NBA Prop Lab

Name: NBA Prop Lab
Author: Khavel

by Khavelversion 1.0.0-remotei★ –iRuns in the cloud

Registry nameio.github.Khavel/proplab

Install

Overview

Description from the maker (original English)

NBA and WNBA player-prop analytics: daily board, graded track record, matchup and referee data.

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 checksi1 of 1 passedChecked from public information; code not scanned yet
UsageiNot measured yet★ –

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: Marketing & social media

Install

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

Before you install

Basic checks: 1 of 1 passed
Runs on the maker’s server: what you ask it goes through their server.
The registry lists no key to fill in.

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 …”.

Works in Claude on the web, desktop and mobile:

Open Settings → Connectors
Press Add custom connector
Paste the address below and press Add
If it asks you to sign in, sign in with the maker

https://nbaproplab.com/mcp

Run this in your terminal

claude mcp add --transport http proplab https://nbaproplab.com/mcp

Open in Cursor

Or copy the settings yourself

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

{
  "mcpServers": {
    "proplab": {
      "url": "https://nbaproplab.com/mcp"
    }
  }
}

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": {
    "proplab": {
      "type": "http",
      "url": "https://nbaproplab.com/mcp"
    }
  }
}

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.

ChatGPT connects only to servers on the internet:

Open ChatGPT on the web → Settings → Connectors (Apps)
Press Create or Add (some plans need Developer mode under Advanced first)
Paste the address below, give it a name and save
If it asks you to sign in, sign in with the maker

https://nbaproplab.com/mcp

Menu names can differ slightly by plan and over time.

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

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

What it can do

We have not read this server’s tool list yet; we check endpoints in rotation.

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 7, 2026

✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account Khavel, 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
… Not checked yet
Endpoint responds
Not checked yet; we check endpoints in rotation
… Not checked yet
Sign-in with OAuth
Not checked yet; we check endpoints in rotation
… 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 Marketing & social mediai

More stars than 0% of the other 2980 servers in this category
Published to the registry more recently than 69% of the other 2980 servers in this category
Basic checks equal to or better than 100% of the other 2980 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 NBA Prop Lab safe?

It passed 1 of 1 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?

The registry does not list a required key, though some servers ask you to sign in on first use.

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 (1.0.0-remote) reached the registry 15 days 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: MCP YouTube Transcript, Google Analytics MCP, BibiGPT YouTube Video Summarizer

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.

PropLab MCP Server

Model Context Protocol server for PropLab: NBA and WNBA player-prop analytics. You get the daily board the model publishes before tip-off, its public record graded against the official box score, defense vs position, usage, referees and player research.

There are two ways to use it:

Remote server: works now, nothing to install, no key. https://nbaproplab.com/mcp
Local stdio package, built from this repository. It adds backtests and on-demand pick evaluation, which need an API key. It is not yet published on npm.

The data is informational sports analysis, not betting advice. PropLab does not take wagers, link to sportsbooks or guarantee outcomes, and past results do not predict future ones.

Remote server (recommended)

Streamable HTTP, stateless, no authentication. Every tool is read-only and returns the same public data shown on nbaproplab.com.

Claude (claude.ai, desktop, mobile): Settings → Connectors → Add custom connector. Name: PropLab. URL: https://nbaproplab.com/mcp. Authentication: none.

Claude Code:

claude mcp add --transport http proplab https://nbaproplab.com/mcp

Codex:

codex mcp add proplab --url https://nbaproplab.com/mcp

or in ~/.codex/config.toml:

[mcp_servers.proplab]

url = "https://nbaproplab.com/mcp"

Any other client that supports streamable HTTP can point at the same URL.

Tools

Tool	Parameters	Returns
`daily_board`	`league` (`nba` or `wnba`)	The published player-prop board for the next slate (player, stat, line, direction, tier, model score) and how the previous board settled
`track_record`	`league?`, `tier?` (`Premium` or `Standard`), `from?`, `to?`	Settled record by tier and stat. The published record is the Premium tier (`premiumHitRate`, `goodPicks`) and Standard (`marginalPicks`); `overall*` fields also count internal ratings that are never published. Dates before 2026-04-03 are a backtest
`defense_vs_position`	`league`	Points, rebounds and assists each team allows to guards, forwards and centers relative to the league average, with defensive rating, pace and ranks
`usage_leaders`	`league`	Players ranked by usage rate this season, with last-10-games usage, minutes and points
`nba_today`	—	Today's NBA games with tip-off times, yesterday's scores and the standings
`games`	`date?` (`yyyy-MM-dd`)	NBA and WNBA games on a date (default: today, US Eastern)
`referee_assignments_today`	—	The crew of each NBA game today, once the league publishes it the morning of game day
`referees`	—	NBA referees this season with games worked and fouls per game against the league average
`search_players`	`query`	NBA and WNBA players by name, accents optional ("Jokic" finds Jokić)
`player_research`	`playerId`	Recent game logs, current prop lines across books with hit rates, injury status, next-game context and the model's picks on that player

Example prompts:

"Which NBA teams allow the most rebounds to centers, and do any of them play today?"
"How has PropLab's published Premium tier done in the WNBA since April, by stat?"
"Search for Jokic and show his last 10 games and injury status."

Invalid arguments, for example league: "nfl", return a tool error that explains the valid values.

Local stdio package

Not yet published on npm, so build it from this repository:

git clone https://github.com/Khavel/proplab-mcp.git

cd proplab-mcp npm install npm run build # compiles src/index.ts → dist/index.js

Then register it in your MCP client with the absolute path to the build:

"mcpServers": { "proplab": { "command": "node", "args": ["/absolute/path/to/proplab-mcp/dist/index.js"], "env": { "PROPLAB_API_KEY": "…" } } } }

PROPLAB_API_KEY is optional: without it the public tools still work. For local development with hot reload, run npm run dev.

Environment variables

Variable	Required for	Description
`PROPLAB_API_URL`	No	API base URL (default: `https://nbaproplab.com`)
`PROPLAB_API_KEY`	Backtest, pick and research tools	Bearer API key

The key is minted at nbaproplab.com → Account → API keys. It is shown once at creation and can be revoked from the same screen.

Tools

Public, no key:

Tool	Endpoint	Key params
`proplab_track_record`	`GET /api/v1/track-record`	`league?`, `tier?`, `statType?`, `from?`, `to?`
`proplab_dashboard`	`GET /api/v1/dashboard/today`	`date?`, `league?`
`proplab_games`	`GET /api/v1/games`	`date?`
`proplab_search_players`	`GET /api/v1/players/search`	`q`
`proplab_system_status`	`GET /api/v1/health`	—

With PROPLAB_API_KEY:

Tool	Endpoint	Key params
`proplab_backtest_summary`	`GET /api/v1/backtest/summary`	`from?`, `to?`, `league?`
`proplab_backtest_daily`	`GET /api/v1/backtest/daily`	`from?`, `to?`, `league?`
`proplab_backtest_by_rating`	`GET /api/v1/backtest/by-rating`	`from?`, `to?`, `league?`
`proplab_backtest_by_stat`	`GET /api/v1/backtest/by-stat`	`from?`, `to?`, `league?`
`proplab_pick_details`	`GET /api/v1/picks/{id}`	`id`
`proplab_evaluate_pick`	`POST /api/v1/picks/evaluate`	`playerName`, `statType`, `line`, `direction`, `opponentTeam?`
`proplab_player_research`	`GET /api/v1/research/player/{playerId}`	`playerId`

Verify locally

npx @modelcontextprotocol/inspector node dist/index.js

Then call proplab_system_status, which needs no key and should return the live system status.

Data and privacy

Remote server: it keeps no state and stores nothing from your conversations. It only receives the arguments of each tool call (a league, a date, a player name or id), and the web server keeps its standard access logs.
Local package: it calls the public nbaproplab.com API over HTTPS and reads the key only from the environment, never logging it. No tool reads database credentials or app settings, or opens a shell.
Inputs are validated with zod and responses are truncated at 40,000 characters. Every tool is read-only except proplab_evaluate_pick, which scores a hypothetical pick and stores nothing.
Privacy policy: nbaproplab.com/legal/privacy. Responsible gambling: nbaproplab.com/responsible-gambling.

Support

Open an issue at github.com/Khavel/proplab-mcp/issues.

NBA Prop Lab

Overview

PopNx MCP’s three pillars

What you can do with it

Install

Before you install

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 Marketing & social mediai

Common questions

Alternatives

MCP YouTube Transcript

Google Analytics MCP

BibiGPT YouTube Video Summarizer

README from the maker

PropLab MCP Server

Remote server (recommended)

Tools

Local stdio package

Environment variables

Tools

Verify locally

Data and privacy

Support