Products/AI Infrastructure Tools/Open Wearables

Open Wearables

Open infrastructure for wearable-powered health products

AI Infrastructure ToolsFounded 2026Unified wearables API - ingest from Oura, Garmin, Whoop, Apple Health, Polar, Suunto, Samsung, Strava, Google Health ConnectData standardization - one consistent schema across every deviceOpen health scoring algorithms - Sleep Score and Resilience Score with every coefficient, threshold, and weighting in the repoSelf-hosted, open-source, MIT licensedMCP layer for AI coaching to cite actual data behind recommendations
Open Wearables

Our Take

The real move here is that Open Wearables is the first team dropping open scoring algorithms into the wild — not just the scores themselves but every coefficient, threshold, and weighting in the actual repo, so teams can audit, fork, and tune recovery metrics for specific populations instead of trusting device makers' black boxes. They've solved the wearable data plumbing problem by building one API that standardizes ingest from Oura, Garmin, Whoop, Apple Health, and more, which means health AI products stop rebuilding the same boring integration work and actually ship something. Free, self-hosted, and MIT licensed at 13,000 users with a #2 Day Rank is the kind of traction signal that makes real ones pay attention.

Build personalized health products with one API for every wearable. Access wearable data, open health scoring algorithms, and structured context your AI can reason with. Self-hosted, open-source, MIT licensed.

Problem It Solves
Teams building with wearable data rebuild the same infrastructure. Each wearable (Oura, Garmin, Whoop, Apple Health) has its own API, schema, and quirks - weeks of plumbing before getting to the product. Even once data flows, users cannot understand how recovery scores are calculated as algorithms are locked and proprietary.
Target Customer
Teams building AI agents, coaches, or copilots in health. Digital health, wellness, and clinical teams.
Use Cases
AI coaching agents, Health products, Wearables integration, Digital health platforms, Wellness applications, Clinical populations monitoring
Pricing Details
Free tier available
Free Tier
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Differentiator
First open-source platform with transparent scoring algorithms. Users can fork, tune for specific populations (endurance athletes, elder care, clinical), and run on own infrastructure. Complete transparency vs proprietary black-box scores from device makers.
Why Now
Wearable data is proliferating but remains locked in proprietary systems. AI health products need structured, scored, time-series context they can reason over. Current solutions require weeks of per-vendor integration work.
Traction
User Count: 1300 · Notable Metrics: 559 points, #2 Day Rank, Launched this week

Key Facts

Category
AI Infrastructure Tools
Founded
2026
Pricing
Free
Discovered via
product-hunt

The people behind Open Wearables

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Bartosz Michalak

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K

Kamil Maksymowicz

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Piotr Pasierbek

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Piotr Ratkowski

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Piotr Sobusiak

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Piotr Sędzik

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