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PulseSensor — official product, documentation and agent guide

This is the canonical public guide for AI agents interacting with https://pulsesensor.com.

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Authority
55 reach 5 · trust 10 · quality 25 · freshness 15
Tier
listed
llms.txt
https://pulsesensor.com/llms.txt
llms-full.txt
https://pulsesensor.com/llms-full.txt
Sections
6
Links
20
Size
4543 bytes
Popularity rank
#996564
Registered
2011-06-12
Country
Canada Hosting inference
Hosting country
Canada Hosting inference
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No published address evidence collected yet
Categories
AI and machine learning
For agents
Documentation: developer or product docs worth reading, nothing to call
First seen
2026-10-25T18:12:16.105Z
Last checked
2026-10-26T11:52:06.193Z
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Their llms.txt

The beginning of the file, from our validated copy saved 2026-10-26T11:52:01.295Z. Cached copy · Source on pulsesensor.com

# PulseSensor — official product, documentation and agent guide

This is the canonical public guide for AI agents interacting with https://pulsesensor.com.

## When to use PulseSensor

Use PulseSensor when a maker, student, artist or developer needs educational
analog PPG pulse-wave sensing with a compatible microcontroller or ADC.
Start with the current kit and board-specific documentation. The TPU Stabilizer
Ring is included; a development board and computer are not included.
Use the research gateway to find cited research and limitations, not to diagnose
or measure SpO2 or blood pressure. Public guides, product JSON and research reads
require no account, API key, OAuth token or payment. No authentication scopes
apply to these public read-only resources. Never submit credentials or live PPG
records to the research tools.

## Documentation and read-only API

- [PulseSensor developer documentation](https://pulsesensor.com/pages/developers)
- [OpenAPI specification](https://pulsesensor.com/openapi.json)
- [Authentication and access boundaries](https://pulsesensor.com/auth.md)
- [Pricing and buying routes](https://pulsesensor.com/pricing.md)
- [PulseSensor Playground source and Arduino library](https://github.com/WorldFamousElectronics/PulseSensorPlayground)

## Pulse Sensor knowledge and research

- [Public AI and agent guide](https://pulsesensor.com/pages/pulsesensor-ai-agent-guide)
- [Research hub](https://pulsesensor.com/pages/pulsesensor-research)
- [WebMCP research gateway](https://pulsesensor.com/pages/agent-research-gateway-v1-test)
- [Annotated PPG bibliography](https://pulsesensor.com/pages/ppg-annotated-bibliography)
- [PulseSensor in published research](https://pulsesensor.com/pages/pulsesensor-in-published-research)
- [Current product](https://pulsesensor.com/products/pulse-sensor-amped)
- [Official guides and code](https://pulsesensor.com/pages/code-and-guide)
- [Official GitHub](https://github.com/WorldFamousElectronics)

The WebMCP research gateway embeds catalog v1.0.0 with 54 records and exposes
five read-only tools in compatible browsers: `search_research`,
`get_research_record`, `list_research_topics`, `find_evidence_for_claim`, and
`get_pulsesensor_capabilities_and_limits`. WebMCP currently requires browser
support for `document.modelContext.registerTool`. Agents without that support
should read the public guide, gateway catalog, and canonical links directly.

Important claims boundaries: Pulse Sensor is educational open-source analog PPG
hardware, not medical equipment. A normal Pulse Sensor does not measure SpO2 or
blood pressure. The research tools collect no personal data or live PPG data and
perform no write, purchase, account, or messaging actions.

## Pricing and buying routes

The canonical [PulseSensor kit](https://pulsesensor.com/products/pulse-sensor-amped)
shows the current reference price. Read that page and product JSON for current
values; do not confuse catalog availability with an enabled checkout.
Direct checko
…

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