プロトタイプ · プレビュー版:公式レジストリのすべてのサーバーを掲載し、30分ごとに同期しています。レビューとアカウント機能は今後のステップで始まります。
PopNx MCPAIを使う人のためのMCPサーバー · やさしい言葉で解説

ParlayAPI

作者:JacobiusMakesバージョン 0.3.8i★ –iパソコンでもクラウドでも
レジストリ名io.github.JacobiusMakes/parlayapi

インストール

概要

作者による説明(英語の原文)

Sports odds, player props and source coverage for AI assistants. Connect with your own API key.

PopNx MCPの3つの柱

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。

できること

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。

  • 接続方法: パソコンでもクラウドでも
  • トランスポート: stdio, Streamable HTTP
  • カテゴリ: ゲーム・スポーツ・料理・学習
  • 入力が必要なもの:PARLAYAPI_KEY, Authorization

インストール

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。

インストールの前に

「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

  • クラウドで動くインストール不要。インターネット経由でつながります
  • PyPIPythonのuvのインストール(uvxコマンドに必要)

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。

または、パソコンで動かす

Claude Desktop → Settings → Developer → Edit Config を開き、claude_desktop_config.json にこれを貼り付けます

{
  "mcpServers": {
    "parlayapi": {
      "command": "uvx",
      "args": [
        "parlayapi-mcp"
      ],
      "env": {
        "PARLAYAPI_KEY": "your-value"
      }
    }
  }
}

ターミナルでこれを実行します

claude mcp add --transport http parlayapi https://parlay-api.com/mcp/http --header 'Authorization: your-value'

または、パソコンで動かす

claude mcp add parlayapi --env PARLAYAPI_KEY=your-value -- uvx parlayapi-mcp

動かす前に、空欄の値を入力してください。

Cursorで開く

または、設定を自分でコピーする

プロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます

{
  "mcpServers": {
    "parlayapi": {
      "url": "https://parlay-api.com/mcp/http",
      "headers": {
        "Authorization": "your-value"
      }
    }
  }
}

または、パソコンで動かす

Cursorで開く

または、設定を自分でコピーする

プロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます

{
  "mcpServers": {
    "parlayapi": {
      "command": "uvx",
      "args": [
        "parlayapi-mcp"
      ],
      "env": {
        "PARLAYAPI_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。

VS Codeで開く

または、設定を自分でコピーする

プロジェクトの .vscode/mcp.json に貼り付けます

{
  "servers": {
    "parlayapi": {
      "type": "http",
      "url": "https://parlay-api.com/mcp/http",
      "headers": {
        "Authorization": "your-value"
      }
    }
  }
}

または、パソコンで動かす

VS Codeで開く

または、設定を自分でコピーする

プロジェクトの .vscode/mcp.json に貼り付けます

{
  "servers": {
    "parlayapi": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "parlayapi-mcp"
      ],
      "env": {
        "PARLAYAPI_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。

自分で入力する値

  • PARLAYAPI_KEY 秘密 env
    Your ParlayAPI key. Optional for public discovery and pricing; required for account data and full odds access.
  • Authorization 秘密 HTTP header
    Bearer . Optional for public discovery and pricing; use your own key for account data and full odds access.

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。

できること

ツールの名前と説明は、サーバーが2026年11月8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。

  • parlayapi_signup

    Create a free-tier ParlayAPI account for the given email. Returns the API key, a magic-login URL the user can click to access their dashboard, and a Stripe upgrade URL. Idempotent: if the email already has an account, returns exists=true with the login URL only (the existing API

  • parlayapi_checkout_link

    Request an owner-authenticated checkout URL or an email-link flow. A configured key is forwarded for the backend to verify account ownership. With no matching key, the backend returns an email-flow acknowledgement rather than a checkout URL. That response does not confirm email d

  • parlayapi_magic_link

    Email a magic-login link for an existing ParlayAPI account. Always returns ok=true regardless of whether the email exists, to prevent account enumeration. The user receives the link by email.

  • parlayapi_get_pricing

    Return the current public pricing table. No API key required. Use this when an agent needs to explain which tier unlocks a workflow before sending a checkout link.

  • parlayapi_live_sports

    List currently active live sports on the retail /live surface. No API key required. Returns sport keys plus live event and book counts so agents can discover what is active right now.

  • parlayapi_live_search

    Search live teams, players, and sport keys. No API key required. Useful when the user asks for a team, player, or league by natural-language name and the agent needs the exact sport_key to call next.

  • parlayapi_live_command_center

    Return the public best-line command center payload. No API key required. Shows current games, participating books, and best available real prices on the /live dashboard preview. This is a discovery and demo surface, not a substitute for the paid odds endpoints.

  • parlayapi_source_quality

    Return public per-source freshness and quality metadata. No API key required. Use this to prove that rows are flowing from each source before choosing books for a customer workflow.

  • parlayapi_book_coverage

    Return public per-book coverage gates. No API key required. This is the proof surface for whether each source survives freshness, normalization, database, REST-shape, and stream-shape checks.

  • parlayapi_list_sports

    List available sport keys. Use these in subsequent calls. Examples: baseball_mlb, basketball_nba, americanfootball_nfl, icehockey_nhl, soccer_epl, mma_ufc, esports_lol, table_tennis_*.

  • parlayapi_get_odds

    Get game-level odds for a sport from all configured bookmakers. Args: sport_key: e.g. "baseball_mlb", "soccer_epl" markets: Comma-separated. h2h, spreads, totals. regions: us, us2, uk, eu, fr, au, ca, mx, latam, br, asia. Comma-separated for multiple. bookmakers: Comma-separated

  • parlayapi_get_props

    Get player prop odds for a sport. Args: sport_key: e.g. "baseball_mlb", "basketball_nba" markets: Comma-separated prop market keys (optional). Examples: player_points, player_rebounds, player_strikeouts, player_passing_yards, player_total_bases. bookmakers: Comma-separated. Examp

  • parlayapi_best_line

    Find the best (highest) price for each outcome across bookmakers. Useful for line-shopping bots. Returns one row per game / market / side with the bookmaker offering the best price. Args: sport_key: e.g. "baseball_mlb" market: h2h | spreads | totals bookmakers: Restrict the searc

  • parlayapi_verdict

    Should I bet this? One-call verdict for a specific bet. Returns the no-vig fair price for the exact bet, the best available price and which book has it, how the user's price (if given) grades as EV, a line-shopping nudge, and a plain-English call: BET / LEAN / FAIR / PASS (or NO_

  • parlayapi_set_bettable_books

    Remember which books the user can bet at, so parlayapi_verdict scopes its best-price and shop recommendations to them automatically (no need to pass region/books every call). Call this once when a user tells you where they bet ("I'm in the US on DraftKings and FanDuel"). Pass reg

  • parlayapi_parlay_verdict

    Grade a multi-leg parlay: should you bet it, and at which book? Give 2 to 12 legs (each shaped like a parlayapi_verdict bet) and get the combined no-vig fair price, the single best BOOK to place the whole slip at (a real parlay is one slip, not best-of-each), the parlay's EV, the

  • parlayapi_best_bets

    What should I bet right now? Ranked +EV plays for a sport. The discovery counterpart to parlayapi_verdict: scans the whole board, grades every candidate with the same no-vig engine, keeps only bets that are +EV at a book the user can bet at, and ranks them by edge. Also returns e

  • parlayapi_account_info

    Get info about the API key currently in use: tier, credits remaining, billing period.

  • parlayapi_find_arbitrage

    Find cross-book arbitrage candidates from current quoted prices. Scans every event for quoted prices whose combined implied probability is under 100%. Results are candidates, not guaranteed executable profit: prices can move or be unavailable, and limits, latency, commissions, vo

  • parlayapi_find_ev

    Find positive-EV bets vs a sharp book's no-vig fair line. Compares every soft book's price against the no-vig fair probability derived from a sharp book (default Pinnacle); rows where a soft book offers better odds than the sharp fair price are +EV. Three-way soccer markets use a

  • parlayapi_consensus

    Get consensus (average) odds across all bookmakers per market. Returns average, best, and worst price per (event, market, player, line), a sharp baseline for line-shopping. Soccer and other 3-way markets return separate home, draw, and away consensus rows. Args: sport_key: e.g. "

  • parlayapi_find_middles

    Find cross-book middle opportunities. A middle takes the Over at a low line on one book and the Under at a higher line on another, so a window of whole numbers cashes BOTH bets (e.g. Over 7.5 at one book, Under 9.5 at another means 8 or 9 wins both). Scans game totals, spreads, A

基本チェックi

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9日にチェック

  • ✓ 合格

    作者とリポジトリが一致

    レジストリ名は、リポジトリを所有するGitHubアカウント JacobiusMakes で確認済みです

  • … 未チェック

    今もメンテナンスされている

    このリポジトリはまだGitHubから読み取っていません

  • … 未チェック

    ライセンスがある

    このリポジトリはまだGitHubから読み取っていません

  • ✓ 合格

    エンドポイントが応答する

    907ミリ秒で応答(HTTP 200)

  • – 対象外

    OAuthでサインイン

    サインイン不要

  • ✓ 合格

    ツールの説明に隠れた指示がない

    22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

ゲーム・スポーツ・料理・学習のほかのサーバーとの比較i

  • このカテゴリのほかの1316件のうち0%よりスターが多い
  • このカテゴリのほかの1316件のうち42%より最近レジストリに公開
  • 基本チェックの結果が、このカテゴリのほかの1316件のうち100%と同じかそれ以上

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。

よくある質問

ParlayAPIは安全ですか?

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。

どんなキーやコードが必要ですか?

入力が必要なもの:PARLAYAPI_KEY, Authorization

パソコンで動きますか、それともクラウドですか?

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。

今もメンテナンスされていますか?

GitHubリポジトリの最終更新は–、最新バージョン(0.3.8)がレジストリに届いたのは38 日前です。

どのアプリで使えますか?

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。

代わりに使えるものは?

同じカテゴリには:WilmAI, Librus Synergia, KitchenWatt (France)

代わりの候補

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:↓ 週あたりのダウンロードi★ 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

WilmAI

Finland's Wilma school system for parents and students: schedule, homework, exams and messages.

作者:aikarjal初期↓ 1652/週今日更新

パソコンで動く✓ wilm.ai

Librus Synergia

Librus Synergia school gradebook: grades, attendance, timetable, homework, messages.

作者:krzysztofbury初期↓ 458/週今日更新

パソコンで動く

KitchenWatt (France)

French food processor comparison: search, filter and compare KitchenWatt's catalogue.

作者:kitchenwatt.fr初期今日更新

クラウドで動く✓ kitchenwatt.fr

作者のREADME

READMEを開く

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。

parlayapi-mcp

mcp-name: io.github.JacobiusMakes/parlayapi

MCP server for ParlayAPI. Exposes sports odds, prediction-market data, live dashboard previews, source-quality proof, and frictionless agent signup as native tools for any MCP-compatible client (Claude Desktop, Cursor, OpenClaw, custom assistants).

Why use it

Without MCP, an agent that wants to use ParlayAPI has to:

  • Tell the user to go sign up via a browser
  • Wait for them to copy-paste the key
  • Construct HTTP requests by hand

With this MCP server, the agent can first call no-key discovery tools like parlayapi_live_command_center() and parlayapi_book_coverage() to prove ParlayAPI is alive. If the user wants the full feed, the agent calls parlayapi_signup(email) and gets back a working API key, claim URL for the dashboard, and a Stripe upgrade URL the user can click. Then it calls parlayapi_get_odds(), parlayapi_get_props(), etc. directly.

Install in Claude Desktop

Open the latest desktop release and download its asset ending in -directory.mcpb. The release notes identify the bundle version and validation performed. Open the downloaded file (double-click, or drag it onto Claude Desktop). Claude Desktop unpacks the bundle and runs the server with its managed uv runtime, so no terminal or Python setup is needed.

The 0.3.8 Python package source forwards an available account key for checkout ownership validation and distinguishes a checkout URL from an email-flow acknowledgement. An acknowledgement does not confirm email delivery. The separately pinned 0.3.6 desktop bundle does not include this checkout fix. Check the release page above for newer desktop bundles.

The API key field in the install dialog is optional. Leave it blank to start keyless: signup, pricing, live previews, source quality, and coverage tools work immediately, and the parlayapi_signup tool can create a free key (1,000 credits/mo, no card) without leaving the chat. Add the key later any time under Settings, Extensions, ParlayAPI.

The bundle source lives in mcpb/. Rebuild it with npx @anthropic-ai/mcpb pack mcpb/.

Install (manual, any MCP client)

# Start the stdio server (normally launched by your MCP client):

uvx --from parlayapi-mcp==0.3.8 parlayapi-mcp

Or install globally with pip:

pip install parlayapi-mcp==0.3.8

Configure your MCP client

Claude Desktop

Edit ~/Library/Application Support/Claude/claude_desktop_config.json on macOS (%APPDATA%\Claude\claude_desktop_config.json on Windows):

{

"mcpServers": { "parlayapi": { "command": "uvx", "args": ["parlayapi-mcp"], "env": { "PARLAYAPI_KEY": "your_key_here" } } } }

If you don't have a key yet, omit env entirely. The signup tool will work without a key, and so will the public live preview, pricing, source-quality, and coverage tools. Paid data tools will return an error telling you to set a key. After signup, paste your new key into env and restart Claude Desktop. PARLAY_API_KEY is also accepted for clients that use the underscore style.

Cursor

For the packaged integration, see Cursor plugin setup.

Add to .cursor/mcp.json:

{

"mcpServers": { "parlayapi": { "command": "uvx", "args": ["parlayapi-mcp"], "env": { "PARLAYAPI_KEY": "your_key_here" } } } }

OpenClaw

OpenClaw can save stdio MCP server definitions with openclaw mcp set. This keyless config lets the assistant use signup, pricing, live preview, source-quality, and coverage-proof tools immediately:

openclaw mcp set parlayapi '{"command":"uvx","args":["parlayapi-mcp"]}'

After the user signs up, add the API key for paid data tools:

openclaw mcp set parlayapi '{"command":"uvx","args":["parlayapi-mcp"],"env":{"PARLAYAPI_KEY":"your_key_here"}}'

Run locally with Docker

Build the stdio container from this repository:

docker build -t parlayapi-mcp:local .

docker run --rm -i --read-only --cap-drop=ALL --security-opt=no-new-privileges parlayapi-mcp:local

The process waits for MCP messages on stdin. It does not open a web server or make an API call just by starting. Connect it through an MCP client; do not use -t, which would allocate a terminal instead of the MCP stdio transport.

For account tools, configure your own PARLAYAPI_KEY in your MCP client's secret configuration and pass that environment variable into the container:

docker run --rm -i --read-only --cap-drop=ALL --security-opt=no-new-privileges -e PARLAYAPI_KEY parlayapi-mcp:local

No key is baked into the image. Each user should configure their own key and keep account responses within their own client. This container is not a shared community feed. The MIT software license grants no data distribution rights; applicable Terms and any written agreement govern API data use. These container defaults do not amend existing agreements.

Public discovery tools need no key. Account tools use your allowance; check current plans and limits. The existing tool set also includes account creation, checkout-link creation, login-link email and saved-book preferences. Approve those actions explicitly in your MCP client. Listing tools itself creates no account, sends no email and starts no checkout.

For private security reports, email support@parlay-api.com. Do not put API keys or account responses in public issues.

Tools exposed

ToolAuthPurpose
parlayapi_signupnoneCreate a free-tier account, return API key + claim URL + upgrade URL
parlayapi_checkout_linknoneStripe upgrade URL for any tier
parlayapi_magic_linknoneEmail a passwordless login link
parlayapi_get_pricingnoneCurrent public pricing and credit tiers
parlayapi_live_sportsnoneActive live sports, event counts, and book counts
parlayapi_live_searchnoneSearch live teams, players, and sport keys
parlayapi_live_command_centernonePublic best-line preview from /live
parlayapi_source_qualitynonePublic source freshness and quality metadata
parlayapi_book_coveragenonePublic per-book five-gate coverage proof
parlayapi_list_sportskeyAll available sport keys
parlayapi_get_oddskeyGame-level odds (h2h, spreads, totals) for a sport
parlayapi_get_propskeyPlayer prop odds for a sport
parlayapi_best_linekeyBest price per outcome across bookmakers
parlayapi_verdictkeyOne-call "should I bet this?": fair price vs market, best book you can bet at, plain-English BET/PASS call
parlayapi_set_bettable_bookskeyRemember the user's region/books so verdicts skip books they can't use
parlayapi_parlay_verdictkeyGrade a multi-leg parlay: combined fair price, best book to place it, EV, weakest leg, correlation warnings, payout
parlayapi_best_betskeyRanked +EV plays for a sport, scoped to books you can bet at, plus edge alerts
parlayapi_account_infokeyTier, credits remaining, billing period
parlayapi_find_arbitragekeyCross-book arbitrage candidates, 3-way (home/draw/away) markets included
parlayapi_find_evkeyPositive-EV bets vs a sharp book's no-vig fair line
parlayapi_consensuskeyConsensus (average) odds across all bookmakers per market
parlayapi_find_middleskeyCross-book middle opportunities

Resources

parlayapi://docs/quickstart - Python and JS code samples.

Local development

git clone https://github.com/JacobiusMakes/parlay-api-mcp

cd parlay-api-mcp pip install -e .

Run against the local API instead of production:

PARLAYAPI_BASE_URL=http://127.0.0.1:8080 \ PARLAYAPI_KEY=your_local_test_key \ parlayapi-mcp

Privacy Policy

This extension connects to ParlayAPI. See the ParlayAPI Privacy Policy.

License

MIT


Part of the ParlayAPI ecosystem: a real-time sports odds API with a free tier of 1,000 credits per month, no card required. Explore all the tools at github.com/JacobiusMakes.

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