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StatsPlus MCP Server

StatsPlus MCP Server

StatsPlus MCP Server

An MCP server that exposes the StatsPlus API as tools for use with Claude and other MCP-compatible clients.

Prerequisites

  • Node.js 18+

  • A StatsPlus league account linked to a team

Related MCP server: mlb-api-mcp

Installation

git clone https://github.com/joshuarichard/StatsPlus-MCP.git
cd StatsPlus-MCP
npm install
npm run build

Configuration

The StatsPlus API requires an active browser session. To get your cookie:

  1. Log into https://statsplus.net/<your-league-url> in your browser

  2. Open DevTools (Cmd+Option+I on Mac, F12 on Windows/Linux)

  3. Go to Application → Cookies → https://statsplus.net

  4. Copy the sessionid and csrftoken values and combine them:

    sessionid=<value>;csrftoken=<value>

Adding to your MCP client

Add the following to your MCP client config (e.g. ~/.claude/mcp.json for Claude Code):

{
  "mcpServers": {
    "statsplus": {
      "command": "node",
      "args": ["/path/to/StatsPlus-MCP/dist/index.js"],
      "env": {
        "STATSPLUS_LEAGUE_URL": "<your-league-url>",
        "STATSPLUS_COOKIE": "sessionid=<sessionid>;csrftoken=<csrftoken>"
      }
    }
  }

Replace:

  • /path/to/StatsPlus-MCP — the absolute path where you cloned this repo

  • <your-league-url> — your league's URL slug (e.g. myleague, mlb2025)

  • <sessionid> — the sessionid cookie value from your browser

  • <csrftoken> — the csrftoken cookie value from your browser

Alternatively, with the Claude Code CLI:

claude mcp add statsplus \
  -e STATSPLUS_LEAGUE_URL=<your-league-url> \
  -e "STATSPLUS_COOKIE=sessionid=<sessionid>;csrftoken=<csrftoken>" \
  -- node /path/to/StatsPlus-MCP/dist/index.js

Available Tools

Tool

Description

Parameters

get_player_batting_stats

Player batting statistics

year?, pid?, split?

get_player_pitching_stats

Player pitching statistics

year?, pid?, split?

get_player_fielding_stats

Player fielding statistics by position

year?, pid?, split?

get_team_batting_stats

Team batting statistics with rate stats

year?, split?

get_team_pitching_stats

Team pitching statistics with rate stats

year?, split?

get_players

Player roster with names and team assignments

team_id?, org_id?

find_player

Search players by name (partial, case-insensitive)

name

start_ratings_job

Start the async ratings export; returns poll_url immediately

—

get_ratings

Collect ratings results (pass poll_url to avoid re-starting the job)

poll_url?, player_ids?

get_game_history

All major league games with scores, hits, errors, and pitcher IDs

—

get_contracts

All current and active player contracts

team_id?, player_id?

get_contract_extensions

Signed extensions taking effect in future seasons

—

get_teams

Team list with IDs and abbreviations

—

get_draft

Draft picks

lid?

get_exports

CSV export of all league games

—

Split IDs: 1 = Overall, 2 = vs Left-handed, 3 = vs Right-handed

Usage tips

  • Name-to-ID resolution: Use find_player(name) for quick name → ID lookups without downloading the full roster. For a full org's players, use get_players(org_id) which filters by Parent Team ID.

  • Ratings workflow: The ratings export is an async job that takes 60–90 seconds. To avoid blocking mid-workflow, call start_ratings_job() first, do your other lookups while it processes, then call get_ratings(poll_url) to collect results:

    start_ratings_job()              → { poll_url: "..." }
    get_player_batting_stats(...)    ← runs concurrently
    get_contracts(team_id: ...)
    get_ratings(poll_url: "...")     → results ready, no extra wait

    Calling get_ratings() without a poll_url starts a new job and blocks until complete. Ratings columns include batting attributes (Cntct, Gap, Pow, Eye, Ks) with L/R splits, Pot* potential counterparts, and positional grades. Key encoding notes:

    • Star ratings are stored as stars × 2 — e.g. 3.5 stars = 7, 5 stars = 10

    • International complex players have a negative League value (e.g. -100)

    • Column names are not guaranteed to be stable across OOTP versions

  • Preseason / empty responses: During preseason, all stat endpoints return HTTP 204 with no data for the upcoming year. Always pass year=<most recent completed season> to get data.

  • Fielding: get_player_fielding_stats returns one row per player per position per split. A player who appeared at multiple positions will have multiple rows — one for each.

  • Game history: runs0/hits0/errors0 are the home team; runs1/hits1/errors1 are the away team. winning_pitcher, losing_pitcher, starter0, and starter1 are numeric player IDs. save_pitcher is 0 when there is no save pitcher.

  • Contracts: salary0 is the current season salary, salary1 is next season, and so on through salary14. Unpopulated years are 0. is_major and no_trade are 0/1 integers. contract_team_id is the MLB org that holds the contract (use this with the team_id filter). get_contract_extensions uses the same schema for deals already signed but not yet in effect.

  • Splits: All stat endpoints that accept a split parameter use 1 = Overall, 2 = vs Left-handed, 3 = vs Right-handed. Omitting split returns all three rows per player/team.

Development

npm run build       # Compile TypeScript
npm test            # Run tests
npm run test:watch  # Run tests in watch mode
npm run lint        # Type-check without emitting

License

MIT

Available Tools

15 tools
find_playerA

Search for players by name (partial, case-insensitive). Returns matching players with their IDs and team info. Use this to resolve a player name to an ID without downloading the full roster.

Inputs: name (required).

get_contract_extensionsB

Retrieve signed contract extensions that take effect in future seasons.

Inputs: no named parameters.

get_contractsA

Retrieve all current and active player contracts. IMPORTANT: The API does not expose service time or team control status. A 1-year contract does NOT necessarily mean the player will hit free agency — pre-arbitration players (~$900K salary) and arbitration-eligible players ($1–8M salary) both show as 1-year deals that auto-renew under team control. Only multi-year contracts or high-AAV 1-year deals indicate a negotiated free-agent signing. Use salary level and player age to infer team control status.

Inputs: team_id, player_id.

get_draftA

Retrieve draft data. For multi-league associations, specify the league ID.

Inputs: lid.

get_exportsA

Retrieve a CSV export of all major league games since the league started, including scores, starting pitchers, winning/losing pitchers, and game dates.

Inputs: no named parameters.

get_game_historyA

Retrieve all major league games since the league started, including scores, hitting, pitchers, and game dates.

Inputs: no named parameters.

get_player_batting_statsA

Retrieve player batting statistics. Returns stat lines with splits. Defaults to top-level (MLB) leagues; pass lid to get stats for a specific league (e.g. minor leagues). Omit all params to get all players for all seasons.

Inputs: year, pid, split, lid.

get_player_fielding_statsA

Retrieve player fielding statistics by position. Returns stat lines with splits. Defaults to top-level (MLB) leagues; pass lid to get stats for a specific league. Omit all params to get all players for all seasons.

Inputs: year, pid, split, lid.

get_player_pitching_statsA

Retrieve player pitching statistics. Returns stat lines with splits. Defaults to top-level (MLB) leagues; pass lid to get stats for a specific league (e.g. minor leagues). Omit all params to get all players for all seasons.

Inputs: year, pid, split, lid.

get_playersA

Retrieve the player roster. Optionally filter by team_id to get a single team's players.

Inputs: team_id, org_id.

get_ratingsA

Retrieve player ratings (overall, potential, and per-attribute). If you have a poll_url from start_ratings_job, pass it here to collect results without re-starting the job. Without poll_url, starts a new job and blocks up to ~5 minutes waiting for results.

Inputs: poll_url, player_ids.

get_team_batting_statsA

Retrieve team batting statistics. Omit params to get all teams for all seasons.

Inputs: year, split.

get_team_pitching_statsA

Retrieve team pitching statistics. Omit params to get all teams for all seasons.

Inputs: year, split.

get_teamsA

Retrieve the list of teams in the league with their IDs and abbreviations.

Inputs: no named parameters.

start_ratings_jobA

Start the async ratings export job and return a poll_url immediately, without waiting. Call this at the beginning of a workflow, do other data lookups while the job processes (~60–90s), then call get_ratings(poll_url) to collect results. This avoids blocking the workflow mid-step.

Inputs: no named parameters.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

    TDQS

    A3.9/5.0

    Scored across 15 tools

    Disambiguation5/5

    Each tool targets a distinct resource or action. The only potential overlap is between find_player (search by name) and get_players (roster by team), but they serve different purposes—one for ID resolution, the other for full roster retrieval.

    Naming Consistency4/5

    Most tools follow the get_<resource> pattern, but two tools deviate: find_player and start_ratings_job. This minor inconsistency is understandable given their different operations.

    Tool Count5/5

    15 tools cover the key aspects of a sports stats server: players, teams, contracts, draft, game data, exports, and ratings. The count feels well-scoped—neither too sparse nor overwhelming for the domain.

    Completeness4/5

    The tool surface covers essential read operations for player and team stats, contracts, draft, and game history. Missing components like standings or league info are minor gaps that can be derived from existing data.

    Maintenance

    ActivityInactive
    ResponsivenessOutdated data

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