sports-skills.sh

https://sports-skills.sh

Open-source agent skills for live sports data and prediction markets. Built for the Agent Skills spec. Works with sportsclaw, OpenClaw, Claude Code, Cursor, Copilot, Gemini CLI, and every major AI agent.

Zero API keys. Zero signup. Just works.

npx skills add machina-sports/sports-skills

Python package users:

pip install sports-skills

Includes all sports modules in the base package.

To upgrade to the latest version, run the same command with the --yes flag:

npx skills add machina-sports/sports-skills --yes

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What This Is

A collection of agent skills that wrap publicly available sports data sources and APIs. These skills don't provide proprietary data — they give AI agents a structured interface to data that's already freely accessible on the web:

• Football: ESPN, Understat, FPL, Transfermarkt — 21 commands across 13 leagues
• NFL: ESPN — scores, standings, rosters, schedules, game summaries, leaders, news
• NBA: ESPN + NBA CDN — real-time live scores, play-by-play, box scores, standings, rosters, schedules
• WNBA: ESPN — scores, standings, rosters, schedules, game summaries, leaders, news
• NHL: ESPN — scores, standings, rosters, schedules, game summaries, leaders, news
• MLB: ESPN — scores, standings, rosters, schedules, game summaries, leaders, news
• Tennis: ESPN — ATP and WTA tournament scores, rankings, calendars, player profiles, news
• College Football (CFB): ESPN — scores, standings, rosters, schedules, AP/Coaches rankings, news
• College Basketball (CBB): ESPN — scores, standings, rosters, schedules, AP/Coaches rankings, news
• Golf: ESPN — PGA Tour, LPGA, DP World Tour leaderboards, schedules, player profiles, news
• Volleyball: Nevobo — Dutch volleyball (Eredivisie, Topdivisie, Superdivisie) standings, schedules, results, clubs
• Formula 1: FastF1 open-source library — sessions, lap data, race results
• Prediction Markets: Kalshi and Polymarket public APIs — markets, prices, order books
• Sports News: RSS feeds and Google News — any public feed
• Metadata: TheSportsDB — team logos, player photos, stadium info (100+ leagues)

Each skill is a SKILL.md file that any compatible AI agent can load and use immediately. Data comes from third-party public sources and is subject to their respective terms of use.

Personal use only. These open-source skills rely on third-party public APIs and are intended for personal, non-commercial use. For commercial or production workloads with licensed data, SLAs, and enterprise support, see machina.gg.

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Available Skills

Sports Data

Skill	Sport	Commands	Data Sources
football-data	Football	21	ESPN, FPL, Understat, Transfermarkt
nfl-data	NFL	9	ESPN
nba-data	NBA	12	ESPN, NBA CDN
wnba-data	WNBA	9	ESPN
nhl-data	NHL	9	ESPN
mlb-data	MLB	9	ESPN
tennis-data	Tennis (ATP + WTA)	5	ESPN
cfb-data	College Football (CFB)	9	ESPN
cbb-data	College Basketball (CBB)	9	ESPN
golf-data	Golf (PGA/LPGA/DP World)	4	ESPN
volleyball-data	Volleyball (Dutch)	10	Nevobo
fastf1	Formula 1	6	FastF1 (free library)
sports-news	Multi-sport	2	Any RSS feed, Google News
metadata	Multi-sport	5	TheSportsDB (free API)

Prediction Markets

Skill	Platform	Commands	Coverage
kalshi	Kalshi	12+	Soccer, Basketball, Baseball, Tennis, NFL, Hockey
polymarket	Polymarket	10	NFL, NBA, MLB, Soccer, Tennis, Cricket, MMA, Esports

Football Data Coverage

Competition	League	Live Scores	Standings	Player Stats	xG	Transfers
Premier League	England	Yes	Yes	Yes	Yes	Yes
La Liga	Spain	Yes	Yes	Yes	Yes	Yes
Bundesliga	Germany	Yes	Yes	Yes	Yes	Yes
Serie A	Italy	Yes	Yes	Yes	Yes	Yes
Ligue 1	France	Yes	Yes	Yes	Yes	Yes
Champions League	Europe	Yes	Yes	Yes	-	-
FIFA World Cup	International	Yes	Yes	Yes	-	-
Championship	England	Yes	Yes	Yes	-	Yes
Eredivisie	Netherlands	Yes	Yes	Yes	-	Yes
Primeira Liga	Portugal	Yes	Yes	Yes	-	Yes
Serie A Brazil	Brazil	Yes	Yes	Yes	-	Yes
MLS	USA	Yes	Yes	Yes	-	Yes
European Championship	Europe	Yes	Yes	Yes	-	-

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Quick Start

Install a skill

npx skills add machina-sports/sports-skills

Use with your AI agent

Once installed, your agent can call commands directly:

Get today's matches:

"Show me all Premier League matches today"

Get NFL scores:

"What are today's NFL scores?"

Get NBA standings:

"Show me the current NBA standings"

Get WNBA roster:

"Show me the Las Vegas Aces roster"

Get NHL scores:

"What are today's NHL scores?"
Get MLB scores:
"What are today's MLB scores?"

Get ATP rankings:

"Show me the current ATP tennis rankings"
Get college football rankings:
"Show me the AP Top 25 college football rankings"
Get college basketball scores:
"What are today's college basketball scores?"
Get PGA leaderboard:
"What's the PGA Tour leaderboard right now?"

Get Dutch volleyball standings:

"Show me the Eredivisie volleyball standings"

Check prediction market odds:

"What are the Polymarket odds for the Champions League final?"

Get F1 race results:

"Show me the lap data from the last Monaco Grand Prix"

Install Individual Skills

Pick the sports you need. Each skill installs independently.

Sports Data

Skill	Sport	Install	Link
football-data	Football (Soccer)	npx skills add machina-sports/sports-skills@football-data	skills.sh
nfl-data	NFL	npx skills add machina-sports/sports-skills@nfl-data	skills.sh
nba-data	NBA	npx skills add machina-sports/sports-skills@nba-data	skills.sh
wnba-data	WNBA	npx skills add machina-sports/sports-skills@wnba-data	skills.sh
nhl-data	NHL	npx skills add machina-sports/sports-skills@nhl-data	skills.sh
mlb-data	MLB	npx skills add machina-sports/sports-skills@mlb-data	skills.sh
tennis-data	Tennis (ATP + WTA)	npx skills add machina-sports/sports-skills@tennis-data	skills.sh
cfb-data	College Football	npx skills add machina-sports/sports-skills@cfb-data	skills.sh
cbb-data	College Basketball	npx skills add machina-sports/sports-skills@cbb-data	skills.sh
golf-data	Golf (PGA/LPGA/DP World)	npx skills add machina-sports/sports-skills@golf-data	skills.sh
volleyball-data	Volleyball (Dutch)	npx skills add machina-sports/sports-skills@volleyball-data	skills.sh
fastf1	Formula 1	npx skills add machina-sports/sports-skills@fastf1	skills.sh
sports-news	Multi-sport News	npx skills add machina-sports/sports-skills@sports-news	skills.sh

Prediction Markets

Skill	Platform	Install	Link
kalshi	Kalshi (CFTC-regulated)	npx skills add machina-sports/sports-skills@kalshi	skills.sh
polymarket	Polymarket	npx skills add machina-sports/sports-skills@polymarket	skills.sh

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Skills Reference

football-data

Community football data skill. Aggregates publicly accessible web sources (ESPN, Understat, FPL, Transfermarkt). Data is sourced from these third-party sites and is subject to their respective terms of use.

Commands:

Command	Description
get_competitions	List all 12 supported competitions
get_current_season	Detect current season for a competition
get_season_schedule	All fixtures for a season
get_daily_schedule	All matches across competitions for a date
get_season_standings	League table (home/away/total)
get_season_leaders	Top scorers, assist leaders, card leaders
get_season_teams	All teams in a season
search_team	Fuzzy search for a team by name across all leagues
get_team_profile	Team info, crest, venue
get_team_schedule	Upcoming and recent matches for a team
get_head_to_head	H2H history between two teams (unavailable)
get_event_summary	Match summary with scores
get_event_lineups	Starting lineups and formations
get_event_statistics	Team-level match stats (possession, shots, passes)
get_event_timeline	Goals, cards, substitutions, VAR decisions
get_event_xg	Expected goals with shot maps
get_event_players_statistics	Individual player match stats
get_missing_players	Injured and suspended players
get_player_profile	Biography, career stats, market value
get_season_transfers	Transfer history
get_competition_seasons	Available seasons for a competition

nfl-data

NFL data via ESPN public endpoints. Scores, standings, rosters, schedules, game summaries, and more.

Command	Description
get_scoreboard	Live/recent NFL scores
get_standings	Standings by conference and division
get_teams	All 32 NFL teams
get_team_roster	Full roster for a team
get_team_schedule	Schedule for a specific team
get_game_summary	Detailed box score and scoring plays
get_leaders	Statistical leaders (passing, rushing, receiving)
get_news	NFL news articles
get_schedule	Season schedule by week

nba-data

NBA data via ESPN public endpoints. Scores, standings, rosters, schedules, game summaries, and more.

Command	Description
get_scoreboard	Live/recent NBA scores
get_standings	Standings by conference
get_teams	All 30 NBA teams
get_team_roster	Full roster for a team
get_team_schedule	Schedule for a specific team
get_game_summary	Detailed box score and scoring plays
get_leaders	Statistical leaders (points, rebounds, assists)
get_news	NBA news articles
get_schedule	Schedule for a date

wnba-data

WNBA data via ESPN public endpoints. Scores, standings, rosters, schedules, game summaries, and more.

Command	Description
get_scoreboard	Live/recent WNBA scores
get_standings	Standings by conference
get_teams	All WNBA teams
get_team_roster	Full roster for a team
get_team_schedule	Schedule for a specific team
get_game_summary	Detailed box score and scoring plays
get_leaders	Statistical leaders (points, rebounds, assists)
get_news	WNBA news articles
get_schedule	Schedule for a date

nhl-data

NHL data via ESPN public endpoints. Scores, standings, rosters, schedules, game summaries, and more.

Command	Description
get_scoreboard	Live/recent NHL scores
get_standings	Standings by conference and division
get_teams	All 32 NHL teams
get_team_roster	Full roster for a team
get_team_schedule	Schedule for a specific team
get_game_summary	Detailed box score and scoring plays
get_leaders	Statistical leaders (goals, assists, points)
get_news	NHL news articles

mlb-data

MLB data via ESPN public endpoints. Scores, standings, rosters, schedules, game summaries, and more.

Command	Description
get_scoreboard	Live/recent MLB scores
get_standings	Standings by league and division
get_teams	All 30 MLB teams
get_team_roster	Full roster for a team
get_team_schedule	Schedule for a specific team
get_game_summary	Detailed box score and scoring plays
get_leaders	Statistical leaders (batting avg, home runs, ERA)
get_news	MLB news articles
get_schedule	Schedule for a date

tennis-data

ATP and WTA tennis data via ESPN public endpoints. Tournament scores, rankings, calendars, player profiles, and news.

Command	Description
get_scoreboard	Active tournaments with current matches
get_calendar	Full season tournament schedule
get_rankings	Current ATP or WTA rankings
get_player_info	Individual player profile
get_news	Tennis news articles

cfb-data

College Football (CFB) data via ESPN public endpoints. 750+ FBS teams with AP/Coaches/CFP rankings.

Command	Description
get_scoreboard	Live/recent college football scores
get_standings	Standings by conference
get_teams	All 750+ FBS teams
get_team_roster	Full roster for a team
get_team_schedule	Schedule for a specific team
get_game_summary	Detailed box score and scoring plays
get_rankings	AP Top 25, Coaches Poll, CFP rankings
get_news	College football news articles
get_schedule	Schedule by week and conference

cbb-data

College Basketball (CBB) data via ESPN public endpoints. 360+ D1 teams with AP/Coaches rankings and March Madness.

Command	Description
get_scoreboard	Live/recent college basketball scores
get_standings	Standings by conference
get_teams	All 360+ D1 teams
get_team_roster	Full roster for a team
get_team_schedule	Schedule for a specific team
get_game_summary	Detailed box score and player stats
get_rankings	AP Top 25, Coaches Poll
get_news	College basketball news articles
get_schedule	Schedule by date and conference

golf-data

PGA Tour, LPGA, and DP World Tour golf data via ESPN public endpoints. Tournament leaderboards, season schedules, golfer profiles, and news.

Command	Description
get_leaderboard	Current tournament leaderboard with all golfer scores
get_schedule	Full season tournament schedule
get_player_info	Individual golfer profile
get_news	Golf news articles

volleyball-data

Dutch volleyball data via the Nevobo (Nederlandse Volleybalbond) open API. Covers Eredivisie, Topdivisie, Superdivisie, and 6,400+ lower-division poules.

Command	Description
get_competitions	List all available competitions and leagues
get_standings	League table (rank, team, matches, points)
get_schedule	Upcoming matches (teams, venue, date)
get_results	Match results (score, set-by-set scores)
get_clubs	List volleyball clubs (name, city, province)
get_club_schedule	Club's upcoming matches across all teams
get_club_results	Club's results across all teams
get_poules	Browse Nevobo poules (lower divisions discovery)
get_tournaments	Tournament calendar
get_news	Federation news

fastf1

Formula 1 data via the FastF1 open-source library.

Command	Description
get_session_data	Session metadata (practice, qualifying, race)
get_driver_info	Driver details or full grid
get_team_info	Team details or all teams
get_race_schedule	Full calendar for a year
get_lap_data	Lap times, sectors, tire data
get_race_results	Final classification and fastest laps

kalshi

Kalshi's official public API. No API key needed for read-only market data.

Command	Description
get_series_list	All series filtered by sport tag
get_series	Single series details
get_markets	Markets with bid/ask/volume/open interest
get_market	Single market details
get_events	Events with pagination
get_event	Single event details
get_trades	Trade history
get_market_candlesticks	OHLCV price data (1min/1hr/1day)
get_sports_filters	Sports-specific filters and competitions
get_exchange_status	Exchange active/trading status
get_exchange_schedule	Exchange operating schedule

polymarket

Polymarket's official public APIs (Gamma + CLOB). No API key needed for read-only data.

Command	Description
get_sports_markets	Active sports markets with type filtering
get_sports_events	Sports events by series/league
get_series	All series (NBA, NFL, MLB leagues)
get_market_details	Single market by ID or slug
get_event_details	Single event with nested markets
get_market_prices	Real-time midpoint, bid, ask from CLOB
get_order_book	Full order book with spread calculation
get_sports_market_types	58+ market types (moneyline, spreads, totals, props)
search_markets	Full-text search across markets
get_price_history	Historical price data (1d, 1w, 1m, max)
get_last_trade_price	Most recent trade price

sports-news

RSS feed aggregation for sports news.

Command	Description
fetch_feed	Full feed with metadata and entries
fetch_items	Filtered items (date range, language, country)

Supports any RSS/Atom feed URL and Google News queries.
If you pass query without url, it automatically uses Google News.

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Architecture

sports-skills.sh
├── skills/                            # SKILL.md files (agent instructions)
│   ├── football-data/SKILL.md         # 21 commands, 13 leagues
│   ├── nfl-data/SKILL.md             # NFL scores, standings, rosters
│   ├── nba-data/SKILL.md             # NBA scores, standings, rosters
│   ├── wnba-data/SKILL.md            # WNBA scores, standings, rosters
│   ├── nhl-data/SKILL.md             # NHL scores, standings, rosters
│   ├── mlb-data/SKILL.md             # MLB scores, standings, rosters
│   ├── tennis-data/SKILL.md          # ATP + WTA tennis
│   ├── cfb-data/SKILL.md             # College football scores, rankings
│   ├── cbb-data/SKILL.md             # College basketball scores, rankings
│   ├── golf-data/SKILL.md            # Golf leaderboards, schedules, profiles
│   ├── volleyball-data/SKILL.md      # Dutch volleyball standings, results, clubs
│   ├── fastf1/SKILL.md               # F1 sessions, laps, results
│   ├── kalshi/SKILL.md               # Prediction markets (CFTC)
│   ├── polymarket/SKILL.md           # Prediction markets (crypto)
│   └── sports-news/SKILL.md          # RSS + Google News
├── src/sports_skills/                 # Python runtime (used by skills)
├── site/                              # Landing page (sports-skills.sh)
├── LICENSE
└── README.md

Each skill follows the Agent Skills specification:

---
name: football-data
description: |
  Football (soccer) data across 13 leagues — standings, schedules, match stats, xG, transfers, player profiles.
  Use when: user asks about football/soccer standings, fixtures, match stats, xG, lineups, transfers, or injury news.
license: MIT
metadata:
  author: machina-sports
  version: "0.1.0"
---

# Football Data

Instructions for the AI agent...

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Compatibility

Works with every agent that supports the SKILL.md format:

• sportsclaw
• Claude Code
• OpenClaw (clawdbot / moltbot)
• Cursor
• GitHub Copilot
• VS Code Copilot
• Gemini CLI
• Windsurf
• OpenCode
• Kiro
• Roo
• Trae

---

Coming Soon

Licensed data skills — coming soon via Machina Sports:

Provider	Coverage	Status
Sportradar	1,200+ competitions, real-time feeds	Coming Soon
Stats Perform (Opta)	Advanced analytics, event-level data	Coming Soon
API-Football	900+ leagues, live scores, odds	Coming Soon
Data Sports Group	US sports, player props, projections	Coming Soon

These will ship as additional skills that drop in alongside the open-source ones. Same interface, same JSON envelope — just licensed data underneath. Built for commercial and production use with proper data licensing, SLAs, and enterprise support.

For early access or enterprise needs, see machina.gg.

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Contributing

We're actively expanding to cover more sports and data sources — and always looking for contributions. Whether it's a new sport, a new league, a better data source, or improvements to existing skills, PRs are welcome.

1. Fork the repo
2. Create a skill in skills/<your-skill>/SKILL.md
3. Follow the SKILL.md spec (YAML frontmatter + Markdown instructions)
4. Open a PR

See the existing SKILL.md files and the Agent Skills spec for format details.

Join the Machina Sports Discord to discuss ideas, get help, or coordinate on new skills.

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Data Sources & Disclaimer

This project does not own, license, or redistribute any sports data. Each skill is a thin wrapper that accesses publicly available third-party sources on behalf of the user.

Source	Access Method	Official API
ESPN	Public web endpoints	No — undocumented, may change without notice
Understat	Public web data	No — community access, subject to their ToS
FPL	Public API	Semi-official — widely used by the community
Transfermarkt	Public web data	No — subject to their ToS
openfootball	Open-source dataset	Yes — football.json (CC0/Public Domain)
FastF1	Open-source library	Yes — FastF1 (MIT)
Kalshi	Official public API	Yes — Trade API v2
Polymarket	Official public APIs	Yes — Gamma + CLOB
Nevobo	Official public API	Yes — Nevobo API (open, unauthenticated)
RSS / Google News	Standard RSS protocol	Yes — RSS is designed for syndication

Important:

• This project is intended for personal, educational, and research use.
• You are responsible for complying with each data source's terms of service.
• Data from unofficial sources (ESPN, Understat, Transfermarkt) may break without notice if those sites change their structure.
• For commercial or production use with properly licensed data, see machina.gg.
• This project is not affiliated with or endorsed by any of the data sources listed above.

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Acknowledgments

This project is built on top of great open-source work and public APIs:

• ESPN — for keeping their web endpoints accessible. Powers 11 of our 15 skills: Football (13 leagues), NFL, NBA, WNBA, NHL, MLB, Tennis, College Football, College Basketball, and Golf.
• Nevobo — the Nederlandse Volleybalbond, for their open API providing Dutch volleyball data across the full pyramid (6,400+ poules, 1,737 clubs).
• Fantasy Premier League — for their community API powering injury news, player stats, ownership data, and ICT index for Premier League players.
• Transfermarkt — for player market values, transfer history, and the richest player data in football.
• Understat — for xG data across the top 5 European leagues.
• openfootball — open public domain football data (CC0). Used as a fallback for schedules, standings, and team lists when ESPN is unavailable. Covers 10 leagues.
• FastF1 — the backbone of our Formula 1 skill. Thanks to theOehrly and contributors.
• feedparser — reliable RSS/Atom parsing for the news skill.
• Kalshi and Polymarket — for their public market data APIs.
• skills.sh — the open agent skills directory and CLI.
• Agent Skills — the open spec that makes skills interoperable across agents.

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License

MIT — applies to the skill code and wrappers in this repository. Does not grant any rights to the underlying third-party data.

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Built by Machina Sports. The Operating System for sports AI.