Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Descripción del creador (original en inglés)
Real-time sports betting data: odds, player props, edges and arbitrage from 35+ books and DFS apps.
Estos tres nunca se combinan en una sola puntuación: las opiniones, las mediciones y la popularidad son cosas distintas.
Todavía no escribimos un resumen sencillo para este. Abajo están los datos que leímos del registro.
Elige la app de IA que usas y copia la configuración.
SPORTWIZZARD_API_KEY, AuthorizationLos valores marcados como secretos son llaves de tu cuenta. Nunca los compartas ni los pegues en un chat.
Necesitas
¿Qué app usas?
Elige tu app arriba. La recordamos, así que la próxima vez el botón dirá “Instalar en …”.
Esta dirección necesita una clave en un header de la solicitud, y el menú para agregar conectores no puede ponerla. Usa Claude Code, Cursor o VS Code.
Abre Claude Desktop → Settings → Developer → Edit Config y pega esto en claude_desktop_config.json
{
"mcpServers": {
"sportwizzard": {
"command": "npx",
"args": [
"-y",
"sportwizzard-mcp"
],
"env": {
"SPORTWIZZARD_API_KEY": "your-value"
}
}
}
}Ejecuta esto en tu terminal
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-mcpCompleta los valores vacíos antes de ejecutarlo.
Pégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"sportwizzard": {
"url": "https://mcp.sportwizzard.com/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}Pégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"sportwizzard": {
"command": "npx",
"args": [
"-y",
"sportwizzard-mcp"
],
"env": {
"SPORTWIZZARD_API_KEY": "your-value"
}
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Pégalo en .vscode/mcp.json de tu proyecto
{
"servers": {
"sportwizzard": {
"type": "http",
"url": "https://mcp.sportwizzard.com/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}Pégalo en .vscode/mcp.json de tu proyecto
{
"servers": {
"sportwizzard": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"sportwizzard-mcp"
],
"env": {
"SPORTWIZZARD_API_KEY": "your-value"
}
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Esta dirección necesita una clave en un header de la solicitud, y el menú para agregar conectores no puede ponerla. Usa Claude Code, Cursor o VS Code.
Tu elección se guarda en una cookie en este dispositivo; no necesitas cuenta.
Authorization secreto obligatorio HTTP headerEsta configuración se genera a partir de la ficha del creador en el registro. Si el README dice otra cosa, sigue el README.
Todavía no hemos leído la lista de herramientas de este servidor; revisamos los endpoints por turnos.
Revisamos información que cualquiera puede ver; no hemos leído el código. Las revisiones que no aplican no se cuentan. · Revisado el 7 nov 2026
El nombre en el registro se verificó con el dominio sportwizzard.com (el registro comprueba quién es dueño del dominio)
Todavía no hemos leído este repo en GitHub
Todavía no hemos leído este repo en GitHub
Aún sin revisar; revisamos los endpoints por turnos
Aún sin revisar; revisamos los endpoints por turnos
Aún sin revisar; leemos la lista de herramientas cuando revisamos el endpoint
Comparado con todos los servidores activos de esta categoría en el registro. Las estrellas solo cuentan cuando quien lo publica es dueño del repo.
Superó 1 de 1 revisiones básicas aplicables. No hemos leído el código. Antes de agregar una clave o un token, revisa qué acceso pide el servidor y usa una clave que tenga solo los permisos que necesitas.
Debes completar: SPORTWIZZARD_API_KEY, Authorization
Funciona de las dos formas: instálalo en tu computadora o conéctate a la versión en la nube.
El repo de GitHub cambió por última vez –, y la última versión (0.1.4) llegó al registro hace 4 meses.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. Se conecta por URL, así que también funcionan las apps que aceptan servidores MCP remotos, como ChatGPT en modo desarrollador.
En la misma categoría: Spec Driven Development, Remote Desktop Commander, FlyDocs
Servidores de la misma categoría hechos por otros creadores, ordenados por estrellas.
Cómo leer una tarjeta:★ Estrellas de GitHubiTres pilares: reseñas · revisiones · usoiActualizado = fecha en que se publicó la última versión en el registroi
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.
Spec-driven development workflow: your agent works issues, sessions and the status lifecycle.
Copiado tal cual del repo del creador. PopNx MCP no lo ha revisado ni lo respalda. Se quitaron HTML, imágenes y scripts. Los enlaces llevan fuera de este sitio.
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