Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Real-time sports betting data: odds, player props, edges and arbitrage from 35+ books and DFS apps.
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.
SPORTWIZZARD_API_KEY, AuthorizationValues 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.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"sportwizzard": {
"command": "npx",
"args": [
"-y",
"sportwizzard-mcp"
],
"env": {
"SPORTWIZZARD_API_KEY": "your-value"
}
}
}
}Run this in your 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-mcpFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"sportwizzard": {
"url": "https://mcp.sportwizzard.com/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"sportwizzard": {
"command": "npx",
"args": [
"-y",
"sportwizzard-mcp"
],
"env": {
"SPORTWIZZARD_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": {
"sportwizzard": {
"type": "http",
"url": "https://mcp.sportwizzard.com/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}Paste into .vscode/mcp.json in your project
{
"servers": {
"sportwizzard": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"sportwizzard-mcp"
],
"env": {
"SPORTWIZZARD_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.
Authorization secret required HTTP headerThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
We have not read this server’s tool list yet; we check endpoints in rotation.
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 7, 2026
The registry name was verified against the domain sportwizzard.com (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
You need to fill in: SPORTWIZZARD_API_KEY, Authorization
Either way works: install it on your computer or connect to the cloud version.
The GitHub repo last changed –, and the latest version (0.1.4) reached the registry 4 months 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, EmbeddedCI BenchPod
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
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Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
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