Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
Real-time sports betting data: odds, player props, edges and arbitrage from 35+ books and DFS apps.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
SPORTWIZZARD_API_KEY, Authorization标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"sportwizzard": {
"command": "npx",
"args": [
"-y",
"sportwizzard-mcp"
],
"env": {
"SPORTWIZZARD_API_KEY": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add --transport http sportwizzard https://mcp.sportwizzard.com/mcp --header 'Authorization: your-value'claude mcp add sportwizzard --env SPORTWIZZARD_API_KEY=your-value -- npx -y sportwizzard-mcp运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"sportwizzard": {
"url": "https://mcp.sportwizzard.com/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"sportwizzard": {
"command": "npx",
"args": [
"-y",
"sportwizzard-mcp"
],
"env": {
"SPORTWIZZARD_API_KEY": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"sportwizzard": {
"type": "http",
"url": "https://mcp.sportwizzard.com/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"sportwizzard": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"sportwizzard-mcp"
],
"env": {
"SPORTWIZZARD_API_KEY": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。
你的选择通过 Cookie 保存在这台设备上,无需账户。
Authorization 机密 必填 HTTP header这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
我们还没有读取这个服务器的工具列表;我们会轮流检查各个端点。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日
注册名称已通过域名 sportwizzard.com 验证(注册中心会核实域名所有权)
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
尚未检查;我们会轮流检查各个端点
尚未检查;我们会轮流检查各个端点
尚未检查;我们会在检查端点时读取工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
你需要填写:SPORTWIZZARD_API_KEY, Authorization
两种方式都可以:安装在你的电脑上,或者连接云端版本。
GitHub 仓库最后更新于–,最新版本(0.1.4)于4个月前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
同一分类中有:Spec Driven Development, Remote Desktop Commander, Master CSS
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间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.
Inspect Master CSS classes, generated CSS, and project stylesheets from your AI client.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
Query live sports-betting data — odds, player props, +EV edges, arbitrage, stats and reference data from 35+ sportsbooks and DFS apps — from any MCP-capable AI agent (Claude Code, Claude Desktop, Codex, Cursor, …).
20 read-only tools over the SportWizzard REST v1 API, available two ways: a hosted remote server (zero install) and a stdio server via npx. Get a free API key at https://sportwizzard.com/account (API Keys tab — no card required).
claude mcp add --transport http sportwizzard https://mcp.sportwizzard.com/mcp \
--header "Authorization: Bearer sw_live_your_api_key_here"
codex mcp add sportwizzard --transport http --url https://mcp.sportwizzard.com/mcp \
--header "Authorization: Bearer sw_live_your_api_key_here"
The hosted server is a thin proxy: your key is forwarded to the SportWizzard API, which enforces auth and rate limits. All 20 tools work on both transports. (download_snapshot on the hosted server returns a CDN download URL + a ready-to-run command your agent executes locally; on stdio it writes the file directly.)
Successful authenticated live tool calls send a best-effort account-usage receipt. The measurement request contains no tool arguments or result data. For hosted download_snapshot, a successful CDN HEAD check counts because the tool has verified that the returned download URL is reachable; a failed HEAD check does not count.
npx -y sportwizzard-mcp
Claude Code:
claude mcp add sportwizzard -e SPORTWIZZARD_API_KEY=sw_live_your_api_key_here -- npx -y sportwizzard-mcp
Claude Desktop (claude_desktop_config.json — macOS: ~/Library/Application Support/Claude/, Windows: %APPDATA%\Claude\):
{
"mcpServers": { "sportwizzard": { "command": "npx", "args": ["-y", "sportwizzard-mcp"], "env": { "SPORTWIZZARD_API_KEY": "sw_live_your_api_key_here" } } } }
Set SPORTWIZZARD_MOCK=1 to get canned sample responses — useful for wiring up an integration before you have a key.
| Env var | Default | Purpose |
|---|---|---|
SPORTWIZZARD_API_KEY | _(none)_ | Your API key, sent as X-Api-Key. |
SPORTWIZZARD_BASE_URL | https://api.sportwizzard.com | Override the API base URL. |
SPORTWIZZARD_MOCK | _(off)_ | 1 = canned sample data, no network. |
| Tool | What it does |
|---|---|
list_events / get_event | Events/fixtures with their participants — filter by competition, competitor, player, status, time; full detail incl. each side's score, the latest live state, weather, lineups, probable pitchers. |
get_event_stats | Box score: every player's stat line + competitor results for one event. |
get_odds / get_event_odds / get_player_odds / get_competitor_odds | Current prices, scoped by event, player, competitor, sportsbook, market, or competition. get_odds also takes scope: event (game markets), season (season-long futures), tournament (golf/tennis outrights); omit for all. |
get_edges | +EV edges vs. devigged fair market (competition, source, min_edge filters). |
get_arbitrage | Arbitrage opportunities with legs and stake fractions (two/three-way). |
list_players / list_competitors / get_player_stats / get_competitor_stats | Reference data and season/historical stats. |
get_player_game_logs | Bulk per-game stat rows — the model-training feed. |
download_snapshot | Save the full live board to disk (tens of MB gzip). include_history: true also populates every selection's selectionPrice rows (same schema; 5 credits flat vs 1). |
list_sportsbooks / list_competitions / list_markets / status | Discover source IDs, covered competitions and supported market types; check customer API availability. |
get_account_usage | Your plan tier, rate limit, and monthly usage. |
Every response uses the envelope { success, data, nextCursor, meta }; when nextCursor is present the tool appends a _paging hint so agents know to continue.
Events, edges and arbitrage rows list who takes part as participants, ordered by side:
| Event | participants |
|---|---|
| NBA: Hawks at Wizards | {side: 1, sideLabel: "home", position: 1, name: "Washington Wizards"}, {side: 2, sideLabel: "away", position: 1, name: "Atlanta Hawks"} |
| Tennis singles | {side: 1, position: 1, name: "Brandon Nakashima"}, {side: 2, position: 1, name: "Matteo Berrettini"} (no label: order is arbitrary, as in MMA and esports) |
| Tennis doubles | two players per side, position 1 and 2 |
| Golf | the whole field, {name} only, no sides |
get_event adds each side's final score and, when a source reported one, the latest live state ({status, period, clock, side1Score, side2Score, source, observedAt}).
Each odds row is one outcome of a selection:
side: 1 or 2, the event side the outcome is about; absent for totals, draws, "neither" and futures.outcomeCode: SportWizzard's fixed list: OVER, UNDER, YES, NO, WIN (a moneyline leg is WIN with its side), DRAW, NEITHER, WIN_OR_DRAW, EITHER, ODD, EVEN, SCORE (read side1Score/side2Score), RANGE, OTHER, LABEL (a categorical answer only the selection label explains).statType: the fixed stat list (points, rush_yards, …).outcomeParticipants: [{kind: "competitor" | "player", name}], names exactly as the sportsbook sent them. An outcome about a side with no name has none; read the event participant on that side.Markets carry phase (PRE or LIVE). With include_history, each selection's selectionPrice is a list of rows, oldest first, one per run of an unchanged price:
{"observedAt": "2026-11-03T12:31:02Z", "lastObservedAt": "2026-11-03T12:40:15Z", "priceAmerican": -110, "priceDecimal": 1.9091}
A row may also carry dfsMultiplier, suspended: true and, on exchanges, liquidityTier.
IDs depend on your key: with an API key on a paid plan, each participant and outcome participant also has competitorId (a team) or playerId (a person), and odds, edge and arbitrage rows carry playerId and source references. Without a key, or on the Free plan, you get names and sides. competitor_id and player_id filters match events where that competitor or player is a participant.
get_odds with scope=season returns season-long futures — division/conference/championship winners, award odds, team win totals, season leaders and full-season player props. Three orthogonal axes describe them:
SEASON or TOURNAMENT. Omitted entirely on ordinary game rows.REG_SEASON (settles at the end of the regular season) or FULL (runs through the playoffs).AFC_EAST, NL, SEC, … Present only when the market is segment-scoped, and load-bearing: all 32 NFL DIVISION_WINNER selections share one season-anchor eventId, so without segment they read as a single 32-team race instead of 8 divisions.Notes: winner/award markets are categorical (one YES selection per competitor, no side, usually no NO side); eventStartTime on a futures row is the season anchor / settlement date, not a kickoff; every book's futures for a competition share the same season eventId; and futures are deliberately excluded from get_edges / get_arbitrage (they never enter de-vig or edge math). Scope matching is exact — season does not include TOURNAMENT — and an invalid value returns HTTP 400 naming the valid ones.
git clone https://github.com/sportwizzard/sportwizzard-mcp.git
cd sportwizzard-mcp && npm install && npm run build SPORTWIZZARD_MOCK=1 node dist/index.js # or set SPORTWIZZARD_API_KEY
This README ships inside the npm package, so keep it free of internal hostnames, keys and private notes (the repository is public).
Layout. src/index.ts is the stdio entry (dist/index.js, the npm bin); src/httpServer.ts is the hosted Streamable HTTP entry (stateless, one request per POST; Host allow list and bearer-key handling); src/auth.ts validates the caller's key against the API, caches it and applies the per-key rate limit; src/tools.ts and src/server.ts define and register tools; src/client.ts is the REST client and src/mock.ts the SPORTWIZZARD_MOCK=1 data. tests/stdio-smoke.mjs and tests/http-smoke.mjs are end-to-end smokes against a loopback mock API (no credentials, no production calls).
Build and verify (the PR check, .github/workflows/ci.yml, runs the same pack-and-smoke plus a no-push container build):
npm ci --ignore-scripts && npm run build
release_dir="$(mktemp -d)" npm pack --ignore-scripts --pack-destination "$release_dir" npm install --prefix "$release_dir/consumer" --omit=dev --ignore-scripts --no-audit --no-fund "$release_dir"/*.tgz npm run smoke -- "$release_dir/consumer/node_modules/sportwizzard-mcp/dist/index.js" "$release_dir/smoke.json" "$release_dir"/*.tgz npm run smoke:http -- "$release_dir/consumer/node_modules/sportwizzard-mcp/dist/httpServer.js" "$release_dir/http-smoke.json" rm -rf "$release_dir"
The stdio smoke checks tools/list, get_odds scope=season forwarding and a snapshot download with history; the HTTP smoke checks /healthz, key rejection, the Host allow list, tools/list, key forwarding and a clean SIGTERM exit. Both prove transport and packaging, not live data quality.
Releasing.
publish-container.yml publishes a SHA-tagged GHCR image on every push to main. It deploys only when that digest is promoted in the Ops deployment/releases/api.yaml row, which owns placement, limits and credential references.version in package.json, run npm install --package-lock-only, sync server.json, merge to main, then run the manual Publish npm package workflow (publish-npm.yml). It builds once, smokes the packed tarball and publishes those exact bytes through npm trusted publishing (OIDC; no npm token). Publishing npm does not update the hosted container.Gotchas. Hosted runtime settings are MCP_HTTP_PORT (default 8091), MCP_ALLOWED_HOSTS, AUTH_CACHE_TTL_MS, RATE_LIMIT_PER_MIN, SPORTWIZZARD_SNAPSHOT_URL and SPORTWIZZARD_SNAPSHOT_HISTORY_URL, plus the customer settings above. download_snapshot writes a file on stdio but returns a CDN URL and a command on the hosted server. Never print or commit ~/.npmrc. Open work goes in GitHub issues in this repository.
MIT © SportWizzard LLC