Machina Sports publishes agent skills for sports data and betting analysis, covering live scores, standings, play-by-play, player stats and news for NBA, cricket and other leagues, plus prediction-market data from Polymarket and Novig and esports results for Dota 2 and League of Legends. Their most popular work pairs read-only market data access with pure-Python tools for odds conversion, de-vigging, expected value, Kelly sizing and arbitrage detection.
Sports Skills
28 skills · 264 stars · MIT
Novig Novig exchange — public events, market catalog (outcomes, fees, void rules), and order books.
Analyze betting odds, edge, Kelly sizing and arbitrage in Python Convert odds, remove the vig, and size bets by edge across books and prediction markets.
Cbb Data College Basketball (CBB) data via ESPN public endpoints and the NCAA's official endpoints — score…
Cfb Data College Football (CFB) data via ESPN public endpoints and the NCAA's official endpoints — scores,…
Cricket Data Cricket data via ESPN public endpoints and Cricsheet open data — live-ish series scoreboards, sta…
Espn Api Raw reference for ESPN's undocumented public JSON endpoints, for a sport, league, or operation th…
Esports Esports data — Dota 2 (OpenDota) and League of Legends esports (Leaguepedia).
Fastf1 Formula 1 data — race schedules, results, lap timing, driver and team info.
Football Data Football (soccer) data across the world's major leagues — standings, schedules, match stats, xG,…
Golf Data PGA Tour, LPGA, and DP World Tour golf data via ESPN public endpoints — tournament leaderboards,…
Kalshi Kalshi prediction markets — events, series, markets, trades, and candlestick data.
Machina Gateway to the Machina Sports premium platform — packaged agent workflows ("templates"),
licensed…
Markets Markets orchestration — connects ESPN live schedules with Kalshi and Polymarket prediction markets.
Metadata Sports metadata via TheSportsDB free API (key=3).
Mlb Data MLB data via ESPN public endpoints and the official MLB Stats API — scores, standings, rosters, s…
Nba Data NBA data via ESPN public endpoints, the NBA live CDN, and NBA Stats (stats.nba.com) — scores, sta…
Nfl Data NFL data via ESPN public endpoints plus an nflverse backend for schedules, weekly rosters, play-b…
Nhl Data NHL data via ESPN public endpoints and the official NHL API — scores, standings, rosters, schedul…
Polymarket Polymarket sports prediction markets — read-only live odds, prices, order books, events, series,…
Polymarket Trading High-risk Polymarket trading operations — configure wallet-backed CLOB access, place limit/market…
Prophetx ProphetX betting exchange — public tournaments, events, markets, and exchange odds.
Sports News Sports news via RSS/Atom feeds and Google News.
Sports Reporter Generates original sports journalism articles by consuming real-time data
from the sports-skills…
Tennis Data ATP and WTA tennis data via ESPN public endpoints — tournament scores, season calendars, player r…
Volleyball Data Dutch volleyball data (Eredivisie, Topdivisie, Superdivisie, and the full Dutch pyramid) via the…
Wnba Data WNBA data via ESPN public endpoints — scores, standings, rosters, schedules, game summaries, play…
World Cup World Cup data with optional hosted match context, forecasts and finished content through Machina…
Xctf Data NCAA cross country and track & field athlete data via TFRRS (tfrrs.org) and news via The Stride R…