MCP 服务器

Wellness Cycle Coach

Local-first cycle coach MCP for phase-aware nutrition and training context.

README

<h1 align="center">Wellness Cycle Coach</h1>

<h3 align="center"> Menstrual cycle coach MCP for AI agents — now with PCOS-aware mode.<br> Built so AI finally serves the <strong>50% of users</strong> agents have ignored — without ever storing cycle data. </h3>

<p align="center"> <strong>🌙 Why this exists:</strong> Most AI agents treat the body as a single context-free unit. But energy, recovery, training tolerance, nutrient needs and even cognitive bandwidth shift across the menstrual cycle. <code>wellness-cycle-coach</code> gives any agent <strong>phase-aware</strong> guidance — and never stores cycle data to do it. </p>

⚡ One-command install — pick your runtime:

Delx Wellness for Hermes: npx -y delx-wellness-hermes setup

Delx Wellness for OpenClaw: npx -y delx-wellness-openclaw setup

Overview

Pass in period start dates (from any source — Apple Health Cycle, Garmin women's health, Fitbit female health, or direct user input) and get back the user's current phase plus phase-aware recommendations for nutrition, training, and hydration. Stateless — the MCP itself never persists cycle data. Supports PCOS-aware mode via the cycle_irregular flag (v0.3.3) — accepts cycles 21-90 days, caps confidence at 'low', and returns a luteal_extended placeholder when standard 14-day-luteal math no longer applies.

Try It In 60 Seconds

npx -y wellness-cycle-coach doctor

# Or use the MCP directly via your client:
# {
#   "mcpServers": {
#     "wellness-cycle-coach": {
#       "command": "npx",
#       "args": ["-y", "wellness-cycle-coach"]
#     }
#   }
# }

Then in your agent:

{
  "name": "cycle_full_report",
  "arguments": {
    "history": [
      { "start_date": "2026-04-01" },
      { "start_date": "2026-04-29" }
    ]
  }
}

Returns current phase + nutrition emphasize/moderate/avoid + training style/intensity + hydration target + next-period estimate.

Tools (17)

Tool	Purpose
`cycle_agent_manifest`	Runtime contract
`cycle_capabilities`	Phases, upstream connectors, metrics
`cycle_connection_status`	Health + stateless reminder
`cycle_privacy_audit`	What's logged (nothing) vs sent out (nothing)
`cycle_data_inventory`	Phase taxonomy + metric catalog
`cycle_estimate_phase`	Current phase + cycle day + confidence
`cycle_predict_next_period`	Average cycle length + next-period date
`cycle_phase_guidance`	Recommendations for any specific phase
`cycle_recommend_nutrition`	Phase-aware nutrition for current phase
`cycle_recommend_training`	Phase-aware training for current phase
`cycle_full_report`	Single-call combined report
`cycle_irregular_check`	PCOS / irregular-cycle screening from history
`cycle_quickstart`	Minimal getting-started walkthrough
`cycle_profile_get`	Read the shared Delx Wellness profile (read-only)
`cycle_profile_update`	Persist opt-in profile prefs (requires explicit user intent)
`cycle_onboarding`	11-question onboarding flow for the shared profile
`cycle_demo`	Sample request/response for quick exploration

The 4-phase model

Phase	When	Energy	Nutrition emphasis	Training
menstrual	days 1 → period end (~5)	Lower	Iron + magnesium + omega-3	Restorative (yoga, walking, mobility)
follicular	post-period → ovulation - 2	Rising / peak	Complex carbs + lean protein + fermented foods	Build (strength, sprints, new skills)
ovulatory	ovulation ± 1 day	Peak	Antioxidants + zinc	Peak (PRs, plyometrics)
luteal	ovulation + 2 → next period	Falling	B vitamins + magnesium + complex carbs	Endurance + technique

Why stateless?

Menstrual cycle data is medical-record sensitive. The strongest privacy guarantee is to never store it. Other apps (Flo, Clue) live by hoarding cycle data on their servers; this MCP refuses to participate. The agent passes data in, the coach returns guidance, the data evaporates.

Cross-connector wedge

Apple Health Cycle → period dates       ┐
Garmin women's health → cycle context   ├─→ wellness-cycle-coach → phase + guidance
Fitbit female health → period dates     ┘                                  │
                                                                            │
                                                                            ↓
                                                            wellness-nourish coach
                                                            (phase-aware meal planning)
                                                                            │
                                                            whoop-mcp / garminmcp / ouramcp
                                                            (recovery-aware late-luteal load adjustments)

Privacy

✅ Stateless for cycle data — period dates are never persisted; they stay in process memory for the duration of the call and evaporate.
✅ Opt-in local preferences — the cycle_profile_* tools can persist non-secret wellness preferences (name, goals, devices, training/nutrition context) to ~/.delx-wellness/profile.json, but only when the user explicitly asks (cycle_profile_update requires explicit_user_intent: true). Secrets (tokens, API keys, biomarkers) are rejected at write time.
✅ Offline-capable — pure-function computation. No outbound calls.
✅ Tool-arg-only cycle data — the agent passes period history in via the MCP request and it stays in process memory.

Run wellness-cycle-coach doctor to inspect.

What this is NOT

Not medical advice or diagnosis.
Not a fertility tracker or contraception aid (consult a clinician).
Not a replacement for talking to a healthcare provider about painful, abnormal, or absent periods.
PCOS / irregular cycles supported via cycle_irregular: true (v0.3.3), but this is NOT a substitute for clinical care — see clinician for fertility, contraception, or symptom-management decisions.
Not specialized for perimenopause or post-pill (yet — see CONTRIBUTING.md).

Roadmap

v0.2 — adapters for apple-health-mcp / garminmcp / fitbitmcp so agents can pull period history with one MCP call.
v0.3 — symptom logging surface + symptom-aware guidance adjustments (cramps → magnesium emphasis, mood drop → B-vitamin emphasis).
v0.4 — non-English locale support starting with pt-BR.

📧 Contact & Support

📨 support@delx.ai — general questions, integration help, partnerships
🐛 Bug reports / feature requests — GitHub Issues
🐦 Updates — @delx369 on X
🌐 Site — wellness.delx.ai

License

MIT — see LICENSE.

<sub>wellness-cycle-coach is independent research-software. Not affiliated with Clue, Flo, Stardust, or any other cycle-tracking app. Not medical advice.</sub>