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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Loot Table Balancer with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Precision utility for calculating, normalizing, and auditing loot table probabilities and economic expected values.

Included with plan

Ask AI about this Connector

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.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 4 capabilities

The complete Loot Table Balancer capability set.

These are the exact actions your AI can choose when you ask it to work with Loot Table Balancer.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Loot Table Balancer.

  1. 01

    Normalize weights

    Normalize item weights to drop rates

  2. 02

    Estimate cadence

    Estimate drop frequency

  3. 03

    Audit rarity distribution

    Audit rarity distribution against benchmarks

  4. 04

    Compute expected value

    Compute the expected value of a loot table

Observed, not estimated

638ms average. Fast in production.

Loot Table Balancer is checked daily against the live service.

Daily averagePeak 771ms
Aug 22Today
Fastest day
507ms
Slowest day
771ms
14-day trend
Stable-2%

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 Loot Table Balancer, so you can see the experience inside your AI.

It does not authenticate your account with Loot Table Balancer. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Loot Table Balancer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_W3Bl20kxHyqKVHtkPkJl4kAYBpgwTI2ARZYEemsq/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 — Loot Table Balancer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "loot-table-balancer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_W3Bl20kxHyqKVHtkPkJl4kAYBpgwTI2ARZYEemsq/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 Table Balancer owners ask.

  • 01

    How do I convert my item weights to percentages?

    Use the normalize_weights capability by providing a JSON array of items, where each object includes the name, weight, and rarity.

  • 02

    Can I check if my loot table is balanced for an MMO?

    Yes, the audit_rarity_distribution capability compares your item drop rates against hardcoded industry-standard benchmarks to identify deviations.

  • 03

    How do I calculate the average gold gain from a single drop?

    Use the compute_expected_value capability with an array of items that include their calculated drop rates and assigned currency values.

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