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Connect Matchmaking Elo Calculator 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. Handle precise player skill updates and match forecasting.

Ask AI about this Connector

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.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

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.

A futuristic MCP client docking bay
V8 Isolate01

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.

Kill Switch02

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.

FinOps per User03

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 · 3 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Matchmaking Elo Calculator.

  1. 01

    Inflation metrics

    This capability monitors rating inflation across your player pool. It helps you detect skill drift to ensure your competitive ladder stays balanced.

  2. 02

    Match probabilities

    This capability forecasts win probabilities for upcoming matchups. Use it to predict how likely a specific player is to win against an opponent.

  3. 03

    Updated player ratings

    This capability processes match results to calculate new player ratings. It applies specific K-factors to ensure deterministic skill updates.

Real work

What teams actually run

01

Automated Match Results

After a tournament finishes, your agent calculates all new player ratings instantly.

02

Matchmaking Simulation

Test how different K-factors affect your player ratings before deploying them to production.

03

Competitive Health Audits

Run checks on your player pool to see if average ratings are inflating over time.

04

Predictive Matchmaking

Use win probabilities to group players of similar skill levels for fairer games.

One connector, every AI

Matchmaking Elo Calculator 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.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

Building your own app? The connector is yours to use.

You don't need a client to put Matchmaking Elo Calculator 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

852ms average. Fast in production.

Matchmaking Elo Calculator is checked daily against the live service.

Daily averagePeak 1087ms
Oct 3Today
Fastest day
683ms
Slowest day
1087ms
14-day trend
Improving-16%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 3 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 Matchmaking Elo Calculator, so you can see the experience inside your AI.

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

Matchmaking Elo Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_vu6X7lU1svxASAyuezz738Bl5v086qSvPhUG6WAi/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 — Matchmaking Elo Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "matchmaking-elo-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_vu6X7lU1svxASAyuezz738Bl5v086qSvPhUG6WAi/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 Matchmaking Elo Calculator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Matchmaking Elo Calculator owners hand off.

This MCP is built for professionals managing competitive gaming environments. You can hand off the mathematical heavy lifting to your agent.

  • 01

    Game Developers

    Use the agent to automate skill rating adjustments in your game engine.

  • 02

    Matchmaking Engineers

    Hand off win probability calculations and rating drift monitoring to your AI client.

  • 03

    Data Analysts

    Use the capability to track the health and stability of competitive player pools.

FAQ

Questions Matchmaking Elo Calculator owners ask.

  • 01

    What rating systems does this MCP support?

    This MCP provides deterministic updates for both Elo and Glicko rating systems.

  • 02

    Can I use this with Claude or Cursor?

    Yes, you can connect this MCP to any MCP-compatible client including Claude, Cursor, and Windsurf.

  • 03

    How does it help with matchmaking?

    It allows your agent to predict win probabilities and update player skill levels accurately after matches.

  • 04

    Does it help prevent rating inflation?

    Yes, you can use the inflation_metrics capability to detect skill drift and monitor the health of your player pool.

  • 05

    Do I need to host the MCP myself?

    No, Vinkius hosts and manages the MCP for you, so it is ready to use immediately after connection.

  • 06

    How do I update player ratings after a tournament?

    You can use the updated_player_ratings capability by providing the current player ratings and the list of match results.

  • 07

    Can I predict the outcome of a specific match?

    Yes, use the match_probabilities capability to get the expected win probability for each player in a matchup.

  • 08

    How is the K-factor used?

    The K-factor is a multiplier that determines how much a match result changes a player's rating. You can specify this in the updated_player_ratings capability.

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