Sports Betting Stats MCP

io.github.GeminiGeorge22由 GitHub 帳號 GeminiGeorge22 發布v1.0.1更新於 Nov 4, 2026

體育博彩資料：體育博彩賠率、球員專項投注、比分、xG、收盤賠率、賽馬。

AI 翻譯由 AI 模型根據下方的原文描述翻譯，可能有誤。

原文描述

Sports betting stats: sportsbook odds, player props, scores, xG, closing lines, horse racing.

發布方自己的服務：Garmin & Strava for Claude and ChatGPT

已驗證Streamable HTTP可網頁執行

概覽

Sports Betting Stats 的託管 MCP 服務（mcp.apify.com）；需要 OAuth 登入；Streamable HTTP；8 個工具。

暫無 AI 概覽：以下資訊來自註冊中心條目和服務本身。

端點
mcp.apify.com
最近檢查

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Sports Betting Stats MCP，將其新增到工作區。
  2. 連接 所需的 憑證。它們會被私密儲存，絕不會在公開頁面上展示。
  3. 為需要使用其工具的對話啟用該服務。

Web executable，透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式，或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南，先向你展示發布者、端點和登入方式，經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/io.github.GeminiGeorge22%2Fsports-betting-stats-mcp/install.md，並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前，先告訴我它的發布者、端點和登入方式，等我確認。不要把 API 金鑰寫進命令或我會提交的檔案；問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。 客戶端會在首次連接時完成 OAuth 登入。

{
  "mcpServers": {
    "sports-betting-stats": {
      "type": "http",
      "url": "https://mcp.apify.com/?tools=publicrecords/sports-odds-api,scrapemint/sports-odds-scraper,zen-studio/prizepicks-player-props,sports-odds-lab/football-odds-results,hgservices/apify-actor-espn,constructive_calm/understat-football-analytics,jungle_synthesizer/equibase-us-horse-racing-scraper,congism/polymarket-kalshi-arb-finder"
    }
  }
}

README

Sports Betting Stats MCP: odds, player props, scores, xG, horse racing, prediction markets

Everything a betting model or sports assistant needs, as MCP tools: live odds from US and European sportsbooks, player props, scores and schedules, football xG and shot data, historical closing lines, US horse racing entries and results, and prediction-market prices. One hosted endpoint, one Actor per job.

Hosted remote MCP server (Streamable HTTP) on Apify's MCP gateway. Client config plus a small open-source stdio proxy server. No Actor source.

Disclosure: entries marked "(maintained by us)" are Actors I maintain on Apify Store (publisher publicrecords). Every other Actor is independent, made by its own publisher and picked on merit (Store usage, ratings and recent maintenance). This repo is not affiliated with those publishers or with the sites the Actors read.

MCP endpoint

https://mcp.apify.com/?tools=publicrecords/sports-odds-api,scrapemint/sports-odds-scraper,zen-studio/prizepicks-player-props,sports-odds-lab/football-odds-results,hgservices/apify-actor-espn,constructive_calm/understat-football-analytics,jungle_synthesizer/equibase-us-horse-racing-scraper,congism/polymarket-kalshi-arb-finder

Auth: sign in with Apify (OAuth) when your client prompts, or send an Apify API token as a Bearer token. Runs are billed on your own Apify account under each Actor's own Store pricing; see each Store page.

Tools

ActorStore pageMCP toolWhat it returns
Sports Odds API (Kambi books) (maintained by us)publicrecords/sports-odds-apipublicrecords--sports-odds-apiLive odds from Kambi-powered sportsbooks (BetRivers, Unibet, Paf, Svenska Spel, ATG): one row per game with every book's price and the best price per outcome.
Sports Odds Scraperscrapemint/sports-odds-scraperscrapemint--sports-odds-scraperDraftKings, Pinnacle and Bovada moneyline, spread and totals on one line per game, with best price and arbitrage.
PrizePicks Player Propszen-studio/prizepicks-player-propszen-studio--prizepicks-player-propsReal-time PrizePicks player prop lines across many leagues: over/under lines, odds tiers, matchups.
Football Odds & Resultssports-odds-lab/football-odds-resultssports-odds-lab--football-odds-resultsSoccer odds with opening and closing lines from many bookmakers, plus results, for 1,000+ leagues.
ESPN Scores & Scheduleshgservices/apify-actor-espnhgservices--apify-actor-espnLive scores, schedules and results from ESPN: NBA, NFL, MLB, NHL, MLS, EPL, NCAA and more.
Understat xG & Shot Dataconstructive_calm/understat-football-analyticsconstructive_calm--understat-football-analyticsUnderstat player and team xG, per-match win probabilities and shot-level data for the top European leagues.
Equibase Horse Racingjungle_synthesizer/equibase-us-horse-racing-scraperjungle_synthesizer--equibase-us-horse-racing-scraperUS Thoroughbred race entries (horses, jockeys, trainers, odds) and results (finish order, times, payouts).
Polymarket + Kalshi Arbitrage Findercongism/polymarket-kalshi-arb-findercongism--polymarket-kalshi-arb-finderMatches binary markets on Polymarket and Kalshi and ranks price gaps between them.

The Apify gateway also exposes helper tools to read run results (get-actor-run, get-dataset-items). Want fewer tools? Drop any Actor from the tools= list.

Who it's for

  • Bettors and tipsters: who has the best price on this game right now?
  • Modelers: closing lines, results and xG for backtests.
  • DFS and props players: today's PrizePicks lines next to the scores.
  • Racing fans: today's Equibase entries and yesterday's payouts.

Example prompts

  • Compare tonight's NBA moneylines across BetRivers, Unibet, DraftKings and Pinnacle and show the best price per side.
  • Which PrizePicks NBA props are posted for <player> today?
  • Give me the opening and closing odds and the result for <team>'s last 10 Premier League matches.
  • Show <team>'s xG for and against over its last five matches.

Cursor / Claude Code / any remote-MCP client

json
{  "mcpServers": {    "sports-betting-stats": {      "url": "https://mcp.apify.com/?tools=publicrecords/sports-odds-api,scrapemint/sports-odds-scraper,zen-studio/prizepicks-player-props,sports-odds-lab/football-odds-results,hgservices/apify-actor-espn,constructive_calm/understat-football-analytics,jungle_synthesizer/equibase-us-horse-racing-scraper,congism/polymarket-kalshi-arb-finder"    }  }}

Claude Code:

sh
claude mcp add --transport http sports-betting-stats "https://mcp.apify.com/?tools=publicrecords/sports-odds-api,scrapemint/sports-odds-scraper,zen-studio/prizepicks-player-props,sports-odds-lab/football-odds-results,hgservices/apify-actor-espn,constructive_calm/understat-football-analytics,jungle_synthesizer/equibase-us-horse-racing-scraper,congism/polymarket-kalshi-arb-finder"

Claude Desktop (local bridge)

json
{  "mcpServers": {    "sports-betting-stats": {      "command": "npx",      "args": ["-y", "@apify/actors-mcp-server", "--actors", "publicrecords/sports-odds-api,scrapemint/sports-odds-scraper,zen-studio/prizepicks-player-props,sports-odds-lab/football-odds-results,hgservices/apify-actor-espn,constructive_calm/understat-football-analytics,jungle_synthesizer/equibase-us-horse-racing-scraper,congism/polymarket-kalshi-arb-finder"],      "env": { "APIFY_TOKEN": "YOUR_APIFY_TOKEN" }    }  }}

Local stdio server (open source)

This repo also ships a small MCP server in src/ for clients that only run local stdio servers. It answers initialize and tools/list locally from tools.json, which is generated from each Actor's public input schema and checked for drift in CI and weekly, so any client or directory can inspect the tools with no token. tools/call is forwarded to the hosted Apify MCP endpoint above with your own APIFY_TOKEN; without a token a call returns a clear error instead of running anything. The token is only sent in the Authorization header and is never logged.

json
{  "mcpServers": {    "sports-betting-stats": {      "command": "npx",      "args": ["-y", "github:GeminiGeorge22/sports-betting-stats-mcp"],      "env": { "APIFY_TOKEN": "YOUR_APIFY_TOKEN" }    }  }}

Or from a clone:

bash
git clone https://github.com/GeminiGeorge22/sports-betting-stats-mcp.gitcd sports-betting-stats-mcp && npm installAPIFY_TOKEN=YOUR_APIFY_TOKEN node src/server.js

Optional env: APIFY_ACTORS (comma-separated subset of the Actors above) and APIFY_MCP_URL (full endpoint override).

Tests run against an in-memory mock server, with no network and no token: npm test. Requires Node.js 18+.

Python (uvx/pip)

A matching Python version of this server lives in python/, built on the official mcp Python SDK: same tools, same APIFY_TOKEN, same hosted endpoint. Requires Python 3.10+.

json
{  "mcpServers": {    "sports-betting-stats": {      "command": "uvx",      "args": ["sports-betting-stats-mcp"],      "env": { "APIFY_TOKEN": "YOUR_APIFY_TOKEN" }    }  }}

Or with pip: pip install sports-betting-stats-mcp, then run sports-betting-stats-mcp. Python tests: cd python && pip install -e ".[test]" && env -u APIFY_TOKEN python -m pytest.

See also

Registry

Official MCP Registry name: io.github.GeminiGeorge22/sports-betting-stats-mcp

License

MIT, for this documentation, config and the proxy server code in src/. Each Actor belongs to its publisher.

來源：README.md，提交 92e0c9f

工具

8

publicrecords--sports-odds-api

Sports Odds API: BetRivers, Unibet, Paf, Svenska Spel, ATG

Sports Odds API: BetRivers, Unibet, Paf, Svenska Spel, ATG. Live odds from 24 Kambi-powered sportsbooks in one call: BetRivers (12 US states + Ontario), Unibet (7 countries), Paf, Svenska Spel and ATG. One row per game with every book's price and the best price per outcome. When to use: Use when you need current pre-match or live prices for a game or league from Kambi-powered books (BetRivers, Unibet, Paf, Svenska Spel, ATG) and want to compare books or find the best price per outcome. Not for DraftKings/FanDuel or historical odds. Returns: the run's dataset rows as structured JSON (one row per result), plus the run and dataset IDs for paging the full dataset. Behavior: starts one run of the Apify Actor "publicrecords/sports-odds-api" through Apify's hosted MCP gateway (mcp.apify.com) with your own APIFY_TOKEN; the run uses your Apify account. Read-only: it only reads public web data and changes nothing on the source site. Docs: https://apify.com/publicrecords/sports-odds-api

輸入參數leaguesmarketsmaxEventsoperatorsincludeLivestartsWithinHoursproxyConfiguration

scrapemint--sports-odds-scraper

Sports Odds Scraper: DraftKings, Pinnacle & Bovada

Sports Odds Scraper: DraftKings, Pinnacle & Bovada. Sports betting odds from DraftKings, Pinnacle and Bovada on one line per game, with the best price per outcome and arbitrage. Moneyline, spread and totals for NFL, NBA, WNBA, MLB, NHL, UFC, college and soccer. American or decimal. Keyless, no login, no browser. When to use: Use when you need DraftKings, Pinnacle or Bovada moneyline, spread and total lines for US leagues, UFC or soccer, side by side with the best price per outcome. Returns: the run's dataset rows as structured JSON (one row per result), plus the run and dataset IDs for paging the full dataset. Behavior: starts one run of the Apify Actor "scrapemint/sports-odds-scraper" through Apify's hosted MCP gateway (mcp.apify.com) with your own APIFY_TOKEN; the run uses your Apify account. Read-only: it only reads public web data and changes nothing on the source site. Docs: https://apify.com/scrapemint/sports-odds-scraper

輸入參數booksdedupesportsmarketseventUrlsminArbPctoddsFormatconcurrencylookAheadHoursminBestEdgePcttotalMaxEventscomputeArbitrage另有 4 個

zen-studio--prizepicks-player-props

PrizePicks Player Props Scraper - Real-Time Lines

PrizePicks Player Props Scraper - Real-Time Lines. Extract real-time player prop lines from PrizePicks across 29 leagues. Get over/under lines, odds tiers, player stats, team matchups, and game schedules. NBA, MLB, NHL, Soccer, Tennis, and esports. Filter by league or player name. 51 fields per prop. JSON, CSV, Excel export. When to use: Use when the question is about player prop lines (over/under) on PrizePicks for a league, team or player. Returns: the run's dataset rows as structured JSON (one row per result), plus the run and dataset IDs for paging the full dataset. Behavior: starts one run of the Apify Actor "zen-studio/prizepicks-player-props" through Apify's hosted MCP gateway (mcp.apify.com) with your own APIFY_TOKEN; the run uses your Apify account. Read-only: it only reads public web data and changes nothing on the source site. Docs: https://apify.com/zen-studio/prizepicks-player-props

輸入參數teamsleaguesfeedbackoddsTiersstatTypeslistLeaguesplayerNamesextraLeagues

sports-odds-lab--football-odds-results

Soccer & Football Betting Odds: Historical & Closing Lines

Soccer & Football Betting Odds: Historical & Closing Lines. Soccer odds, football betting odds and football data API: Premier League, LaLiga, Serie A, Bundesliga, Champions League + 1,000 leagues. Up to 120 bookmakers: 1X2, over/under, BTTS, Asian handicap, opening & closing. Results, xG, shots, corners, scorers. History back to 2005. When to use: Use for soccer odds history, opening and closing lines, results and match stats (xG, shots, corners) going back to 2005, e.g. backtesting or closing-line value. Returns: the run's dataset rows as structured JSON (one row per result), plus the run and dataset IDs for paging the full dataset. Behavior: starts one run of the Apify Actor "sports-odds-lab/football-odds-results" through Apify's hosted MCP gateway (mcp.apify.com) with your own APIFY_TOKEN; the run uses your Apify account. Read-only: it only reads public web data and changes nothing on the source site. Docs: https://apify.com/sports-odds-lab/football-odds-results

輸入參數modeleaguesmarketsseasonsdaysBackstatusescountriesdaysAheadbookmakersmaxMatchesconcurrencyincludeOdds另有 12 個

hgservices--apify-actor-espn

ESPN Sports Scores & Schedules - NBA, NFL, MLB, NHL, MLS, EPL..

ESPN Sports Scores & Schedules - NBA, NFL, MLB, NHL, MLS, EPL... Get live scores, schedules, and game results from ESPN — covering NBA, NFL, MLB, NHL, MLS, EPL, NCAA, and more. Find the next game of any team. No API key needed. Filter by team, date, or status. Empty results explain why. When to use: Use when you need scores, schedules or final results for NBA, NFL, MLB, NHL, MLS, EPL, NCAA and other leagues, or a team's next game. Returns: the run's dataset rows as structured JSON (one row per result), plus the run and dataset IDs for paging the full dataset. Behavior: starts one run of the Apify Actor "hgservices/apify-actor-espn" through Apify's hosted MCP gateway (mcp.apify.com) with your own APIFY_TOKEN; the run uses your Apify account. Read-only: it only reads public web data and changes nothing on the source site. Docs: https://apify.com/hgservices/apify-actor-espn

輸入參數dateteamsendDateleagues必填dateMode必填liveOnlytimezonestartDategameStatusnetworkFilterhomeAwayFilterincludeNotices另有 2 個

constructive_calm--understat-football-analytics

Understat xG & Shot Data - Football Analytics

Understat xG & Shot Data - Football Analytics. Scrapes Understat: player/team season aggregates, per-match xG/PPDA/win-probabilities, shot-level data with x/y coords + xG, situation/formation/game-state breakdowns, player career histories, and fixtures across the Big 5 + RFPL (2014–2025). Multi-season + multi-league in a single run. When to use: Use for expected goals (xG), shot maps, PPDA and player or team season stats in the Big 5 European leagues and RFPL. Returns: the run's dataset rows as structured JSON (one row per result), plus the run and dataset IDs for paging the full dataset. Behavior: starts one run of the Apify Actor "constructive_calm/understat-football-analytics" through Apify's hosted MCP gateway (mcp.apify.com) with your own APIFY_TOKEN; the run uses your Apify account. Read-only: it only reads public web data and changes nothing on the source site. Docs: https://apify.com/constructive_calm/understat-football-analytics

輸入參數mode必填teamsdateEndleaguesseasonsmatchIdsdateStartplayerIdspositionsmaxCostUsdmaxResultsnLastMatches另有 3 個

jungle_synthesizer--equibase-us-horse-racing-scraper

Equibase Horse Racing Scraper - US Race Entries & Results

Equibase Horse Racing Scraper - US Race Entries & Results. Scrape US Thoroughbred horse racing data from Equibase.com — the official source for North American racing. Extract race entries (horses, jockeys, trainers, odds) and results (finish order, times, payouts) for any date and track. Ideal for handicappers and sports analytics. When to use: Use for US Thoroughbred race entries and results (horses, jockeys, trainers, morning-line odds, finish order, payouts) for a date and track. Returns: the run's dataset rows as structured JSON (one row per result), plus the run and dataset IDs for paging the full dataset. Behavior: starts one run of the Apify Actor "jungle_synthesizer/equibase-us-horse-racing-scraper" through Apify's hosted MCP gateway (mcp.apify.com) with your own APIFY_TOKEN; the run uses your Apify account. Read-only: it only reads public web data and changes nothing on the source site. Docs: https://apify.com/jungle_synthesizer/equibase-us-horse-racing-scraper

輸入參數dataModemaxItemsraceDateraceTypessp_contacttrackCodesfilliesMaresOnlymaxHorseProfilessp_intended_usageincludeHorseHistorysp_improvement_suggestions

congism--polymarket-kalshi-arb-finder

Polymarket + Kalshi Arbitrage Finder

Polymarket + Kalshi Arbitrage Finder. Scans both Polymarket and Kalshi for matching binary prediction markets and identifies price discrepancies where buying YES on one platform and NO on the other guarantees a risk-free profit. Returns ranked opportunities with trade details and return %. Now covers PredictIt too - see our Arb Scanner. When to use: Use when looking for price gaps between matching Polymarket and Kalshi binary markets. Returns: the run's dataset rows as structured JSON (one row per result), plus the run and dataset IDs for paging the full dataset. Behavior: starts one run of the Apify Actor "congism/polymarket-kalshi-arb-finder" through Apify's hosted MCP gateway (mcp.apify.com) with your own APIFY_TOKEN; the run uses your Apify account. Read-only: it only reads public web data and changes nothing on the source site. Docs: https://apify.com/congism/polymarket-kalshi-arb-finder

輸入參數minSpreadmaxResultskalshiEmailminLiquidityminReturnPctminVolume24hminSimilaritykalshiPassword

版本歷史

2
  1. v1.0.1最新Nov 4, 2026
  2. v1.0.0Nov 3, 2026

評分

已滿足適用檢查項的 100%

該評分衡量此收錄條目的完整程度，依據註冊中心條目、端點與公開來源計算得出。它不是對伺服器本身的評價，也不表示伺服器安全或目前可用：可連通性是帶日期的檢查結果，評分也不包含安裝量或使用者評價。

  • 近 30 天內可連通必需25 分
  • 已宣告認證方式必需10 分
  • 已列出工具15 分
  • 描述必需15 分
  • 圖示10 分
  • 文件15 分
  • 授權條款10 分

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