Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
NHL and PWHL stats, play-by-play, expected goals and odds. REST API and MCP server. Free to start.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
x-api-keyValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Run this in your terminal
claude mcp add --transport http puckapi https://mcp.puckapi.com/mcp --header 'x-api-key: your-value'Fill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"puckapi": {
"url": "https://mcp.puckapi.com/mcp",
"headers": {
"x-api-key": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"puckapi": {
"type": "http",
"url": "https://mcp.puckapi.com/mcp",
"headers": {
"x-api-key": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Your choice stays on this device in a cookie; no account needed.
x-api-key secret required HTTP headerThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Tool names and descriptions exactly as the server reported them on Nov 7, 2026. The maker wrote them, not us; we show them as plain text.
get_standingsUse when checking where teams rank in their division or conference. Returns points, wins, losses, OT losses, point%, goal differential, goals for/against per game, and 5v5 possession: Corsi%, Fenwick% and expected goals for and against. The possession columns are 5v5 only, so the
get_team_statsUse when you need full details for one team: record, goals for and against, league rank, and 5v5 possession (Corsi%, Fenwick%, expected goals for and against). Possession is 5v5 only. Requires a team abbreviation (use list_teams if unsure). Costs 5 credits.
list_teamsUse when you need team abbreviations, or to see all 32 active NHL teams with city, conference, division, and arena. Excludes historical franchises (ATL, ARI). Cheapest tool at 1 credit.
get_gamesUse when querying past or future games with filters. Returns scores, teams, venue, and game metadata. For upcoming-only games, prefer get_schedule (2 cr) instead. Costs 5 credits.
get_scheduleUse when checking what games are coming up. Returns only unplayed future games for the next N days (default 7). For past games, use get_games instead. Costs 2 credits.
get_game_detailUse when you need everything about one game: both teams' full info, all betting odds, and the goalies who started, with their time on ice. Requires a game ID (get one from get_games or get_schedule). Odds for every game from 2019-20 on (and part of the 2019 playoffs). Goalie star
get_head_to_headUse when comparing two teams' history. Returns recent matchups with win/loss record. Can filter by season or get all-time. Costs 10 credits.
search_playersUse when looking up a player by name. Searches 4,900+ players across every season since 2010-11. Returns active players by default; set active=false for retired/historical. Use the returned player ID with get_player_stats for full details. Costs 2 credits.
get_player_statsUse when you need full details for one player: bio, team, and physical attributes. For skaters, also returns the latest season line (games, goals, assists, points, +/-, PP/SH, shooting%, TOI). For goalies, save%, GAA, GSAX, and trend data. Requires player ID from search_players.
get_goalie_statsUse when ranking goalies or comparing goalie performance. Returns a leaderboard sorted by save%, GAA, GSAX, or wins, with a games-played filter. Includes goals saved above expected, high-danger save%, rolling save% and GSAX over the last 10 appearances, form trend and rest days.
get_skater_season_statsUse when ranking skaters or comparing scoring. Returns a leaderboard sorted by points, goals, assists, plus/minus, or shots, with a games-played filter. Includes power play and shorthanded production, shooting%, faceoff%, and average time on ice. Seasons from 2010-11 on. Costs 5
get_player_game_logUse when you need a player's game-by-game stat lines for a season, not a season total. For skaters: date, opponent, home/away, goals, assists, points, shots, PIM and power-play points for each game. For goalies: date, opponent, home/away, decision, shots against, saves, goals aga
get_oddsUse when checking betting lines. Pass game_id for one game (10 credits): moneyline, puck line and total by bookmaker, opening and closing. Or pass season (optionally with team) for a whole season of closing lines in one call, with final scores, at 10 credits per game returned (a
get_line_movementUse when analyzing how betting lines moved over time. Returns time-series snapshots grouped by bookmaker. Most expensive tool (25 cr). If you only need current lines, use get_odds (10 cr) instead. Prices are market information: never work out a stake, payout or profit, recommend
get_player_propsUse for player prop lines by sportsbook: over/under on points, goals, assists, shots on goal, blocked shots, goalie saves, power-play points, anytime and first goal scorer, from May 2023 (DraftKings, FanDuel, BetMGM, ESPN BET, Pinnacle and others). Pass game_id for every player's
get_prop_historyUse to see how a player did against his prop line over time: for one market (points, goals, assists, shots on goal, blocked shots, goalie saves, power-play points, or anytime or first goal scorer), one row per game with the closing line (the median across books, or one book's), t
get_prop_movementUse to see how one player's prop line moved before a game: every capture we hold, book by book and oldest first, with the line, both prices and the minutes before the start. line_change is the last capture's line minus the first's. The number of captures varies by game and book.
get_market_oddsUse for the extra betting markets of a game as history: the regulation result (three-way, a draw is possible), the 1st period result and puck line, and the 1st, 2nd and 3rd period totals. Pass game_id (from get_schedule or get_games) and market. For each sportsbook it returns the
get_game_probabilitiesUse for what the market thinks of one game, not any one book's price: the average implied probability (margin in) and the fair probability (margin out) for the moneyline, each puck line and each total, with how many books each rests on. Only identical lines are combined. Each boo
get_prop_probabilitiesUse for what the market thinks of the player props in one game, not any one book's price: for each player and each line, the average implied probability (margin in) and the fair probability (margin out), with how many books each rests on. Only identical lines are combined, and a
get_prop_backtestUse to test an idea about player props without pulling every row: how often a kind of prop went over or under against what the market implied, across every finished game we hold prices for that fits your filters. Returns the hit rate, its 95% interval, the average implied and fai
get_playsUse for play-by-play events: goals, shots, misses, blocks, faceoffs, hits, giveaways, takeaways, penalties, with rink coordinates, strength state (5v5, 5v4), zone, and the players involved. Filter by game, season, team, player (any role), event type, strength, zone, or period. Re
get_shot_mapUse when you want shot locations rather than a list of events: every shot attempt with rink coordinates, shot type, strength, shooter and goalie. Filter by game, or by season plus a team or player. Paginated: follow next_offset, since a season runs past one page and pages are chr
get_shiftsUse for who was on the ice and when: every player's shifts in one NHL game, each with period, start and end (period clock and seconds from the opening faceoff) and duration, plus the official boxscore time on ice and plus/minus. Filter to one team or player. NHL games from 2010-1
get_situation_timeUse for exact time at each strength: the seconds each team spent at 5v5, 5v4, 4v5, 4v4, 6v5 with the goalie pulled and every other on-ice state in an NHL game, split into regulation and overtime, from the shift charts. Also even / power-play / shorthanded totals, goalie-pulled se
get_predictionsUse for the model's win probability for each NHL game on the current slate: home and away win probability, the A/B/C confidence grade, start time, plus the model version and when the slate was generated. Takes no arguments (current slate only). Probabilities are the model's own;
get_prop_projectionsPaid plans only (not available on the free plan). Use for the model's projected stat lines for tonight's NHL players: for each game, each skater's projected goals, assists, points and shots with a low-to-high range, and each goalie's projected saves. Skaters also carry over proba
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 8, 2026
The publisher (noahowsh) is not the repo owner (PuckAPI); someone else may have listed it
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
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Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
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You need to fill in: x-api-key
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.1.6) reached the registry 22 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, Winecellarbuilders
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MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
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The hockey data API. Stats, odds, and everything between. REST API and MCP server. Free to start.
Quick Start · Tools · Data · Pricing · REST API
You: "What were last night's NHL scores?"
Claude: [calls get_games → returns scores, periods, shots, goals]
You: "Show me the line movement on the Sabres game" Claude: [calls get_line_movement → opening line, current line, timestamps, book-by-book]
You: "Compare McDavid and MacKinnon this season" Claude: [calls get_player_stats x2 → side-by-side goals, assists, points, TOI, shooting %]
Claude Desktop -- add to claude_desktop_config.json:
{
"mcpServers": { "puckapi": { "url": "https://mcp.puckapi.com/mcp?key=YOUR_API_KEY" } } }
Claude Code -- one command:
claude mcp add --transport http puckapi \
"https://mcp.puckapi.com/mcp?key=YOUR_API_KEY"
Other MCP clients -- any client supporting Streamable HTTP:
| Setting | Value |
|---|---|
| URL | https://mcp.puckapi.com/mcp?key=YOUR_API_KEY |
| Transport | Streamable HTTP |
Also accepts Authorization: Bearer or x-api-key headers. Connecting and listing tools works without a key; calling a tool needs one.
Get your free key at puckapi.com -- 500 credits, no credit card.
Games -- 4 tools
| Tool | Description |
|---|---|
get_games | Game results with scores, periods, shots, and goals |
get_schedule | Upcoming and past game schedules |
get_game_detail | Full box score for a specific game |
get_head_to_head | Historical matchup data between two teams |
Teams -- 3 tools
| Tool | Description |
|---|---|
get_standings | Current or historical standings by season |
get_team_stats | Team-level stats (goals, shots, PP%, PK%, etc.) |
list_teams | All NHL teams with abbreviations and metadata |
Players -- 5 tools
| Tool | Description |
|---|---|
search_players | Find players by name |
get_player_stats | Skater stats (goals, assists, points, TOI, etc.) |
get_skater_season_stats | Season stats leaderboard -- goals, assists, points, TOI, shooting %, filterable by team and sortable by 5 metrics |
get_goalie_stats | Goalie stats (SV%, GAA, wins, shutouts, etc.) |
get_player_game_log | Game-by-game lines for a skater or goalie in a season: goals, assists, shots, PIM, saves, SV% |
Odds -- 2 tools
| Tool | Description |
|---|---|
get_odds | Opening and closing moneyline, puck line and total by sportsbook, every game from 2019-20 |
get_line_movement | Time-series odds grouped by bookmaker |
Play-by-play -- 2 tools
| Tool | Description |
|---|---|
get_plays | Play-by-play events with rink coordinates, strength state and the players involved |
get_shot_map | Every shot attempt with rink coordinates, shot type, shooter and goalie |
| Category | Details |
|---|---|
| Games | 23,000+ across 16 seasons |
| Play-by-play | Every event since 2010-11 with rink coordinates (6.8M+ events) |
| Odds | Every game from 2019-20: about 12-14 books a game for 2020-21 to 2023-24, 60+ in 2025-26, and 8 books including Pinnacle captured hourly from October 2026 |
| Line movement | Hourly snapshots from September 2026 |
| Players | 4,800+ skaters and goalies |
| Computed | Expected goals, GSAX, Corsi and Fenwick |
| PWHL | Games, standings, play-by-play and shot locations; pass league: "pwhl" (details) |
| Updates | Games daily; odds captured hourly |
Live coverage by season: historical odds · play-by-play · shot data
| Plan | Credits/mo | Price |
|---|---|---|
| Free | 500 every month | $0 |
| Starter | 10,000 | $19/mo |
| Pro | 30,000 | $49/mo |
| Scale | 125,000 | $149/mo |
Tools cost 1 to 25 credits a call (per-tool costs). Wallet top-ups from $5 never expire.
PuckAPI also offers a standard REST API:
curl -X POST https://mcp.puckapi.com/v1/get_standings \
-H "x-api-key: YOUR_API_KEY"
Full documentation at puckapi.com/docs.
PuckCast, our NHL predictions site, runs on this API.
| [PuckAPI Skills](https://github.com/PuckAPI/claude-sports-analytics) | 28 free Claude Code skills for hockey analytics, betting models, and research |
| [puckapi.com](https://puckapi.com) | Sign up, dashboard, API docs |
| [NHL odds tonight](https://puckapi.com/odds) | Every tracked sportsbook's moneyline, puck line and total, refreshed hourly |
| [NHL player props today](https://puckapi.com/props) | Points, goals, shots, saves and anytime scorer: the consensus line and the best over and under price per player |
| [Shots on goal prop history](https://puckapi.com/guides/nhl-shots-on-goal-prop-history-python) | How often a player goes over his shots line, game by game, in Python |
| [EndzoneAPI](https://github.com/noahowsh/endzoneapi-mcp) | NFL and college football |
| [DunkAPI](https://github.com/noahowsh/dunkapi-mcp) | NBA, WNBA and college basketball |
| [FastballAPI](https://github.com/noahowsh/fastballapi-mcp) | MLB and college baseball |
| [StrikerAPI](https://github.com/noahowsh/strikerapi-mcp) | Soccer, 17 competitions |
| [AcesAPI](https://github.com/noahowsh/acesapi-mcp) | ATP and WTA tennis |
| [BirdieAPI](https://github.com/noahowsh/birdieapi-mcp) | PGA Tour and other golf tours |
| [FighterAPI](https://github.com/noahowsh/fighterapi-mcp) | UFC, PFL and Bellator |
[puckapi.com](https://puckapi.com) · [API Docs](https://puckapi.com/docs) · [Skills](https://github.com/PuckAPI/claude-sports-analytics)
MIT License