Scores, stats, odds and prediction markets across 30+ leagues — packaged as agent skills and a Python SDK. Open source, zero API keys, one JSON envelope.
npx skills add machina-sports/sports-skillspip install sports-skillsEvery skill is a SKILL.md your agent loads on demand, backed by a Python SDK that answers in the same shape for every sport and every venue.
Scores, standings, play-by-play, odds and order books all come back as status, data and message — so one parser handles 24 modules.
$ sports-skills betting devig --odds="-150,+130" { "status": true, "data": { "vig_pct": 3.48, "outcomes": [ … ] }, "message": "Vig: 3.48% | Fair probs: 58.0%, 42.0%" }
Public feeds only — ESPN, official league APIs, nflverse, Understat and read-only market data. Nothing to configure.
Prices, order books and history from three venues, matched to real games — plus de-vig, edge, Kelly and arbitrage math.
Live scores come from ESPN; the US-sport skills add a second, deeper source — pitch-level MLB, NBA shot coordinates, NHL on-ice x/y and nflverse play-by-play.
Read-only unless the user asks. Every skill ships risk metadata in catalog.json; trading needs explicit approval.
Capture a run against live sources once, replay it offline forever — deterministic evals and regression tests.
# record once, then replay offline SPORTS_SKILLS_REPLAY=replay \ SPORTS_SKILLS_REPLAY_DIR=./replays \ sports-skills nba get_scoreboard
Opt football events into the Machina Sports Schema — JSON-LD on IPTC Sport Schema 1.1 with a provider-id crosswalk.
sports-skills football scores \
--date=2026-03-01 --canonical \
--observed-at=2026-03-01T22:05:00+00:00
Install everything with one command or pick only what your agent needs. Every page is generated from its SKILL.md.
Live prices, order books — and the math to read them.
Betting analysis — odds conversion, de-vigging, edge detection, Kelly criterion, arbitrage detection, parlay analysis, and line movement.
Kalshi prediction markets — events, series, markets, trades, and candlestick data.
Markets orchestration — connects ESPN live schedules with Kalshi and Polymarket prediction markets. Unified dashboards, odds comparison, entity search, and bet evaluation across platforms.
Polymarket sports prediction markets — read-only live odds, prices, order books, events, series, and market search.
High-risk Polymarket trading operations — configure wallet-backed CLOB access, place limit/market orders, cancel orders, and view account-specific orders/trades.
ProphetX betting exchange — public tournaments, events, markets, and exchange odds.
Top leagues worldwide with xG, Elo, transfers and forecasts.
Live layer plus deep analytics backends for the big five.
MLB data via ESPN public endpoints and the official MLB Stats API — scores, standings, rosters, schedules, game summaries, injuries, leaders, and news, plus an analytics backend: pitch-level velocity/spin/exit-velocity, career splits by stat group, league leaders, and schedules to 1901. Zero config, no API keys.
NBA data via ESPN public endpoints, the NBA live CDN, and NBA Stats (stats.nba.com) — scores, standings, rosters, schedules, game summaries, play-by-play, injuries, futures, depth charts, leaders, and news, plus an analytics backend: advanced ratings, per-shot court coordinates, career splits, and history to 1946. Zero config, no API keys.
NFL data via ESPN public endpoints plus an nflverse backend for schedules, weekly rosters, play-by-play, and normalized player/team stat tables. Zero config, no API keys.
NHL data via ESPN public endpoints and the official NHL API — scores, standings, rosters, schedules, game summaries, injuries, futures, leaders, and news, plus an analytics backend: play-by-play with on-ice coordinates, cross-league career rows, skater/goalie leaders, and history to 1917. Zero config, no API keys.
WNBA data via ESPN public endpoints — scores, standings, rosters, schedules, game summaries, play-by-play, win probability, injuries, transactions, futures, team/player stats, leaders, and news.
NCAA football, basketball, cross country and track.
College Basketball (CBB) data via ESPN public endpoints and the NCAA's official endpoints — scores, standings, rosters, schedules, game summaries, play-by-play, win probability, rankings, futures, team/player stats, and news for Division I men's basketball, plus official D2/D3 scoreboards, NCAA game detail, the March Madness bracket with live scores, and the schools index. Zero config, no API keys.
College Football (CFB) data via ESPN public endpoints and the NCAA's official endpoints — scores, standings, rosters, schedules, game summaries, play-by-play, rankings, injuries, futures, team/player stats, and news for FBS, plus official FCS scoreboards, NCAA game detail with drive context, and the schools index. Zero config, no API keys.
NCAA cross country and track & field athlete data via TFRRS (tfrrs.org) and news via The Stride Report.
Tennis, golf, F1, cricket, volleyball and esports.
Cricket data via ESPN public endpoints and Cricsheet open data — live-ish series scoreboards, standings, match summaries and news (ESPN), plus historical ball-by-ball, player stats, and player registry (Cricsheet, ODC-BY 1.0). Zero config, no API keys.
Esports data — Dota 2 (OpenDota) and League of Legends esports (Leaguepedia).
Formula 1 data — race schedules, results, lap timing, driver and team info. Powered by the FastF1 library. Covers F1 sessions, qualifying, practice, race results, sector times, tire strategy.
PGA Tour, LPGA, and DP World Tour golf data via ESPN public endpoints — tournament leaderboards, scorecards, season schedules, golfer profiles/overviews, and news. Zero config, no API keys.
ATP and WTA tennis data via ESPN public endpoints — tournament scores, season calendars, player rankings, player profiles, and news. Zero config, no API keys.
Dutch volleyball data (Eredivisie, Topdivisie, Superdivisie, and the full Dutch pyramid) via the Nevobo API. Standings, schedules, results, clubs, tournaments, and news. Zero config, no API keys.
Headlines, metadata, writing — and raw ESPN reference.
Raw reference for ESPN's undocumented public JSON endpoints, for a sport, league, or operation that no dedicated sports-skills skill covers, or when a developer explicitly asks to work with raw ESPN endpoints. Prompt-only: endpoint catalog, documented league slugs, observed response shapes, pitfalls, and stdlib fetch helpers. Output is provider-native ESPN JSON, not normalized or canonical data.
Sports metadata via TheSportsDB free API (key=3). Team logos and badges, player photos, stadium info, league info, and biographical data across 100+ leagues. No API key required, zero config.
Sports news via RSS/Atom feeds and Google News. Fetch headlines, search by query, filter by date. Covers football news, transfer rumors, match reports, and any sport via Google News.
Generates original sports journalism articles by consuming real-time data
Premium skills on the Machina platform.
Gateway to the Machina Sports premium platform — packaged agent workflows ("templates"),
Discover and use this skill for create, scaffold, update, validate, analyze, trace, debug, install, and maintain requests involving Machina agents, agent templates, workflows, connectors, prompts, mappings, documents, skills, and MCP-backed template installation.
Discover and use this skill for create, scaffold, update, validate, analyze, trace, debug, install, and maintain requests involving Machina agents, agent templates, workflows, connectors, prompts, mappings, documents, skills, and MCP-backed template installation.
World Cup data with optional hosted match context, forecasts and finished content through Machina's ZeroClick storefront.
Skills compose: your agent picks the data, the market prices and the math, then cites where every number came from. These are the patterns we see in public projects built on sports-skills.
Match the same game on Kalshi and Polymarket, line it up against the sportsbook and flag the gaps — read-only by default.
Scan today’s NFL games for Kalshi vs Polymarket gaps bigger than 3¢.
World Cup 2026 prediction pools and dashboards that blend fixtures, injuries and xG with market odds.
Who’s favored to top Group C, and does the market agree with the xG?
De-vig sportsbook lines, compare them to fair prices and size positions with Kelly — across leagues and props.
Is +145 on the Mets tonight a value bet against the Polymarket price?
Transfer radars, Telegram scouting bots and auto-written previews built on player profiles, market values and headlines.
Summarize this week’s transfer news and market values for Ajax’s midfield.
Runtime skills normalize the leagues they list. For everything else there is a raw endpoint reference — labelled as exactly that.
Python package and sports-skills CLI commands returning one JSON envelope, with record/replay for supported public reads. Use these first for the leagues they list. Prompt-only orchestration and premium skills are separate; not every catalog entry is a runtime module or replay-backed.
Reference-only, prompt-only: no CLI command or Python module. Endpoint docs, league slugs and observed response shapes for leagues without a dedicated skill, e.g. MMA, lacrosse, rugby, Australian football, NCAA volleyball, field hockey and water polo, NASCAR and IndyCar.
npx skills add machina-sports/sports-skills@espn-api
espn-api documents 106 league slugs across 17 sport sections. That is a reference inventory, not a count of integrated, normalized, canonical or live-tested leagues.
It returns raw provider-native ESPN JSON from undocumented endpoints that may change, is not record/replay-backed (its helpers exit when SPORTS_SKILLS_REPLAY is not off), and grants no commercial rights to ESPN data.
Open-source skills wrap public feeds for personal and educational use. Machina Pro runs the same agent workflows on licensed real-time data, official partnerships and production-grade SLAs.
MIT-licensed and released continuously — 74 releases since February 2026. Add a sport, a source or a fix: every skill is a SKILL.md plus a small Python module.
One command installs every skill. Ask in plain language — get structured, sourced sports data back.
npx skills add machina-sports/sports-skillspip install sports-skills