Goodreads MCP
Read-only MCP server for Goodreads (no API required): search, books, shelves, ratings
作者による説明(英語の原文)
Real-time sports betting data: odds, player props, edges and arbitrage from 35+ books and DFS apps.
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。
SPORTWIZZARD_API_KEY, Authorization「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。
Claude Desktop → Settings → Developer → Edit Config を開き、claude_desktop_config.json にこれを貼り付けます
{
"mcpServers": {
"sportwizzard": {
"command": "npx",
"args": [
"-y",
"sportwizzard-mcp"
],
"env": {
"SPORTWIZZARD_API_KEY": "your-value"
}
}
}
}ターミナルでこれを実行します
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": {
"sportwizzard": {
"url": "https://mcp.sportwizzard.com/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}プロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"mcpServers": {
"sportwizzard": {
"command": "npx",
"args": [
"-y",
"sportwizzard-mcp"
],
"env": {
"SPORTWIZZARD_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": {
"sportwizzard": {
"type": "http",
"url": "https://mcp.sportwizzard.com/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}プロジェクトの .vscode/mcp.json に貼り付けます
{
"servers": {
"sportwizzard": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"sportwizzard-mcp"
],
"env": {
"SPORTWIZZARD_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。
Authorization 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。
このサーバーのツール一覧はまだ読み取っていません。エンドポイントは順番にチェックしています。
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7日にチェック
レジストリ名はドメイン sportwizzard.com で確認済みです(レジストリがドメインの所有を確認しています)
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
まだチェックしていません。エンドポイントは順番にチェックしています
まだチェックしていません。エンドポイントは順番にチェックしています
まだチェックしていません。エンドポイントをチェックするときにツール一覧を読み取ります
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1項目のうち1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:SPORTWIZZARD_API_KEY, Authorization
どちらでも使えます。パソコンにインストールしても、クラウド版につないでもかまいません。
GitHubリポジトリの最終更新は–、最新バージョン(0.1.4)がレジストリに届いたのは4 か月前です。
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:Goodreads MCP, Anna's Archive and OpenAlex, Neural Cosmology
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
Read-only MCP server for Goodreads (no API required): search, books, shelves, ratings
Find books, papers and dissertations with Anna's Archive and OpenAlex, then download or read them.
Answers, essays, experiments and books on consciousness and cosmology: search, read, buy.
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。
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