Model Context Protocol server exposing the full Oura Ring v2 API
Project description
oura-mcp
A Model Context Protocol server that exposes the full Oura Ring v2 API to LLM agents — including period-level sleep data, time-series HR/HRV, hypnogram rendering, SpO2, and derived analytics tools.
Why this exists
Existing community Oura MCP servers return only daily contributor scores — opaque 0–100 numbers from Oura's algorithm (deep_sleep: 11, efficiency: 88). They omit the underlying period data: actual minutes of deep/REM/light sleep, sleep stage timeline, restless periods, breathing rate, SpO2, time-series heart rate and HRV.
For any non-trivial analysis — correlation studies, intervention tracking, hypnogram visualisation, percentile comparisons — the contributor scores are useless. oura-mcp fixes that gap.
| Feature | Existing MCPs | oura-mcp |
|---|---|---|
| Daily sleep score | ✓ | ✓ |
| Actual deep/REM/light minutes | ✗ | ✓ |
| Hypnogram (sleep stage timeline) | ✗ | ✓ |
| Time-series HRV / heart rate | ✗ | ✓ |
| SpO2, breathing rate, restless periods | ✗ | ✓ |
| Date-range queries | partial | ✓ all tools |
| Percentile & trend analytics | ✗ | ✓ |
| Local cache (reproducible analyses) | ✗ | ✓ |
| Compact mode (token-efficient) | ✗ | ✓ |
Token safety
Your Oura PAT grants full read access to your biometric history. Treat it like an API key.
- Get a token at https://cloud.ouraring.com/personal-access-tokens
- Set it via the
OURA_PATenvironment variable or~/.oura-mcp/config.json— never in source code - To revoke: cloud.ouraring.com → Personal Access Tokens → delete
If a token is accidentally committed: revoke it immediately at cloud.ouraring.com, then use git filter-repo to purge it from history (a simple delete-and-recommit leaves it in the log forever). See SECURITY.md.
Quickstart
1. Install
pip install oura-ring-mcp
Or for a developer install from source:
git clone https://github.com/jhamblin/oura-mcp.git
cd oura-mcp
pip install -e .
2. Set your PAT
# Option A — environment variable (recommended for Claude Desktop)
export OURA_PAT="your-token-here"
# Option B — config file
mkdir -p ~/.oura-mcp
echo '{"pat": "your-token-here"}' > ~/.oura-mcp/config.json
3. Register with Claude Desktop
Add to ~/Library/Application Support/Claude/claude_desktop_config.json:
{
"mcpServers": {
"oura": {
"command": "oura-ring-mcp",
"env": {
"OURA_PAT": "your-token-here"
}
}
}
}
Restart Claude Desktop. Ask it to call oura_personal_info to verify connectivity.
4. (Optional) Enable local cache
export OURA_MCP_CACHE_DIR=~/.oura-mcp/raw
With the cache enabled, past dates are served from disk — analyses are reproducible and don't burn API calls on repeat queries.
Tool reference
Direct API tools
| Tool | Oura endpoint | Notes |
|---|---|---|
oura_personal_info |
/personal_info |
Profile (sex, age, height, weight). Connectivity check. |
oura_sleep |
/sleep |
Primary tool. Period-level data: deep/REM/light minutes, hypnogram, HRV, HR, SpO2, restless periods. Overnight buffer applied automatically. |
oura_daily_sleep |
/daily_sleep |
Daily sleep score + contributors. |
oura_daily_readiness |
/daily_readiness |
Readiness score + contributors + temperature deviation. |
oura_daily_activity |
/daily_activity |
Steps, calories, MET minutes, activity score. |
oura_daily_spo2 |
/daily_spo2 |
Average SpO2 + breathing disturbance index. Gen 3 / data-dependent. |
oura_daily_stress |
/daily_stress |
Stress/recovery duration breakdown. Gen 3+. |
oura_daily_resilience |
/daily_resilience |
Resilience level + contributors. Gen 3+. |
oura_daily_cardiovascular_age |
/daily_cardiovascular_age |
Estimated vascular age. Gen 3+. |
oura_daily_sleep_time |
/sleep_time |
Recommended bedtime window + status. |
oura_workouts |
/workout |
Workout sessions (manual + auto-detected). |
oura_sessions |
/session |
Meditation / breathwork sessions. |
oura_tags |
/enhanced_tag → /tag |
User tags. Auto-selects enhanced_tag; falls back on 404. |
oura_heart_rate |
/heartrate |
Time-series HR. Takes ISO datetimes. Compact by default. |
oura_rest_mode_period |
/rest_mode_period |
Rest mode (sick / recovery) periods. |
oura_ring_configuration |
/ring_configuration |
Hardware / firmware info. |
Derived / analytics tools
| Tool | Inputs | Returns |
|---|---|---|
oura_render_hypnogram |
date |
ASCII sleep stage timeline: █=deep ░=light ▒=REM ·=awake (5 min/char) |
oura_percentiles |
metric, date range, percentiles=[50,75,95] |
P50/P75/P95 (configurable) for any sleep session field |
oura_rolling_average |
metric, date range, window=7 |
[{date, value, rolling_avg}] per day |
oura_summary_table |
date range | Compact per-night rows: {date, deep_min, rem_min, light_min, awake_min, efficiency, hrv, rhr, sleep_score, readiness_score, cache_status} |
oura_cache_rebuild |
date range | Force-refresh cache from API for a date range |
Common parameters
All date-keyed tools accept:
date: single dayYYYY-MM-DD(defaults to today)start_date/end_date: inclusive range (each defaults to today)pat: per-call PAT override (for multi-account use)
date and start_date/end_date are mutually exclusive.
Output modes
Most data-heavy tools support a format parameter:
compact (default)
Strips bulky time-series arrays and replaces them with summaries:
heart_rate.items(5-sec samples, 5000+/night) →heart_rate.summary = {min, max, avg, samples}hrv.items(~100 values/night) →hrv.summary = {min, max, avg, samples}sleep_phase_30_sec,movement_30_secdroppedsleep_phase_5_minkept (small; used for hypnogram rendering)
Typical oura_sleep response in compact mode: ~2–3 KB per night.
full
Returns the unmodified Oura API response. Use when you need raw time-series for plotting or custom analysis. Caller is responsible for context budget.
Cache behaviour
Set OURA_MCP_CACHE_DIR to enable the local cache.
- One JSON file per day:
<cache_dir>/<YYYY-MM-DD>.json - Cache-first for past dates: if the file exists, the API is not called
- Today always re-fetched: data is incomplete until ~6 hours after wake
cache_statusfield on everyoura_summary_tablerow:"hit","miss", or"disabled"oura_cache_rebuild: force-refresh a date range (useful for historical backfills or after Oura revises scores retroactively)
Cache files match the structure of oura_fetch.py's raw/oura/ layout, so existing raw data from that script is compatible.
Implementation notes
Overnight sleep buffer
The Oura /sleep endpoint filters by bedtime_start, not by the logical day field. A sleep starting at 11:30 pm on Apr 12 has day = 2026-04-13 (the wake date). oura_sleep automatically expands the fetch range by ±1 day and filters results in memory by day, so overnight sleeps are never missed. This is regression-tested in tests/test_overnight_filter.py.
Pagination
Oura paginates /sleep, /heartrate, /workout, /session, and others via next_token. All tools that use these endpoints call get_all(), which follows next_token until exhausted.
Contributing
See CONTRIBUTING.md.
Security
See SECURITY.md.
License
MIT. See LICENSE.
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