tennis-data

ATP and WTA tennis data via ESPN public endpoints — tournament scores, season calendars, player rankings, player profiles, and news. Zero config, no API keys. Use when: user asks about tennis scores, match results, tournament draws, ATP/WTA rankings, tennis player info, or tennis news. Don't use when: user asks about other sports — use football-data (soccer), nfl-data (NFL), nba-data (NBA), wnba-data (WNBA), nhl-data (NHL), mlb-data (MLB), golf-data (golf), cfb-data (college football), cbb-data (college basketball), or fastf1 (F1). For betting odds use polymarket or kalshi. For news use sports-news. Don't use for live point-by-point data — scores update after each set/match.

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Install skill "tennis-data" with this command: npx skills add machina-sports/sports-skills/machina-sports-sports-skills-tennis-data

Tennis Data (ATP + WTA)

Before writing queries, consult references/api-reference.md for endpoints, ID conventions, and data shapes.

Quick Start

Prefer the CLI — it avoids Python import path issues:

sports-skills tennis get_scoreboard --tour=atp
sports-skills tennis get_rankings --tour=wta
sports-skills tennis get_calendar --tour=atp --year=2026

CRITICAL: Before Any Query

CRITICAL: Before calling any data endpoint, verify:

  • The tour parameter is specified (atp or wta) — there is no default.
  • Year is derived from the system prompt's currentDate — never hardcoded.

The tour Parameter

Most commands require --tour=atp or --tour=wta:

  • ATP: Men's professional tennis tour
  • WTA: Women's professional tennis tour

If the user doesn't specify, ask which tour or show both by calling the command twice.

Commands

CommandDescription
get_scoreboardLive/recent tournament scores for a tour
get_rankingsATP or WTA player rankings
get_calendarFull season tournament calendar
get_player_infoIndividual tennis player profile

See references/api-reference.md for full parameter lists and return shapes.

Workflows

Live Tournament Check

  1. get_scoreboard --tour=<atp|wta>
  2. Present current matches by round.
  3. For player info, use get_player_info --player_id=<id>.

Rankings Lookup

  1. get_rankings --tour=<atp|wta> --limit=20
  2. Present rankings with points and trend.

Season Calendar

  1. get_calendar --tour=<atp|wta> --year=<year>
  2. Filter for specific tournament.

Examples

Example 1: Live matches User says: "What ATP matches are happening right now?" Actions:

  1. Call get_scoreboard(tour="atp") Result: Current tournament matches organized by round with scores and status

Example 2: Women's rankings User says: "Show me the WTA rankings" Actions:

  1. Call get_rankings(tour="wta", limit=20) Result: Top 20 WTA players with rank, name, points, and trend

Example 3: Upcoming Grand Slam date User says: "When is the French Open this year?" Actions:

  1. Derive year from currentDate
  2. Call get_calendar(tour="atp", year=<derived_year>)
  3. Search results for "Roland Garros" (the French Open's official name) Result: French Open dates, location (Paris), and surface (clay)

Commands that DO NOT exist — never call these

  • get_matches — does not exist. Use get_scoreboard for current match scores.
  • get_draw — does not exist. Tournament draw data is not available via this API.
  • get_head_to_head — does not exist. Head-to-head records are not available via this API.
  • get_standings — does not exist. Tennis uses get_rankings, not standings.

If a command is not listed in the Commands table above, it does not exist.

Troubleshooting

Error: get_scoreboard returns no matches Cause: Tennis tournaments run specific weeks; no tournament may be scheduled this week Solution: Call get_calendar(tour=...) to find when the next event is scheduled

Error: Rankings are empty Cause: Rankings update weekly on Mondays; there may be a brief update window Solution: The command auto-retries previous weeks. If still empty, retry in a few minutes

Error: Player profile fails Cause: Player ID is incorrect Solution: Use get_rankings to find player IDs from the current rankings list, or verify via ESPN tennis URLs

Error: Scores seem delayed or don't update live Cause: Scores update after each set/match is completed, not point-by-point Solution: This is expected behavior. Refresh get_scoreboard periodically for updated set scores

Source Transparency

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