is statistically skewed or broken based on professional stability standards.

Does it work for any RPG system?

It works for any system where you can define character profiles. As long as you can input stats like speed and attack, the engine can simulate the outcomes.

Can I see how many turns a fight lasts?

Yes, the capability provides average turn counts for every simulation. This helps you ensure your combat pacing feels right and doesn't drag on too long.

How accurate are the simulation results?

Every request executes 1,000 independent combat iterations using randomized rolls for critical hits to ensure statistical significance and account for RNG volatility.

What attributes can I compare?

You can compare any profiles containing HP, ATK, DEF, SPD, critRate, and critMult. Use simulate_combat to see how these stats interact.

How do I know if a matchup is broken?

Use the audit_balance capability. It classifies matchups as Stable, Skewed, or Broken based on whether the win rate stays within acceptable professional bounds.

One connection away

Give your agent a direct line to Combat Balance Checker.

Connect Combat Balance Checker once. Keep it beside 5,900+ managed Connectors when the next task needs more.

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