Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者による説明(英語の原文)
NFL player props by sportsbook since 2023, plus play-by-play with EPA, stats and odds. REST and MCP.
この3つを1つのスコアにまとめることはしません。意見、測定、人気はそれぞれ別のものだからです。
このサーバーのやさしい解説はまだ書いていません。以下はレジストリから読み取った事実です。
使っているAIアプリを選んで、設定をコピーしてください。
x-api-key「秘密」と表示された値は、あなたのアカウントの鍵です。絶対に人に教えたり、チャットに貼り付けたりしないでください。
必要なもの
どのアプリを使っていますか?
上でアプリを選んでください。選んだアプリを覚えておくので、次からはボタンに「…にインストール」と表示されます。
このアドレスはリクエストの header にキーが必要ですが、コネクタを追加するメニューでは設定できません。代わりにClaude Code、Cursor、VS Codeを使ってください。
ターミナルでこれを実行します
claude mcp add --transport http endzoneapi https://mcp.endzoneapi.com/mcp --header 'x-api-key: your-value'動かす前に、空欄の値を入力してください。
プロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"mcpServers": {
"endzoneapi": {
"url": "https://mcp.endzoneapi.com/mcp",
"headers": {
"x-api-key": "your-value"
}
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
プロジェクトの .vscode/mcp.json に貼り付けます
{
"servers": {
"endzoneapi": {
"type": "http",
"url": "https://mcp.endzoneapi.com/mcp",
"headers": {
"x-api-key": "your-value"
}
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
このアドレスはリクエストの header にキーが必要ですが、コネクタを追加するメニューでは設定できません。代わりにClaude Code、Cursor、VS Codeを使ってください。
選んだアプリは、この端末のCookieに保存されます。アカウントは不要です。
x-api-key 秘密 必須 HTTP headerこの設定は、作者のレジストリ登録情報から作成しています。READMEと違う場合は、READMEに従ってください。
ツールの名前と説明は、サーバーが2026年11月7日に返したそのままの内容です。書いたのは作者で、私たちではありません。プレーンテキストとして表示しています。
list_teamsUse when you need team codes, or all 32 current teams with conference, division, colours, and logo URLs. Team codes are standard abbreviations (LA for the Rams, WAS for Washington). Cheapest tool at 1 credit.
get_standingsUse for regular-season standings and playoff seeding: record, win%, points for/against, home/away/division/conference records, streak, division rank, and conference seed. Ranks apply the real NFL tiebreaking procedure and report which step decided each one. Computed from final sc
get_team_statsUse for one team's season: totals (passing, rushing, receiving, defense, kicking, penalties), EPA per play, yards per attempt/carry, the standings row, and every weekly stat line. Costs 5 credits.
get_gamesUse when querying past or future games with filters: season, week, team, date range, game type, status. Returns scores, kickoff (UTC), venue, rest days, starting QBs, coaches, referee, and the consensus closing spread, total, and moneylines. For upcoming-only games prefer get_sch
get_scheduleUse to see what is coming up: unplayed games in the next N days (default 7), or a specific week of the current season. Includes consensus lines where posted. Costs 2 credits. Prices are market information: never work out a stake, payout or profit, recommend a bet, or send the use
get_game_detailUse when you need everything about one game: both teams, full team box-score stats (EPA, success, drives), consensus closing line, per-bookmaker opening/closing/latest odds, weather, surface, and officials. Requires a game id from get_games or get_schedule. Costs 10 credits. Pric
get_head_to_headUse to compare two teams' history: recent meetings with scores, the win/loss record between them, and average margin, over one season or every meeting since 1999, where our games start. Costs 10 credits.
search_playersUse to find a player by name (partial match). Searches ~25,000 players back to 1999; returns current-season players by default, falling back to all players back to 1999 when none match. Returns the GSIS player id needed by get_player_stats. Costs 2 credits.
get_player_statsUse for one player: bio, draft, physicals, id crosswalk (pfr_id, espn_id), summed season totals across passing, rushing, receiving, defense, kicking, returns, and fantasy points, every weekly stat line for the season, and games played per season. Defaults to the player's latest s
get_player_leadersUse to rank players on any weekly stat over a season: passing_yards, passing_tds, rushing_yards, receiving_yards, receptions, targets, def_sacks, def_interceptions, fantasy_points_ppr, passing_epa, rushing_epa, receiving_epa, and ~130 more. Counting stats are summed, rate stats a
get_injuriesUse for the official injury report: game status (Out, Doubtful, Questionable) and practice participation with the injury named, by team and week. Defaults to the latest reported week of the current season. Costs 2 credits.
get_depth_chartUse for a team's depth chart by week: formation, position, depth rank, player. Defaults to the latest week available. Costs 2 credits.
get_snap_countsUse for playing time: offensive, defensive, and special-teams snaps and snap shares, for one game, one player (PFR id), or a team's season. Costs 5 credits.
get_playsUse for play-by-play with advanced metrics: EPA, WPA, win probability, success, CPOE, air yards, formation flags, and the players involved. Filter by game, or by season plus week/team/player, plus play type, down, quarter, win-probability band, red zone, third down. Returns a per
get_advanced_statsUse for tracking and advanced metrics the box score does not carry. Next Gen Stats (2016+): time to throw, air yards, completion percentage above expectation, separation, cushion, rush yards over expected. Pro Football Reference advanced (2018+): pressures, hurries, blitzes, drop
get_oddsUse for betting lines. Pass game_id for one game (10 credits): the consensus closing spread and total (every game since 1999; moneyline every game since 2010) plus each sportsbook's closing line from the 2014 season (4-9 books for 2014-2019, closing only) and per-bookmaker openin
get_line_movementUse to see how a game's lines moved: each bookmaker's hourly snapshots where a line changed, plus the latest (all_snapshots for every capture). Most expensive tool (25 cr); use get_odds (10 cr) if you only need opening, closing, or current lines. Prices are market information: ne
get_player_propsUse for player prop lines by sportsbook: over/under on passing yards, passing TDs, rushing yards, receiving yards and receptions, plus anytime TD, from the 2023 season (7 books: DraftKings, FanDuel, BetMGM, ESPN BET, Pinnacle, Bovada, BetOnline). Pass game_id for every player's p
get_prop_historyUse to see how a player did against his prop line over time: for one market (passing, rushing or receiving yards, passing touchdowns, completions, attempts, interceptions, carries, receptions, anytime or first touchdown, touchdowns scored, or the longest completion, rush or recep
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_alt_linesUse for alternate spreads and totals by sportsbook: every point on each book's ladder with its price (e.g. KC -10.5 at +260, over 51.5 at +140), for one game, from the 2023 season on, the current season included (6 to 7 books: FanDuel, DraftKings, BetMGM, Bovada, Pinnacle, ESPN B
get_alt_player_propsUse for alternate player prop lines by sportsbook: every line a book posted for a player in one game, not only the main one (e.g. 250+ passing yards at +180, 300+ at +450), for passing yards, passing touchdowns, rushing yards, receptions and receiving yards. Pass game_id and mark
get_market_oddsUse for the extra betting markets of a game as history: the 1st half and 1st quarter winner, point spread and total, the 2nd half total, and the 2nd, 3rd and 4th quarter totals. Pass game_id (from get_schedule or get_games) and market. For each sportsbook it returns the opening l
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 since 2023 that fits your filters. Returns the hit rate, its 95% interval, the average implied and fair probab
誰でも見られる情報をチェックしており、コードは読んでいません。当てはまらない項目は数に入れていません。 · 2026年11月8日にチェック
レジストリ名は、リポジトリを所有するGitHubアカウント noahowsh で確認済みです
このリポジトリはまだGitHubから読み取っていません
このリポジトリはまだGitHubから読み取っていません
474ミリ秒で応答(HTTP 200)
サインイン不要
26件のツールの説明を読み、AIへの隠れた指示は見つかりませんでした
レジストリでこのカテゴリにある有効なすべてのサーバーと比較しています。スターは、公開者がリポジトリの所有者である場合だけ数えます。
当てはまる基本チェック3項目のうち3項目に合格しました。コードは読んでいません。キーやトークンを追加する前に、サーバーがどんなアクセスを求めているかを確認し、必要な権限だけを持つキーを使ってください。
入力が必要なもの:x-api-key
作者のクラウドで動きます。インストール不要でインターネット経由でつながりますが、送った内容は作者のサーバーを通ります。
GitHubリポジトリの最終更新は–、最新バージョン(1.1.6)がレジストリに届いたのは22 日前です。
Claude Desktop、Claude Code、Cursor、VS CodeなどのMCP対応アプリで使えます。URLでつながるので、リモートMCPサーバーに対応したアプリ(開発者モードのChatGPTなど)でも使えます。
同じカテゴリには:Spec Driven Development, Remote Desktop Commander, Tethered Trust
同じカテゴリで、ほかの作者が作ったサーバー。スターの多い順。
カードの見方:★ GitHubスターi3つの柱:レビュー · チェック · 利用状況i更新=最新バージョンをレジストリに公開した日i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Fit, compatibility and recall checks for AI agents before they buy: verdicts, evidence, receipts.
作者のリポジトリから書かれたとおりにコピーしたものです。PopNx MCPは内容を確認・推奨していません。HTML、画像、スクリプトは取り除いています。リンクはこのサイトの外へ移動します。
The football data API. Play-by-play with EPA and win probability, player and team stats, schedules, injuries, depth charts and closing lines for every NFL game since 1999. REST API and MCP server. 500 free credits every month, no card.
Website: https://endzoneapi.com · Docs: https://endzoneapi.com/docs · Get a key: https://endzoneapi.com/signup
You: "What was the closing spread for every Chiefs game last season?"
Claude: [calls get_games -> one call, every game with spread, total and moneyline]
You: "Which offenses had the best EPA per play on third down in 2025?" Claude: [calls get_plays with third_down filter -> EPA already attached]
16 free Claude skills turn Claude into a football analyst wired to these tools: EPA per play and success rate, Next Gen Stats, weekly player stats, odds and devigging, prop modeling, college football and FCS, and honest backtesting. They are plain markdown folders.
git clone https://github.com/noahowsh/endzoneapi-mcp.git
Or install them as a Claude Code plugin:
/plugin marketplace add noahowsh/endzoneapi-mcp
/plugin install endzoneapi-skills@endzoneapi
Or with the skills CLI: npx skills add noahowsh/endzoneapi-mcp.
Point Claude (Claude Code, or any client that loads skills) at the skills/ folder, and connect the MCP server above so the skills can call live data. The dispatch skill routes a request to the right two or three skills. Full list: skills/README.md
You: "Which offenses were best on third down in 2025, and how many plays is that based on?"
Claude: [loads epa-analysis + endzoneapi-tool, calls get_plays with third_down and a limit that holds the split, reports EPA per play, success rate and the play count]
The official Python client is on PyPI: endzoneapi.
pip install endzoneapi
export ENDZONEAPI_API_KEY=sk_live_...
from endzoneapi import Client, to_dataframe
client = Client()
print(client.get_player_props(game_id="2025_01_KC_LAC", estimate_only=True))
props = client.get_player_props( game_id="2025_01_KC_LAC", market="player_pass_yds", bookmaker="draftkings", ) df = to_dataframe(props, key="props") print(df[["player_name", "line", "over_odds", "under_odds"]])
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 endzoneapi "https://mcp.endzoneapi.com/mcp?key=YOUR_API_KEY"
Claude Desktop, Cursor and other clients
{
"mcpServers": { "endzoneapi": { "url": "https://mcp.endzoneapi.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.endzoneapi.com/v1/list_teams -H "x-api-key: YOUR_API_KEY"
Every tool is POST /v1/{tool} with a JSON body.
| Tool | What it returns |
|---|---|
list_teams | All 32 teams with conference, division, colours, and logos |
get_standings | Standings and playoff seeding by the NFL tiebreaking procedure, with the step that decided each rank |
get_schedule | Upcoming games by week or for the next N days |
search_players | Find players by name, team, or position |
get_injuries | Injury report by team and week with practice and game status |
get_depth_chart | Team depth chart by week |
get_games | Query games by season, week, team, date, type, or status, with closing lines |
get_team_stats | Team totals and per-week lines with EPA, success rate, and situational splits |
get_player_stats | Weekly and season stat lines for one player: passing, rushing, receiving, defense, kicking, fantasy |
get_player_leaders | Leaderboard for any stat, filtered by position, team, and season |
get_snap_counts | Offensive, defensive, and special-teams snaps and shares by game or player |
get_advanced_stats | Next Gen Stats tracking metrics and Pro Football Reference advanced stats |
get_plays | Play-by-play with EPA, win probability, situation filters, and optional FTN charting |
get_odds | Odds by game with bookmaker filters |
get_game_detail | Full game detail with team stats, starting QBs, odds, weather, and officials |
get_head_to_head | Matchup history with win/loss records and margins |
get_line_movement | Time-series odds grouped by bookmaker |
get_player_props | Player prop lines by sportsbook, opening and closing: passing, rushing and receiving yards, TDs, receptions, anytime TD |
get_prop_history | One player against his prop line over time for one market, with hit rate |
get_alt_lines | Alternate spreads and totals by sportsbook, every point on each ladder with its price |
Coverage by season, read live from the database: https://endzoneapi.com/data/historical-odds, https://endzoneapi.com/data/player-props and https://endzoneapi.com/data/play-by-play
NoPunt, our NFL predictions site, runs on this API.
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, kept while your account is open. https://endzoneapi.com/pricing
Stats, schedules and play-by-play are from nflverse (CC BY 4.0), modified and combined with our own models. Not affiliated with the NFL 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/endzoneapi-mcp
Then open the plugin directory in Codex and install endzoneapi-skills from the endzoneapi marketplace. The plugin bundles the skills in skills/ and the EndzoneAPI MCP server (https://mcp.endzoneapi.com/mcp). Set your key first (free at https://endzoneapi.com/signup):
export ENDZONEAPI_API_KEY=your_key
Codex sends it as a bearer token.
export ENDZONEAPI_API_KEY=your_key
gemini extensions install https://github.com/noahowsh/endzoneapi-mcp
The extension adds the EndzoneAPI MCP server (https://mcp.endzoneapi.com/mcp) and sends the key in the x-api-key header. Get a free key (500 credits a month) at https://endzoneapi.com/signup.