Koskamo

PropLab MCP

A Model Context Protocol server providing NBA and WNBA player-prop analytics, including daily boards, public track records, defensive metrics, usage leaders, and player research tools.

Endpoint and access

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PropLab MCP logo, by KhavelCommunity listingStreamable HTTPNo sign-inEndpoint checked 2026-11-01Published by Khavel
MCP endpoint (Streamable HTTP)
https://nbaproplab.com/mcp
Vendor documentation

What you can do with it

  • Retrieve the daily player-prop board for the next slate
  • Check the model's public track record by tier and stat
  • Analyze defense vs position metrics for teams
  • Search for players and view recent game logs and injury status

Source and maintenance

Community listingRegistry 1.0.0-remote
mcp-registry: io.github.Khavel/proplab@1.0.0-remoteSource repositoryProject website
Maintenance checked

Protocol and capabilities

Server
proplab 1.0.0
MCP protocol
2025-06-18
Tools
10 advertised
Resources
Not advertised
Resource templates
Not advertised
Prompts
Not advertised
Server-advertised capabilities
{
  "tools": {},
  "logging": {}
}

Tools

10 advertised

daily_board — Daily player-prop board
Advertised by the server during the last successful anonymous check.
Advertised read-only

The published NBA or WNBA player-prop board for the next slate (player, stat, line, direction, tier, model score) and how the last settled board did (hits, misses, voids). Informational analysis, not betting advice.

daily_board input schema
{
  "type": "object",
  "properties": {
    "league": {
      "type": "string",
      "default": "nba",
      "description": "League: \"nba\" or \"wnba\"."
    }
  }
}
daily_board annotations
{
  "title": "Daily player-prop board",
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
track_record — Public track record
Advertised by the server during the last successful anonymous check.
Advertised read-only

Settled record of the model's picks with optional filters. Reading it: the overall*/total* fields count every pick the engine evaluated, including Weak ratings that are never published; the published record is the PREMIUM tier (premiumHitRate, goodPicks) and STANDARD (marginalPicks). Dates before 2026-04-03 are a backtest; use from=2026-04-03 for live picks only.

track_record input schema
{
  "type": "object",
  "properties": {
    "to": {
      "type": [
        "string",
        "null"
      ],
      "default": null,
      "description": "Optional end date, yyyy-MM-dd."
    },
    "from": {
      "type": [
        "string",
        "null"
      ],
      "default": null,
      "description": "Optional start date, yyyy-MM-dd."
    },
    "tier": {
      "type": [
        "string",
        "null"
      ],
      "default": null,
      "description": "Optional tier: \"Premium\" or \"Standard\"."
    },
    "league": {
      "type": [
        "string",
        "null"
      ],
      "default": null,
      "description": "Optional league: \"nba\" or \"wnba\"."
    }
  }
}
track_record annotations
{
  "title": "Public track record",
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
defense_vs_position — Defense vs position
Advertised by the server during the last successful anonymous check.
Advertised read-only

How many points, rebounds and assists each team allows to guards, forwards and centers relative to the league average, with defensive rating, opponent pace and ranks.

defense_vs_position input schema
{
  "type": "object",
  "properties": {
    "league": {
      "type": "string",
      "default": "nba",
      "description": "League: \"nba\" or \"wnba\"."
    }
  }
}
defense_vs_position annotations
{
  "title": "Defense vs position",
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
usage_leaders — Usage rate leaders
Advertised by the server during the last successful anonymous check.
Advertised read-only

Players ranked by usage rate this season, with last-10-games usage, minutes and points.

usage_leaders input schema
{
  "type": "object",
  "properties": {
    "league": {
      "type": "string",
      "default": "nba",
      "description": "League: \"nba\" or \"wnba\"."
    }
  }
}
usage_leaders annotations
{
  "title": "Usage rate leaders",
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
referee_assignments_today — NBA referee assignments today
Advertised by the server during the last successful anonymous check.
Advertised read-only

Officiating crew of each NBA game today (published by the league the morning of game day) with each referee's fouls per game.

referee_assignments_today input schema
{
  "type": "object",
  "properties": {}
}
referee_assignments_today annotations
{
  "title": "NBA referee assignments today",
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
referees — NBA referees
Advertised by the server during the last successful anonymous check.
Advertised read-only

All NBA referees this season with games worked, fouls per game and fouls above the league average.

referees input schema
{
  "type": "object",
  "properties": {}
}
referees annotations
{
  "title": "NBA referees",
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
nba_today — NBA today
Advertised by the server during the last successful anonymous check.
Advertised read-only

Today's NBA games with tip-off times, yesterday's final scores and the current standings by conference.

nba_today input schema
{
  "type": "object",
  "properties": {}
}
nba_today annotations
{
  "title": "NBA today",
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
games — Games by date
Advertised by the server during the last successful anonymous check.
Advertised read-only

NBA and WNBA games on a date (defaults to today, US Eastern).

games input schema
{
  "type": "object",
  "properties": {
    "date": {
      "type": [
        "string",
        "null"
      ],
      "default": null,
      "description": "Optional date, yyyy-MM-dd."
    }
  }
}
games annotations
{
  "title": "Games by date",
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
search_players — Search players
Advertised by the server during the last successful anonymous check.
Advertised read-only

Find NBA and WNBA players by name; returns their ids for player_research.

search_players input schema
{
  "type": "object",
  "required": [
    "query"
  ],
  "properties": {
    "query": {
      "type": "string",
      "description": "Player name or part of it (2-50 characters)."
    }
  }
}
search_players annotations
{
  "title": "Search players",
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
player_research — Player research
Advertised by the server during the last successful anonymous check.
Advertised read-only

A player's recent game logs, today's prop lines across books with hit rates, injury status, next game context and the model's picks on that player.

player_research input schema
{
  "type": "object",
  "required": [
    "playerId"
  ],
  "properties": {
    "playerId": {
      "type": "integer",
      "description": "Player id from search_players."
    }
  }
}
player_research annotations
{
  "title": "Player research",
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}

Prompts

Not advertised

No prompt definitions available.

Resources

Not advertised

No resource definitions available.

30-day availability

Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.

Successful checks
1 of 1 (100%)
Average latency
1067 ms
95th percentile latency
1067 ms

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · probe · passed · 1067 ms · metadata changed · 10 tool(s)

Connect from your client

Each snippet registers the same endpoint; pick the client you use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Claude Code

Run this once in a terminal. It registers the remote server. Use --scope project to write .mcp.json for the repo.
Claude Code configuration
claude mcp add --transport http proplab-mcp https://nbaproplab.com/mcp

Codex

Run this once. Codex stores MCP servers in ~/.codex/config.toml (or .codex/config.toml in a trusted project).
Codex configuration
codex mcp add proplab-mcp --url https://nbaproplab.com/mcp

Cursor

Merge this server into .cursor/mcp.json in your project, then enable proplab-mcp in your MCP settings.
Cursor configuration
{
  "mcpServers": {
    "proplab-mcp": {
      "url": "https://nbaproplab.com/mcp"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure).
Cline configuration
{
  "mcpServers": {
    "proplab-mcp": {
      "type": "streamableHttp",
      "url": "https://nbaproplab.com/mcp",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start proplab-mcp and inspect its tools.
VS Code configuration
{
  "servers": {
    "proplab-mcp": {
      "type": "http",
      "url": "https://nbaproplab.com/mcp"
    }
  }
}

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.
Gemini CLI configuration
gemini mcp add --transport http proplab-mcp https://nbaproplab.com/mcp

Claude Desktop

Merge this into claude_desktop_config.json (macOS: ~/Library/Application Support/Claude/, Windows: %APPDATA%\Claude\), then restart Claude Desktop.
Claude Desktop configuration
{
  "mcpServers": {
    "proplab-mcp": {
      "url": "https://nbaproplab.com/mcp"
    }
  }
}

Windsurf

Merge this into ~/.codeium/windsurf/mcp_config.json, then refresh MCP in Cascade. Windsurf remote servers use serverUrl, not url.
Windsurf configuration
{
  "mcpServers": {
    "proplab-mcp": {
      "serverUrl": "https://nbaproplab.com/mcp"
    }
  }
}

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