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Connect Sports Win Percentage Analytics to your AI

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. Get precise performance metrics and professional sports benchmarks.

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 · 4 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Sports Win Percentage.

  1. 01

    Calculate performance ratios

    This capability calculates the primary win and non-win success metrics for any provided match data.

  2. 02

    Get win thresholds

    Use this to pull professional sports categories that define how win percentages are typically ranked.

  3. 03

    Summary performance report

    This capability generates a written, human-readable summary of a team's performance based on their stats.

  4. 04

    Validate match data

    This capability checks your game statistics to ensure the numbers are mathematically sound and logical.

Real work

What teams actually run

01

Statistical Verification

Check if a set of game statistics is logically sound before including them in a report.

02

Team Standing Analysis

Compare a team's current win rate against professional industry thresholds.

03

Automated Content Generation

Turn a list of wins and losses into a written summary of a team's season.

04

Performance Benchmarking

Calculate precise win and non-win ratios for any given match dataset.

One connector, every AI

Sports Win Percentage 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 Sports Win Percentage 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

891ms average. Fast in production.

Sports Win Percentage is checked daily against the live service.

Daily averagePeak 1028ms
Oct 10Today
Fastest day
755ms
Slowest day
1028ms
14-day trend
Stable+1%

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 Sports Win Percentage, so you can see the experience inside your AI.

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

Sports Win Percentage Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_ImA3cY0asCD0adkZ8LkyeZPaCcOlzKeZffr1TGcN/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 — Sports Win Percentage capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "sports-win-percentage-analytics-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_ImA3cY0asCD0adkZ8LkyeZPaCcOlzKeZffr1TGcN/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 Sports Win Percentage in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Sports Win Percentage owners hand off.

This MCP is built for people who need to turn raw sports data into actionable insights without doing the manual math.

  • 01

    Sports Analysts

    Hand off raw match datasets to the AI to get instant performance ratios and summaries.

  • 02

    Data Journalists

    Use the capability to validate game stats and generate written performance reports for articles.

  • 03

    Fantasy Sports Managers

    Let your agent compare player or team performance against professional thresholds.

FAQ

Questions Sports Win Percentage owners ask.

  • 01

    How do I use this MCP with my AI client?

    You connect once through the Vinkius platform. After that, any MCP-compatible client like Claude or Cursor can use the capabilities directly.

  • 02

    Can this MCP verify if my sports data is correct?

    Yes. The validate_match_data capability checks if your game statistics are mathematically sound and logical.

  • 03

    Does it provide professional sports context?

    Yes. You can use the get_win_thresholds capability to see how win percentages are categorized in professional sports.

  • 04

    Can the AI write summaries of team performance?

    Yes. The summary_performance_report capability creates human-readable text summaries based on win and loss stats.

  • 05

    What kind of math does this MCP handle?

    It handles win and non-win performance ratios using the calculate_performance_ratios capability.

  • 06

    How do I calculate the win percentage?

    You can use the calculate_performance_ratios capability by providing the number of wins and the total games played.

  • 07

    Can I get a summary of a team's performance?

    Yes, the summary_performance_report capability provides a natural language description of how a team is performing.

  • 08

    How does the capability handle invalid data?

    The validate_match_data capability checks for logical consistency, such as ensuring wins do not exceed total games played.

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