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MCP工具
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MCP工具

MCP工具

基于 TypeScript · 让 AI 助手直接操作你的系统与工具
英文名:whoop-mcp
⭐ 5 Stars 💻 TypeScript 📄 NOASSERTION 🏷 AI 7.5分
7.5AI 综合评分
anthropicclaudefitnessmcpmodel-context-protocoltypescript
⚙️ 配置说明
✦ AI Skill Hub 推荐

MCP工具 是 AI Skill Hub 本期精选MCP工具之一。综合评分 7.5 分,整体质量较高。我们推荐使用将其纳入你的 AI 工具库,帮助提升工作效率。

📚 深度解析

MCP工具 是一款基于 MCP(Model Context Protocol)标准协议的 AI 工具扩展。MCP 协议由 Anthropic 开发并开源,旨在建立 AI 模型与外部工具之间的标准化通信接口,目前已被 Claude Desktop、Claude Code、Cursor 等主流 AI 工具采纳。

通过安装 MCP工具,你的 AI 助手将获得额外的工具调用能力,可以用自然语言直接操控该工具的功能,无需学习复杂的命令行语法。MCP 工具的核心价值在于"一次配置,永久增强"——配置完成后,每次与 AI 对话时都可以无缝调用这些工具。

在技术实现上,MCP 工具通过标准的 JSON-RPC 协议与 AI 客户端通信,工具的功能以"工具列表"的形式暴露给 AI 模型,AI 可以按需调用。MCP工具 提供了结构化的工具调用接口,使 AI 模型能够精确地理解和使用每个功能点,显著降低 AI 在工具使用上的错误率。

与传统的 API 集成相比,MCP 工具的优势在于无需编写代码——用户只需在配置文件中添加几行 JSON,即可让 AI 获得全新能力。AI Skill Hub 将 MCP工具 评为 AI 评分 7.5 分,属于同类工具中的优质选择。

📋 工具概览

MCP工具 是一款遵循 MCP(Model Context Protocol)标准协议的 AI 工具扩展。通过 MCP 协议,它可以让 Claude、Cursor 等主流 AI 客户端直接访问和操作外部工具、数据源和服务,实现 AI 能力的无缝扩展。无论是文件操作、数据库查询还是 API 调用,都可以通过自然语言在 AI 对话中直接触发,极大提升生产效率。

GitHub Stars
⭐ 5
开发语言
TypeScript
支持平台
Windows / macOS / Linux
维护状态
轻量级项目,按需更新
开源协议
NOASSERTION
AI 综合评分
7.5 分
工具类型
MCP工具
Forks

📖 中文文档

以下内容由 AI Skill Hub 根据项目信息自动整理,如需查看完整原始文档请访问底部「原始来源」。

MCP工具 是一款遵循 MCP(Model Context Protocol)标准协议的 AI 工具扩展。通过 MCP 协议,它可以让 Claude、Cursor 等主流 AI 客户端直接访问和操作外部工具、数据源和服务,实现 AI 能力的无缝扩展。无论是文件操作、数据库查询还是 API 调用,都可以通过自然语言在 AI 对话中直接触发,极大提升生产效率。

📌 核心特色
  • 通过标准 MCP 协议与 Claude、Cursor 等主流 AI 客户端深度集成
  • 提供结构化工具调用接口,显著降低 AI 集成复杂度
  • 支持 Claude Desktop 和 Claude Code 无缝接入,开箱即用
  • 可与其他 MCP 工具组合叠加,构建完整 AI 工作站
  • 轻量无侵入设计,不影响现有系统架构
🎯 主要使用场景
  • 在 Claude Desktop 对话中直接调用本地工具,实现 AI 与系统的深度联动
  • 通过自然语言驱动复杂的多步骤自动化任务,代替繁琐手动操作
  • 将多个 MCP 工具组合使用,构建个人专属 AI 工作站
以下安装命令基于项目开发语言和类型自动生成,实际以官方 README 为准。
安装命令
# 方式一:通过 Claude Code CLI 一键安装
claude skill install https://github.com/briangaoo/whoop-mcp

# 方式二:手动配置 claude_desktop_config.json
{
  "mcpServers": {
    "mcp--": {
      "command": "npx",
      "args": ["-y", "whoop-mcp"]
    }
  }
}

# 配置文件位置
# macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
# Windows: %APPDATA%/Claude/claude_desktop_config.json
📋 安装步骤说明
  1. 确认已安装 Node.js(v18 或以上版本)
  2. 打开 Claude Desktop 或 Claude Code 的 MCP 配置文件
  3. 按「交给 Agent 安装 → Claude Desktop」标签中的 JSON 配置填入 mcpServers 字段
  4. 保存配置文件并重启 Claude 客户端
  5. 重启后,在对话中即可使用本工具
以下用法示例由 AI Skill Hub 整理,涵盖最常见的使用场景。
常用命令 / 代码示例
# 安装后在 Claude 对话中直接使用
# 示例:
用户: 请帮我用 MCP工具 执行以下任务...
Claude: [自动调用 MCP工具 MCP 工具处理请求]

# 查看可用工具列表
# 在 Claude 中输入:"列出所有可用的 MCP 工具"
以下配置示例基于典型使用场景生成,具体参数请参照官方文档调整。
配置示例
// claude_desktop_config.json 配置示例
{
  "mcpServers": {
    "mcp__": {
      "command": "npx",
      "args": ["-y", "whoop-mcp"],
      "env": {
        // "API_KEY": "your-api-key-here"
      }
    }
  }
}

// 保存后重启 Claude Desktop 生效
📑 README 深度解析 真实文档 完整度 57/100 查看 GitHub 原文 →
以下内容由系统直接从 GitHub README 解析整理,保留代码块、表格与列表结构。

简介

<p align="center"> <img src="assets/banner.svg" alt="whoop-mcp — 48 MCP tools, remote-ready" width="820"> </p>

<p align="center"> <i>Give Claude (or any MCP-compatible AI) <b>full read + write access to your Whoop fitness data</b> by wrapping Whoop's private iOS API.</i> </p>

<p align="center"> <a href="#remote-hosting"><img src="https://img.shields.io/badge/Claude_Code-a855f7?style=for-the-badge" alt="Claude Code"></a> <a href="#claude-desktop-config"><img src="https://img.shields.io/badge/Claude_Desktop-7c3aed?style=for-the-badge" alt="Claude Desktop"></a> <img src="https://img.shields.io/badge/ChatGPT_Desktop-10a37f?style=for-the-badge" alt="ChatGPT Desktop"> <img src="https://img.shields.io/badge/Codex-000000?style=for-the-badge" alt="Codex"> <img src="https://img.shields.io/badge/Gemini_CLI-4285f4?style=for-the-badge" alt="Gemini CLI"> <img src="https://img.shields.io/badge/Any_MCP_1.x_Client-262626?style=for-the-badge" alt="any MCP 1.x client"> </p>

<p align="center"> <img src="https://img.shields.io/badge/tools-48-9ca3af?style=flat-square" alt="tools"> <img src="https://img.shields.io/badge/TypeScript-6.0-3178c6?style=flat-square&logo=typescript&logoColor=white" alt="typescript"> <img src="https://img.shields.io/badge/Node-24%2B-339933?style=flat-square&logo=node.js&logoColor=white" alt="node"> <img src="https://img.shields.io/badge/MCP-1.x%2B-9ca3af?style=flat-square" alt="mcp"> <img src="https://img.shields.io/badge/deploy-Fly%20%7C%20Docker%20%7C%20Railway-9ca3af?style=flat-square" alt="deploy"> </p>

<p align="center"> <img src="assets/demo.png" alt="Claude Desktop using whoop-mcp to check today's recovery — 73% green with HRV, resting HR, and sleep performance breakdown" width="820"> </p>

48 tools, structured zod-validated outputs, bundled catalogs (372 exercises, 308 behaviors, 203 sports), write-safety harness, automatic Cognito token refresh, session-scoped catalog gate. TypeScript 6, Node 24, 173 tests.

Note: this works through Whoop's private iOS API rather than the public OAuth API. That isn't what Whoop's terms allow — see the FAQ if you want the full picture before installing.

---

2. Build + deploy via the shipped Dockerfile (Fly/Railway/Render/VPS — all work)

docker build -t whoop-mcp .

Configuration

Environment variables

VariableRequiredDescription
WHOOP_EMAILyesYour Whoop login email
WHOOP_PASSWORDyes (bootstrap only)Your Whoop login password (used only during bootstrap)
WHOOP_IOS_BEARER_TOKENyesCognito access token (24h, auto-refreshed)
WHOOP_COGNITO_REFRESH_TOKENyesCognito refresh token (~30d)
WHOOP_USER_IDnoYour Whoop user ID — used by whoop_profile, whoop_leaderboard. Avoids one bootstrap call per session.
WHOOP_TIMEZONEnoIANA timezone (e.g., America/Los_Angeles). If unset, auto-detected from your Whoop profile and refreshed hourly. Set explicitly to override.

Claude Desktop config

{
  "mcpServers": {
    "whoop": {
      "command": "/opt/homebrew/bin/node",
      "args": ["/absolute/path/to/whoop-mcp/dist/server.js"]
    }
  }
}

The MCP loads .env from the repo root (relative to server.js). Use absolute paths — Claude Desktop doesn't inherit shell PATH.

---

3. Run with env: WHOOP_EMAIL, WHOOP_IOS_BEARER_TOKEN, WHOOP_COGNITO_REFRESH_TOKEN,

What the iOS API has that the public OAuth doesn't

CapabilityTool
HRV / RHR / respiratory / VO2 / weight time-series (25 metrics × up to 4 windows)whoop_trend
Hypnogram (per-minute sleep stage timeline)whoop_sleep
Strength Trainer — every set, every workout, full 372-exercise catalog, PRswhoop_lift_* (8 tools)
308-behavior Journal + behavior impact analysiswhoop_journal* (5 tools)
Stress monitor (15-min buckets)whoop_stress, whoop_live_stress
Whoop Coach AI chatwhoop_coach_ask
Smart Alarm (read + 4 write modes)whoop_smart_alarm*
HR zones (read + configure max HR / 5 custom zones)whoop_hr_zones*
Compare-windows, sleep coach, calendar grid, performance assessmentwhoop_compare, whoop_sleep_need, whoop_calendar, whoop_performance_assessment
Live HR / activity state / live stresswhoop_live_* (3 tools)
Community leaderboards, hidden metrics, women's health (cycle / symptoms / MCI)whoop_leaderboard, whoop_hidden_metric, whoop_cycle*
**14 write tools** — log workouts, journal entries, profile edits, smart-alarm configvarious

If recovery + sleep totals + workout list is enough for you, use the public OAuth API. If anything in the table is interesting, you need this. The iOS API was discovered via mitmproxy — full methodology in WHOOP.md.

---

Comparison to alternatives

ApproachProsCons
**This MCP**Full iOS API surface (48 total: 32 reads + 14 writes + 2 escape hatches), writes supported, structured outputs, auto-refresh, write-safety, session-scoped catalog gateUnsupported by Whoop (see [FAQ](#faq) for what that means); reverse-engineered (Whoop could break it at any time); local install required
Whoop's public OAuth APIOfficial, supported, 6 webhook events, scoped permissionsOnly 13 endpoints; read-only; no journal/strength/stress/coach/smart-alarm/trends/hypnogram; numeric sport_id removed 2025-09-01; 429s exist
HealthKit-based scraperBypass Whoop entirely; uses Apple's data syncLoses Whoop-specific data (recovery score, journal, coach); requires iOS device involvement
Direct mitmproxy captureSee everythingManual, not programmable, doesn't scale
Whoop iOS app + screenshots → ClaudeWorks without codePainful, slow, no writes

This MCP is the only option for programmatic write access to your Whoop data right now.

---

Troubleshooting

"AUTH FAIL: Cognito InitiateAuth failed (400)" > Wrong email or password. Double-check .env.

"AUTH FAIL: Cognito MFA challenge missing Session token" > The InitiateAuth response was malformed (unusual). Re-run whoop-mcp auth — Cognito occasionally drops sessions.

"MFA verification did not return tokens" > You entered the wrong SMS code (or it timed out). Codes expire after ~3 minutes.

"WhoopAuthExpiredError" after every call > Your refresh token has expired (>30 days since last bootstrap). For a local install, re-run whoop-mcp auth. For a deployed install (Fly etc.), run whoop-mcp refresh from your Mac — it re-bootstraps locally AND pushes the new tokens to your deployed app's secrets in one step. Either way you'll get a fresh SMS code on your phone that you type in the terminal.

"WhoopServerError: 502" / "503" / "504" > Whoop's servers are having issues. Retry in 30 seconds.

Claude says it doesn't see any whoop tools > Check claude_desktop_config.json paths are absolute. Restart Claude Desktop fully (quit, then reopen). > Check the MCP server runs without errors: whoop-mcp dev — it should start silently and wait on stdin.

"WhoopApiError: 422 on /profile-service/v1/profile" > Your whoop_profile_update body is too partial. Send most fields (gender from {MALE,FEMALE,NON_BINARY} only, birthday as YYYY-MM-DD or ISO datetime, country ISO-2). If country=US, also send state — Whoop returns 400 "AdminDivision (state) must be set for US" otherwise.

"Whoop API error 409 on /weightlifting-service/v2/weightlifting-workout/activity" > Time window conflicts with an existing workout. Use a different range.

"WhoopProjectionError for whoop_X" > Whoop changed a response shape. Capture the new response (e.g. via whoop_raw), inspect, update the projection.

Tests fail after git pull > Pull may have updated captured fixtures. Run whoop-mcp test again to see what changed. If projections need updating, that's the work.

whoop-mcp build (or npx tsc) fails with "Top-level await is currently not supported with the 'cjs' output format" > You're using an old Node. Upgrade to Node 24+.

"Error: ENOENT: no such file or directory, open '.env'" > Create .env at the repo root (or wherever dist/server.js is being run from — the MCP loads .env relative to the entry).

"Cannot find module '@modelcontextprotocol/sdk/server/mcp.js'" > Run npm install.

"AbortError: This operation was aborted" > A request to Whoop's API took longer than 30s. Either Whoop is slow or your network is slow. Retry.

---

FAQ

Q: Is this supported by Whoop? A: No. This MCP works through Whoop's private iOS API, which isn't a public surface they intend for third-party tools. Whoop's terms reserve the right to take action against accounts they catch using unsupported integrations — realistically that means suspending API access or terminating the membership. The author has used the MCP heavily for weeks without issue, and traffic patterns look similar to normal app usage, but there's no guarantee. If losing your Whoop account would be a problem for you, don't use this.

Q: Why not use Whoop's public OAuth API instead? A: It's 13 endpoints, all read-only, no journal, no strength, no stress, no coach, no smart alarm, no trends beyond a single recovery score per day. Whoop also pulled numeric sport_id past 2025-09-01 (now sport_name strings only). If you only need recovery score + sleep stage totals + workout list, the OAuth API is the right answer.

Q: Will this work with the Whoop 4.0 vs 5.0 strap? A: Yes — the API doesn't care which strap you have. It cares about your account.

Q: What about Whoop 6.0? A: When it launches and the iOS app updates, the api version may bump from 7 to 8. The MCP's constants.ts may need an update. Worst case, projections break and you fix them.

Q: Can I run this on a server / cloud / always-on? A: Sure. The MCP doesn't care where it runs. Just make sure your .env survives restarts.

Q: Can I share this MCP with my friends? A: Each user needs their own .env with their own Whoop credentials. Don't share tokens.

Q: Is there an HTTP transport instead of stdio? A: Not yet. The MCP SDK supports SSE but we haven't wired it. PR welcome.

Q: Does this support Claude's Computer Use API? A: It's MCP-compatible — anything that speaks MCP can talk to it.

Q: Why TypeScript instead of Python? A: The MCP SDK is most mature in TypeScript. Also Whoop's API responses are heavily nested — zod is genuinely the best validation library for that shape work.

Q: Why Node 24 specifically? A: Uses import.meta.dirname (added in 20.11), modern fetch, native ESM, AbortController. Node 18 might work; 16 won't.

Q: How long did this take? A: ~3 weeks of evening/weekend work for v1, plus another week to rewrite as v2 with proper projections and the write-safety harness.

Q: Will you maintain this? A: Best-effort. PRs welcome.

---

🎯 aiskill88 AI 点评 A 级 2026-05-29

高质量的MCP工具,提供读写功能

📚 实用指南(长尾问题)
适合谁
  • 需要让 Claude / Cursor 操作本地工具的 AI 工程师
最佳实践
  • 配置 MCP 服务器时建议使用 stdio 传输 + JSON-RPC,避免暴露公网
  • 生产部署优先使用 Docker Compose 隔离依赖,并挂载 volume 持久化数据
常见错误
  • API key 直接提交到 git 仓库(请用 .env 并加入 .gitignore)
  • MCP 配置路径拼错或权限不足,重启 Claude Desktop 才生效
  • 容器内无法访问宿主机 localhost — 使用 host.docker.internal
部署方案
  • Docker:whoop-mcp 提供官方镜像,docker compose up 一键启动
  • CLI:直接 npm install -g / pip install,命令行调用
  • 云端托管:可放在 Vercel / Railway / Fly.io 等 PaaS 平台
相关搜索
whoop-mcp 中文教程whoop-mcp 安装报错怎么办whoop-mcp MCP 配置whoop-mcp Docker 部署whoop-mcp 与同类工具对比whoop-mcp 最佳实践whoop-mcp 适合谁用

⚡ 核心功能

👥 适合谁
  • 需要让 Claude / Cursor 操作本地工具的 AI 工程师
⭐ 最佳实践
  • 配置 MCP 服务器时建议使用 stdio 传输 + JSON-RPC,避免暴露公网
  • 生产部署优先使用 Docker Compose 隔离依赖,并挂载 volume 持久化数据
⚠️ 常见错误
  • API key 直接提交到 git 仓库(请用 .env 并加入 .gitignore)
  • MCP 配置路径拼错或权限不足,重启 Claude Desktop 才生效
  • 容器内无法访问宿主机 localhost — 使用 host.docker.internal

👥 适合人群

Claude Desktop / Claude Code 用户AI 工具开发者需要扩展 AI 能力的专业人士自动化工程师

🎯 使用场景

  • 在 Claude Desktop 对话中直接调用本地工具,实现 AI 与系统的深度联动
  • 通过自然语言驱动复杂的多步骤自动化任务,代替繁琐手动操作
  • 将多个 MCP 工具组合使用,构建个人专属 AI 工作站

⚖️ 优点与不足

✅ 优点
  • +标准化 MCP 协议,生态互联性强
  • +与 Claude 官方生态无缝对接
  • +即插即用,配置简单快捷
⚠️ 不足
  • 依赖 Claude 客户端,非 Claude 用户无法使用
  • MCP 协议仍在持续演进,接口可能变更
  • 需要一定的配置步骤
⚠️ 使用须知

该工具使用 NOASSERTION 协议,商用场景请仔细阅读协议条款,必要时咨询法律意见。

AI Skill Hub 为第三方内容聚合平台,本页面信息基于公开数据整理,不对工具功能和质量作任何法律背书。

建议在沙箱或测试环境中充分验证后,再部署至生产环境,并做好必要的安全评估。

📄 License 说明

📄 NOASSERTION — 请查阅原始协议条款了解具体使用限制。

🔗 相关工具推荐

📚 相关教程推荐
📰 相关 AI 新闻
🍿 AI 圈相关吃瓜
🗺️ 相关解决方案
🧩 你可能还需要
基于当前 Skill 的能力图谱,自动补全的工具组合

❓ 常见问题 FAQ

No. This MCP works through Whoop's private iOS API, which isn't a public surface they intend for third-party tools. Whoop's terms reserve the right to take action against accounts they catch using unsupported integrations — realistically that means suspending API access or terminating the membership. The author has used the MCP heavily for weeks without issue, and traffic patterns look similar to normal app usage, but there's no guarantee. If losing your Whoop account would be a problem for you, don't use this.
💡 AI Skill Hub 点评

经综合评估,MCP工具 在MCP工具赛道中表现稳健,质量良好。如果你已有明确的使用需求,可以直接上手体验;如果还在评估阶段,建议对比同类工具后再做决策。

⬇️ 获取与下载
📚 深入学习 MCP工具
查看分步骤安装教程和完整使用指南,快速上手这款工具
🌐 原始信息
原始名称 whoop-mcp
原始描述 开源MCP工具:Model Context Protocol server giving Claude (or any MCP client) full read + writ。⭐5 · TypeScript
Topics anthropicclaudefitnessmcpmodel-context-protocoltypescript
GitHub https://github.com/briangaoo/whoop-mcp
License NOASSERTION
语言 TypeScript
🔗 原始来源
🐙 GitHub 仓库  https://github.com/briangaoo/whoop-mcp

收录时间:2026-05-29 · 更新时间:2026-05-30 · License:NOASSERTION · AI Skill Hub 不对第三方内容的准确性作法律背书。