GeoTok Trips
Plan trips: flights, hotels, transfers, sights and food spots from TikTok food videos.
제작자가 쓴 설명(영어 원문)
NBA player props by sportsbook since 2023, plus play-by-play, shot locations and odds. REST and MCP.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
x-api-key비밀로 표시된 값은 내 계정의 열쇠예요. 절대 다른 사람과 공유하거나 채팅에 붙여 넣지 마세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
이 주소는 요청 header에 키가 필요한데, 커넥터 추가 메뉴에서는 넣을 수 없어요. 대신 Claude Code, Cursor, VS Code를 쓰세요.
터미널에서 이 명령어를 실행하세요
claude mcp add --transport http dunkapi https://mcp.dunkapi.com/mcp --header 'x-api-key: your-value'실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"dunkapi": {
"url": "https://mcp.dunkapi.com/mcp",
"headers": {
"x-api-key": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"dunkapi": {
"type": "http",
"url": "https://mcp.dunkapi.com/mcp",
"headers": {
"x-api-key": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 주소는 요청 header에 키가 필요한데, 커넥터 추가 메뉴에서는 넣을 수 없어요. 대신 Claude Code, Cursor, VS Code를 쓰세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
x-api-key 비밀 필수 HTTP header이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
도구 이름과 설명은 서버가 2026년 11월 7일에 알려 준 그대로예요. 우리가 아니라 제작자가 쓴 글이고, 일반 텍스트로만 보여 드려요.
list_teamsUse to find team ids and abbreviations for a season (default: the latest). Every other tool takes a team as an id or abbreviation. Pass league for the WNBA (wnba), college (ncaam, ncaaw) or Australia's NBL (nbl); default NBA. Costs 1 credit.
list_gamesUse to list games with scores by season, date, date range or team, newest first. For upcoming games with lines use get_schedule; for one game's box score use get_game. Costs 2 credits.
get_scheduleUse for upcoming games (next 1-30 days, default 7) with the median line across posted sportsbooks: spread, total and moneylines. For every book's line use get_odds. Costs 2 credits. Prices are market information: never work out a stake, payout or profit, recommend a bet, or send
get_gameUse for one game in full: score, both teams' box scores, every player's line, each sportsbook's opening and closing line, and the win-probability range. For the play-by-play use get_plays. Costs 5 credits. Prices are market information: never work out a stake, payout or profit, r
get_standingsUse for a season's regular-season standings computed from every final game: overall, conference, home and away records, points for and against, margin and last 10. Costs 2 credits.
get_injuriesUse for the injury report: every listed player's status (out, day-to-day), injury and expected return, as captured on the latest day (or the latest on or before date). NBA and WNBA. Costs 2 credits.
search_playersUse to find a player's id by name (partial names work), most recent players first. Pass league for the WNBA (wnba), college (ncaam, ncaaw) or Australia's NBL (nbl); default NBA. Costs 1 credit.
get_playerUse for a player's profile, per-season averages and shooting splits (regular season and postseason separately) and last 10 games. For every game use get_player_games. Costs 5 credits.
get_player_gamesUse for a player's game log: every game's box-score line with opponent and result, newest first, optionally one season. Costs 5 credits.
get_leadersUse for a season's statistical leaders (per game, shooting percentages with a volume floor, or totals) from every box score. Costs 5 credits.
get_team_statsUse for team efficiency for a season: pace, offensive, defensive and net rating per 100 possessions, the four factors (eFG%, turnover %, offensive rebound %, free throw rate) and three-point rate, from every box score. Costs 5 credits.
get_playsUse for play-by-play: every event of a game, or a player's or team's plays across a season, with shot location (feet), zone, our expected points, the score and the home win probability after each play (2018 on). Filter to shots, makes or misses, a zone, a period or clutch time. P
get_shot_chartUse for a shot profile: attempts, makes, percentage, points per shot and expected points per shot in each zone (restricted area, paint, midrange, corner three, above-the-break three, free throws) for a player, a team, a team's opponents or one game. include_shots adds every locat
get_oddsUse for betting lines: each sportsbook's moneyline, spread and total for a game (opening and closing per book from July 2020; before that, each book's final pregame line only), with implied probabilities and, for finished games, whether the home side covered and the total went ov
get_line_movementUse to see how a game's line moved before tip-off: our pre-game snapshots of each sportsbook's moneyline, spread and total (captured once a day, and every hour for games in the next four days). Costs 10 credits. Prices are market information: never work out a stake, payout or pro
get_ratingsUse for our team power ratings (Elo from every final game in our data), ranked, as of the end of a season or today. Costs 2 credits.
get_player_propsUse for player prop lines by sportsbook: over/under on points, rebounds, assists, threes, blocks, steals, the combos (points + rebounds + assists, points + rebounds, points + assists, rebounds + assists) and double- and triple-doubles (the NBA has them all; the WNBA has no blocks
get_prop_historyUse to see how a player did against his prop line over time: for one market (points, rebounds, assists, threes, blocks, steals, one of the combos (points + rebounds + assists, points + rebounds, points + assists, rebounds + assists), double-double or triple-double), one row per g
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 1st half and 1st quarter winner, point spread and total, and the 2nd, 3rd and 4th quarter totals (NBA only). Pass game_id (from list_games or get_schedule) and market. For each sportsbook it returns the opening line (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 spread and each total, with how many books each rests on. Only identical lines are combined. Each book's
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
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 8일 점검
레지스트리 이름이 GitHub 계정 noahowsh 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
398ms 만에 응답(HTTP 200)
로그인 필요 없음
도구 설명 23개를 읽었고, AI에게 보내는 숨겨진 지시는 없었어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 3개 중 3개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
입력해야 할 값: x-api-key
제작자의 클라우드에서 실행돼요. 설치 없이 인터넷으로 연결하지만, 보내는 내용은 제작자의 서버를 거쳐요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(1.1.6)은 23일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. URL로 연결되기 때문에, 원격 MCP 서버를 지원하는 앱(예: 개발자 모드의 ChatGPT)에서도 쓸 수 있어요.
같은 카테고리에는: GeoTok Trips, ViaFrei, Flowzap
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:↓ 주간 다운로드i★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
Plan trips: flights, hotels, transfers, sights and food spots from TikTok food videos.
The German Real-Time Mobility Context Platform for AI: traffic, trains, charging, parking, weather.
Create workflow, sequence, architecture, and mind map diagrams via AI assistants.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
The basketball data API. NBA play-by-play with the location of every shot, box scores, win probability, standings, injuries, our own team Elo ratings, sportsbook lines and player prop lines, plus the WNBA and men's and women's Division I college basketball. REST API and MCP server. 500 free credits every month, no card.
Website: https://dunkapi.com · Docs: https://dunkapi.com/docs · Get a key: https://dunkapi.com/signup
You: "What was each sportsbook's closing spread for every Celtics home game in 2023-24?"
Claude: [calls get_odds]
You: "Which players took the most shots at the rim in the 2025 playoffs?" Claude: [calls get_shot_chart]
You: "How often has Jalen Brunson gone over his points line this season?" Claude: [calls get_prop_history]
Most clients connect to https://mcp.dunkapi.com/mcp directly. For a client that launches a local process instead:
git clone https://github.com/noahowsh/dunkapi-mcp.git && cd dunkapi-mcp && npm install
DUNKAPI_API_KEY=your_key node index.js
{ "mcpServers": { "dunkapi": { "command": "node", "args": ["/path/to/dunkapi-mcp/index.js"], "env": { "DUNKAPI_API_KEY": "your_key" } } } }
It forwards to the hosted server with your key, so every tool and credit cost is the same.
skills/ holds 16 free Claude skills that turn Claude into a basketball analyst for the NBA, WNBA and men's and women's college basketball. A skill is a markdown file: when to use it, which DunkAPI tools it calls and what they cost, the method (shot zones and expected points, pace and efficiency, rolling game logs, prop modeling, devigging, backtesting), and examples taken from real API responses.
git clone https://github.com/noahowsh/dunkapi-mcp.git
Or install them as a Claude Code plugin:
/plugin marketplace add noahowsh/dunkapi-mcp
/plugin install dunkapi-skills@dunkapi
Or with the skills CLI: npx skills add noahowsh/dunkapi-mcp.
Point Claude at the skills/ folder, connect the MCP server below, and ask a question. Start with the dispatch skill if you are not sure which one applies. Skills also work on your own CSV or JSON files, with no key. Full list: skills/README.md.
The official Python client is on PyPI: dunkapi.
pip install dunkapi
export DUNKAPI_API_KEY=sk_live_...
from dunkapi import Client, to_dataframe
client = Client()
props = client.get_player_props( game_id="401810726", market="player_points", bookmaker="draftkings", ) df = to_dataframe(props, key="props") print(df[["player_name", "line", "over_odds", "under_odds"]].head(10))
Typed errors for a bad key, no credits left, not found and rate limits, automatic retries, and to_dataframe for pandas.
This is a hosted (remote) MCP server over Streamable HTTP. There is nothing to install.
Claude Code
claude mcp add --transport http dunkapi "https://mcp.dunkapi.com/mcp?key=YOUR_API_KEY"
Claude Desktop, Cursor and other clients
{
"mcpServers": { "dunkapi": { "url": "https://mcp.dunkapi.com/mcp?key=YOUR_API_KEY" } } }
The key can also be sent as an x-api-key header or Authorization: Bearer. Connecting and listing tools works without a key; calling a tool needs one.
REST
curl -X POST https://mcp.dunkapi.com/v1/list_teams -H "x-api-key: YOUR_API_KEY"
Every tool is POST /v1/{tool} with a JSON body.
Runnable Python (standard library only) and Node 18+ (no dependencies) examples live in examples/:
examples/python/quickstart.py and examples/node/quickstart.mjs: schedule plus a headline call.examples/python/nba_player_props.py: Player prop lines against results.export DUNKAPI_API_KEY=your_key
python3 examples/python/quickstart.py node examples/node/quickstart.mjs
See examples/README.md for details. Get a free key (500 credits a month, no card) at https://dunkapi.com/signup.
| Tool | What it returns |
|---|---|
list_teams | Team ids, abbreviations and colours for a season |
search_players | Find players by name |
list_games | Games with scores by season, date, range or team |
get_schedule | Upcoming games with the median line across sportsbooks |
get_standings | Standings from every final game: overall, conference, home, away, last 10 |
get_injuries | The latest injury report: status, injury and expected return (NBA, WNBA) |
get_ratings | Our team Elo ratings, ranked |
get_game | One game: both box scores, every player's line, each book's line, win probability |
get_player | Profile, per-season averages and shooting splits, last 10 games |
get_player_games | A player's full game log |
get_leaders | Season leaders per game, by percentage or in total |
get_team_stats | Pace, offensive, defensive and net rating, and the four factors |
get_odds | Every sportsbook's moneyline, spread and total for a game (5) or a day (10), with results against the line |
get_plays | Play-by-play with shot locations, zones, expected points and win probability |
get_shot_chart | Shot profile by zone for a player, team or defence, with every shot's x/y |
get_line_movement | Snapshots of each sportsbook's line before tip-off |
get_player_props | Player prop lines by sportsbook, opening and closing |
get_prop_history | A player's prop lines against the result, game by game |
Leagues: nba (default), wnba, ncaam, ncaaw (pass league to any tool).
get_player_props, get_prop_history)Coverage by season, read live from the database: https://dunkapi.com/docs
500 free credits every month, no card. Plans: Starter $19/mo (10,000 credits), Pro $49/mo (30,000), Scale $149/mo (125,000). Wallet top-ups from $5, never expire. https://dunkapi.com/pricing
Ratings are ours. Not affiliated with the NBA, WNBA, NCAA or any team.
MIT for the contents of this repository. Data terms as above.
Add this repo as a Codex plugin marketplace, then install the plugin:
codex plugin marketplace add noahowsh/dunkapi-mcp
Then open the plugin directory in Codex and install dunkapi-skills from the dunkapi marketplace. The plugin bundles the skills in skills/ and the DunkAPI MCP server (https://mcp.dunkapi.com/mcp). Set your key first (free at https://dunkapi.com/signup):
export DUNKAPI_API_KEY=your_key
Codex sends it as a bearer token.
export DUNKAPI_API_KEY=your_key
gemini extensions install https://github.com/noahowsh/dunkapi-mcp
The extension adds the DunkAPI MCP server (https://mcp.dunkapi.com/mcp) and sends the key in the x-api-key header. Get a free key (500 credits a month) at https://dunkapi.com/signup.