Honcho
Memory that reasons: continual learning for stateful agents. Better context, fewer tokens.
作者提供的说明(英文原文)
Sports odds, player props and source coverage for AI assistants. Connect with your own API key.
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。
通过 4/4 项检查 · 你的提问会经过开发者的服务器(parlay-api.com)
第一步:你用哪个 AI?
选择你用的应用,步骤会显示在下方。
可连接 Claude · 约 5 分钟
需要 ParlayAPI 的密钥(在开发者网站注册,可能收费) · 在 claude.ai 或桌面应用设置一次,即可在聊天中使用 · 免费账户可添加 1 个
CustomizeConnectors
把这里的内容复制到 Claude 中同名的输入框,然后点击 Continue
ParlayAPIhttps://parlay-api.com/mcp/http在 Request headers 下添加这个名称和值
AuthorizationBearer <在这里粘贴你的密钥>只把密钥粘贴到应用的输入框里,不要粘贴到聊天中或发给任何人
Authentication 保持 Claude 检测到的设置,然后点击 Add
+ConnectorsParlayAPI
用 ParlayAPI 告诉我你能帮我做什么,然后做一件给我看✓ 如果 Claude 说正在使用 ParlayAPI,或回答中出现 ParlayAPI 的工具名称,就表示连接成功
菜单名称已于 2026年11月11日 对照 Anthropic 帮助页面核实 · 你的界面可能因版本略有不同
ChatGPT 暂时无法连接 ParlayAPI
ParlayAPI 连接时需要你自己的密钥,但 OpenAI 帮助页面只说明了 OAuth 登录,没有我们能核实的填密钥方式
A · 使用能连接 ParlayAPI 的应用
B · 游戏、体育、美食与学习 类中能连接 ChatGPT 的其他服务器
从同类中使用较多的里挑选,仅限用地址即可连接、无需密钥的
可连接 Claude Code · 约 5 分钟
需要 ParlayAPI 的密钥(在开发者网站注册,可能收费)
Mac:按 Command+空格,输入 Terminal · Windows:打开 PowerShell
claude mcp add --transport http parlayapi https://parlay-api.com/mcp/http --header 'Authorization: your-value'按 Enter 前,把“your-value”改成你的密钥
只把密钥粘贴到应用的输入框里,不要粘贴到聊天中或发给任何人
应能看到 ParlayAPI 在列表中并显示已连接
用 ParlayAPI 告诉我你能帮我做什么,然后做一件给我看✓ 如果 Claude Code 说正在使用 ParlayAPI,或回答中出现 ParlayAPI 的工具名称,就表示连接成功
菜单名称已于 2026年11月11日 对照 Anthropic 帮助页面核实 · 你的界面可能因版本略有不同
可连接 Cursor · 约 5 分钟
需要 ParlayAPI 的密钥(在开发者网站注册,可能收费)
在 ParlayAPI 的设置中,Authorization 还是空的,填入你的密钥并保存
只把密钥粘贴到应用的输入框里,不要粘贴到聊天中或发给任何人
用 ParlayAPI 告诉我你能帮我做什么,然后做一件给我看✓ 如果 Cursor 说正在使用 ParlayAPI,或回答中出现 ParlayAPI 的工具名称,就表示连接成功
菜单名称已于 2026年11月11日 对照 Cursor 帮助页面核实 · 你的界面可能因版本略有不同
可连接 VS Code · 约 5 分钟
需要 ParlayAPI 的密钥(在开发者网站注册,可能收费)
在 ParlayAPI 的设置中,Authorization 还是空的,填入你的密钥并保存
只把密钥粘贴到应用的输入框里,不要粘贴到聊天中或发给任何人
用 ParlayAPI 告诉我你能帮我做什么,然后做一件给我看✓ 如果 VS Code 说正在使用 ParlayAPI,或回答中出现 ParlayAPI 的工具名称,就表示连接成功
菜单名称已于 2026年11月11日 对照 VS Code 帮助页面核实 · 你的界面可能因版本略有不同
Claude Code
claude mcp add --transport http parlayapi https://parlay-api.com/mcp/http --header 'Authorization: your-value'Cursor (~/.cursor/mcp.json)
{
"mcpServers": {
"parlayapi": {
"url": "https://parlay-api.com/mcp/http",
"headers": {
"Authorization": "your-value"
}
}
}
}VS Code (mcp.json)
{
"servers": {
"parlayapi": {
"type": "http",
"url": "https://parlay-api.com/mcp/http",
"headers": {
"Authorization": "your-value"
}
}
}
}Claude Code
claude mcp add parlayapi --env PARLAYAPI_KEY=your-value -- uvx parlayapi-mcpClaude Desktop (claude_desktop_config.json)
{
"mcpServers": {
"parlayapi": {
"command": "uvx",
"args": [
"parlayapi-mcp"
],
"env": {
"PARLAYAPI_KEY": "your-value"
}
}
}
}Cursor (~/.cursor/mcp.json)
{
"mcpServers": {
"parlayapi": {
"command": "uvx",
"args": [
"parlayapi-mcp"
],
"env": {
"PARLAYAPI_KEY": "your-value"
}
}
}
}VS Code (mcp.json)
{
"servers": {
"parlayapi": {
"type": "stdio",
"command": "uvx",
"args": [
"parlayapi-mcp"
],
"env": {
"PARLAYAPI_KEY": "your-value"
}
}
}
}PARLAYAPI_KEY 机密 envAuthorization 机密 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。
依据这个服务器的连接方式和各应用自己的文档,检查于 2026年11月10日。
通过互联网连接,适用于
ClaudeGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatOpen WebUIRaycast
在你的电脑上运行,适用于
ClaudeGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatRaycast
工具名称和描述与服务器在 2026年11月8日 报告的完全一致。这些内容由作者撰写,不是我们写的;我们以纯文本形式显示。
parlayapi_signupCreate 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_linkRequest 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_linkEmail 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_pricingReturn 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_sportsList 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_searchSearch 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_centerReturn 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_qualityReturn 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_coverageReturn 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_sportsList 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_oddsGet 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_propsGet 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_lineFind 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_verdictShould 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_booksRemember 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_verdictGrade 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_betsWhat 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_infoGet info about the API key currently in use: tier, credits remaining, billing period.
parlayapi_find_arbitrageFind 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_evFind 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_consensusGet 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_middlesFind 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
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11日
注册名称已通过 GitHub 账户 JacobiusMakes 验证,该账户拥有此仓库
代码最后更新于40天前
我们还没有从 GitHub 读取这个仓库
在 907 毫秒内响应(HTTP 200)
无需登录
已读取 22 个工具描述,未发现针对 AI 的隐藏指令
提问、分享技巧或报告无法使用。按“有帮助”数量排序。
还没有评价
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 4 项适用的基础检查中通过了 4 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:PARLAYAPI_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40天前,最新版本(0.3.8)于40天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,因此也能用于支持远程 MCP 的应用,例如 ChatGPT Business 及以上方案。
同一分类中有:Honcho, ShipSwift, Pm Claude Skills
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:↓ 每周下载量i★ 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
Memory that reasons: continual learning for stateful agents. Better context, fewer tokens.
1310 professional Agent Skills + workflow recipes — searchable & fetchable over MCP.
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。
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).
Without MCP, an agent that wants to use ParlayAPI has to:
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.
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/.
# Start the stdio server (normally launched by your MCP client):
uvx --from parlayapi-mcp==0.3.8 parlayapi-mcp
pip install parlayapi-mcp==0.3.8
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.
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 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"}}'
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.
| Tool | Auth | Purpose |
|---|---|---|
parlayapi_signup | none | Create a free-tier account, return API key + claim URL + upgrade URL |
parlayapi_checkout_link | none | Stripe upgrade URL for any tier |
parlayapi_magic_link | none | Email a passwordless login link |
parlayapi_get_pricing | none | Current public pricing and credit tiers |
parlayapi_live_sports | none | Active live sports, event counts, and book counts |
parlayapi_live_search | none | Search live teams, players, and sport keys |
parlayapi_live_command_center | none | Public best-line preview from /live |
parlayapi_source_quality | none | Public source freshness and quality metadata |
parlayapi_book_coverage | none | Public per-book five-gate coverage proof |
parlayapi_list_sports | key | All available sport keys |
parlayapi_get_odds | key | Game-level odds (h2h, spreads, totals) for a sport |
parlayapi_get_props | key | Player prop odds for a sport |
parlayapi_best_line | key | Best price per outcome across bookmakers |
parlayapi_verdict | key | One-call "should I bet this?": fair price vs market, best book you can bet at, plain-English BET/PASS call |
parlayapi_set_bettable_books | key | Remember the user's region/books so verdicts skip books they can't use |
parlayapi_parlay_verdict | key | Grade a multi-leg parlay: combined fair price, best book to place it, EV, weakest leg, correlation warnings, payout |
parlayapi_best_bets | key | Ranked +EV plays for a sport, scoped to books you can bet at, plus edge alerts |
parlayapi_account_info | key | Tier, credits remaining, billing period |
parlayapi_find_arbitrage | key | Cross-book arbitrage candidates, 3-way (home/draw/away) markets included |
parlayapi_find_ev | key | Positive-EV bets vs a sharp book's no-vig fair line |
parlayapi_consensus | key | Consensus (average) odds across all bookmakers per market |
parlayapi_find_middles | key | Cross-book middle opportunities |
parlayapi://docs/quickstart - Python and JS code samples.
git clone https://github.com/JacobiusMakes/parlay-api-mcp
cd parlay-api-mcp pip install -e .
PARLAYAPI_BASE_URL=http://127.0.0.1:8080 \ PARLAYAPI_KEY=your_local_test_key \ parlayapi-mcp
This extension connects to ParlayAPI. See the ParlayAPI Privacy Policy.
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.