What kind of data does this MCP need?

The MCP requires raw box score data. This includes basic stats like points scored, field goals made and attempted, free throws made and attempted, and minutes played.

Is this for professional NBA stats only?

No. While it uses NBA-style metrics, the underlying math is based on raw box score inputs, so you can apply it to any league or game format that provides similar statistics.

Does it just calculate points per game?

No. It goes much deeper than simple averages. It calculates efficiency metrics like True Shooting Percentage and impact ratings like PER, which show true value.

How does it handle different playing times?

It has a specific capability that normalizes stats to a per-36 minute basis. This lets you compare players who played different minutes in a single game.

What metrics can I calculate?

You can calculate shooting efficiency (TS%, eFG%), usage rate (USG%), per-36 minute normalized stats, and impact ratings including PER, Offensive/Defensive Ratings, and Win Shares.

Do I need to provide team pace?

Yes, providing the team pace (possessions per 48 minutes) is required for calculating usage rate and pace-adjusted impact ratings.

How is the per-36 minute stat calculated?

The calculate_usage_and_per_36 capability scales raw statistics by multiplying them by 36 and dividing by the total minutes played.

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Connect Basketball Stats 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. Turn raw box scores into deep player impact insights.

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.

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.

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 Basketball Stats Calculator.

01
Calculate impact ratings
Calculate impact ratings
02
Calculate shooting metrics
Calculate shooting efficiency
03
Calculate usage and per 36
Calculate usage and per-36 stats

Real work

What teams actually run

Comparing two star players

You input the box scores for two players and use the MCP to calculate their respective PER and eFG%, letting you compare their true impact.

Analyzing a team's performance dip

You feed the MCP the team's stats and calculate the per-36 minute usage rate to see if the team's offensive flow has slowed down.

Evaluating a rookie's potential

You use the impact rating capability to give a rookie a comprehensive score that accounts for all aspects of the game, not just scoring.

Checking shooting consistency

You input a player's attempts and makes to calculate their True Shooting Percentage, verifying their shooting consistency over time.

One connector, every AI

Basketball Stats 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.

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

You don't need a client to put Basketball Stats 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

875ms average. Fast in production.

Basketball Stats Calculator is checked daily against the live service.

Daily averagePeak 1145ms

Oct 3Today

Fastest day: 652ms
Slowest day: 1145ms
14-day trend: Stable0%

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 Basketball Stats Calculator, so you can see the experience inside your AI.

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

Basketball Stats Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_JFvL7eDD2P10QSmIbfnjb8a1pehMFkiW6K3SOzxl/mcp

Claude Desktop

Follow the steps below to connect in seconds.

1In Claude Desktop, open Settings → Connectors.
2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
3Click Add and start a new chat — Basketball Stats Calculator capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "basketball-stats-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_JFvL7eDD2P10QSmIbfnjb8a1pehMFkiW6K3SOzxl/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 Basketball Stats Calculator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Basketball Stats Calculator owners hand off.

This MCP is built for anyone who needs deep, quantitative data on basketball performance. If you're analyzing team trends, comparing player value, or just want to understand the advanced metrics behind the box score, this is for you. Your AI client handles the complex math, so you just get the actionable insights.

01
Sports Analyst
You feed the MCP raw data to generate comparative metrics like PER and Win Shares for deep player evaluation.
02
Fantasy League Manager
You use it to calculate advanced efficiency scores, giving you an edge over simple point totals.
03
Dedicated Fan
You input stats to understand exactly how a player's shooting efficiency or usage rate compares to historical averages.

FAQ

Questions Basketball Stats Calculator owners ask.

01
What kind of data does this MCP need?
The MCP requires raw box score data. This includes basic stats like points scored, field goals made and attempted, free throws made and attempted, and minutes played.
02
Is this for professional NBA stats only?
No. While it uses NBA-style metrics, the underlying math is based on raw box score inputs, so you can apply it to any league or game format that provides similar statistics.
03
Does it just calculate points per game?
No. It goes much deeper than simple averages. It calculates efficiency metrics like True Shooting Percentage and impact ratings like PER, which show true value.
04
How does it handle different playing times?
It has a specific capability that normalizes stats to a per-36 minute basis. This lets you compare players who played different minutes in a single game.
05
What metrics can I calculate?
You can calculate shooting efficiency (TS%, eFG%), usage rate (USG%), per-36 minute normalized stats, and impact ratings including PER, Offensive/Defensive Ratings, and Win Shares.
06
Do I need to provide team pace?
Yes, providing the team pace (possessions per 48 minutes) is required for calculating usage rate and pace-adjusted impact ratings.
07
How is the per-36 minute stat calculated?
The calculate_usage_and_per_36 capability scales raw statistics by multiplying them by 36 and dividing by the total minutes played.

Explore

More in Analytics

Connect Basketball Stats Calculator to Claude, Cursor, ChatGPT & more

Your AI does the work. We keep it safe and sound.

Each Connector runs inside its own sealed environment.

One switch stops every agent. Instantly.

Spending limits that pause instead of surprise.

We ship only the actions that matter.

01-03

Calculate impact ratings

Calculate shooting metrics

Calculate usage and per 36

What teams actually run

Comparing two star players

Analyzing a team's performance dip

Evaluating a rookie's potential

Checking shooting consistency

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

Basketball Stats Calculator Connector

Claude Desktop

Sports Analyst

Fantasy League Manager

Dedicated Fan

What kind of data does this MCP need?

Is this for professional NBA stats only?

Does it just calculate points per game?

How does it handle different playing times?

What metrics can I calculate?

Do I need to provide team pace?

How is the per-36 minute stat calculated?

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