Sports Probabilities MCP

Name: Sports Probabilities MCP
Author: commodus67

by commodus67version 0.0.12i★ –iRuns in the cloud

Registry nameio.github.commodus67/sports-probabilities-mcp

Install

Overview

Description from the maker (original English)

Monte Carlo NFL, MLB, NHL, NBA and soccer odds, plus model-vs-market edge from live prices

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

User voiceiNo reviews yetReviews open together with accounts in a later step
Our basic checksi2 of 3 passedChecked from public information; code not scanned yet
UsageiVery new★ –

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

Connection: Runs in the cloud
Transport: Streamable HTTP
Category: Games, sports, food & learning
You need to fill in: Authorization

Install

Pick the AI app you use, then copy the settings.

Before you install

Basic checks: 2 of 3 passed
Runs on the maker’s server: what you ask it goes through their server.
You fill in yourself: Authorization

Values marked secret are keys to your account. Never share them or paste them into a chat.

You need

Runs in the cloudNothing to install; it connects over the internet

Which app do you use?

ClaudeClaude CodeCursorVS CodeChatGPT

Pick your app above. We remember it, so next time the button says “Install in …”.

This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.

Run this in your terminal

claude mcp add --transport http sports-probabilities https://commodus67--sports-probabilities-mcp.apify.actor/mcp --header 'Authorization: your-value'

Fill in the empty values before running it.

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "sports-probabilities": {
      "url": "https://commodus67--sports-probabilities-mcp.apify.actor/mcp",
      "headers": {
        "Authorization": "your-value"
      }
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "sports-probabilities": {
      "type": "http",
      "url": "https://commodus67--sports-probabilities-mcp.apify.actor/mcp",
      "headers": {
        "Authorization": "your-value"
      }
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.

Your choice stays on this device in a cookie; no account needed.

Values you fill in

Authorization secret required HTTP header
Apify API token as a bearer token, e.g. 'Bearer apify_api_...'

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

The server asks you to sign in before it lists its tools.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 9, 2026

✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account commodus67, which owns the repo
… Not checked yet
Still maintained
We have not read this repo from GitHub yet
… Not checked yet
Has a licence
We have not read this repo from GitHub yet
✓ Pass
Endpoint responds
Responded in 393 ms (HTTP 401)
! Caution
Sign-in with OAuth
Needs a key or token that you copy and paste yourself
… Not checked yet
No hidden instructions in tool descriptions
Not checked yet; we read the tool list when we check the endpoint

Compared with others in Games, sports, food & learningi

More stars than 0% of the other 1320 servers in this category
Published to the registry more recently than 29% of the other 1320 servers in this category
Basic checks equal to or better than 48% of the other 1320 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is Sports Probabilities MCP safe?

It passed 2 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

You need to fill in: Authorization

Does it run on my computer or in the cloud?

It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.

Is it still maintained?

The GitHub repo last changed –, and the latest version (0.0.12) reached the registry 2 months ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.

What can I use instead?

In the same category: PersonCraft, Godot MCP, League Loom

Alternatives

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README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

Sports Probabilities MCP

An MCP server that gives AI assistants Monte Carlo probabilities for the NFL, MLB, NHL, NBA and 17 soccer leagues, plus a model-versus-market comparison against live Kalshi prices.

Ask in plain language from Claude, ChatGPT or Cursor and get a computed number back — not an estimate the model made up.

The server runs on Apify: https://apify.com/commodus67/sports-probabilities-mcp

This repository holds the documentation and the registry manifest (server.json). The implementation lives in the Actor above.

Coverage

Sport	Teams	Probabilities
NFL	All 32	Playoffs, division, wild card, No. 1 seed
MLB	All 30	Postseason, division, wild card, top seed
NHL	All 32	Playoffs, division, wild card, conference top seed, Presidents' Trophy
NBA	All 30	Playoffs, play-in, top six, division, best record, conference finals, conference title, championship
Soccer	17 leagues	Title, top four, continental qualification, playoff, relegation

Soccer leagues: Premier League, EFL Championship, LaLiga, Serie A, Bundesliga, Ligue 1, Eredivisie, Primeira Liga, Süper Lig, Belgian Pro League, Scottish Premiership, Brasileirão, Liga MX, Liga Profesional (Argentina), Primera A (Colombia), MLS, Austrian Bundesliga. Other ESPN soccer slugs are supported.

Tools

Tool	Purpose
`get_team_probabilities`	One team's full probability set, current record, projected finish and ranking
`get_league_probabilities`	A whole league ranked by probability rather than by points or record
`compare_model_vs_market`	Model against live Kalshi prices: edge, expected value after fees, fractional Kelly stake
`run_scenario`	A fresh simulation under custom model assumptions, with movement analysis
`get_probability_history`	How a team's probability moved across the season, from archived runs

Model vs market

compare_model_vs_market reads live Kalshi playoff contracts for all four North American leagues — KXNFLPLAYOFF, KXMLBPLAYOFFS, KXNHLPLAYOFF and KXNBAPLAYOFF — and returns the gap between model and market, the better side of each contract, expected value after the taker fee and a capped quarter-Kelly stake.

For the NHL and NBA, value calls and stakes stay off until teams have played ten games, as in the underlying Actors; edges are still reported in full. For soccer, or to compare against a bookmaker, pass your own prices in marketProbabilities.

Connect

Streamable HTTP transport, stateless. Endpoint:

https://commodus67--sports-probabilities-mcp.apify.actor/mcp

Clients that support OAuth (Claude custom connectors, for example) sign in with an Apify account — no token to paste. Other clients send an Apify API token as a bearer token:

"mcpServers": { "sports-probabilities": { "url": "https://commodus67--sports-probabilities-mcp.apify.actor/mcp", "headers": { "Authorization": "Bearer YOUR_APIFY_API_TOKEN" } } } }

How it works

Each answer comes from one of five published Monte Carlo Actors — NFL, MLB, NHL, NBA and soccer — that take live standings and the remaining schedule, play out the rest of the season thousands of times, and count how often each outcome happens. The MCP server calls those Actors and caches the result — it does not reimplement the simulation, so an answer here never disagrees with the same query made directly against the API.

Every response carries the date and the source of the run it came from.

Pricing

Pay per event, billed through Apify. From $50.00 per 1,000 probability reads. Full pricing on the Actor page.

Note

This is statistics and simulation. It is not betting advice, and it does not produce picks.

Sports Probabilities MCP

Overview

PopNx MCP’s three pillars

What you can do with it

Install

Before you install

Values you fill in

What it can do

Basic checksi

Maker matches the repo

Still maintained

Has a licence

Endpoint responds

Sign-in with OAuth

No hidden instructions in tool descriptions

Compared with others in Games, sports, food & learningi

Common questions

Alternatives

PersonCraft

Godot MCP

League Loom

README from the maker

Sports Probabilities MCP

Coverage

Tools

Model vs market

Connect

How it works

Pricing

Note