# Elemental Machines

**Canonical:** https://apis.io/providers/elemental-machines/  
**Website:** https://elementalmachines.com/  
**APIs profiled:** 2

Elemental Machines is a Cambridge, Massachusetts LabOps connectivity company that instruments laboratories and manufacturing floors with IoT sensors and a vendor-agnostic cloud platform for environmental monitoring, cold-storage and freezer health, equipment utilization, alerting, calibration and compliance reporting across life sciences R&D, biomanufacturing, academia and government facilities. The platform ingests sensor and third-party equipment data at 15-second resolution and exposes it through a public REST API at api.elementalmachines.io covering machines, machine samples and sample statistics, utilization (aggregated, hourly and status), alert logs, alert rules, users, user activities, customer groups, release notes and a server status check, authenticated with OAuth 2.0 access tokens. The same data is pushed into ELN/LIMS/SDMS, QMS, MES, BMS and CMMS systems and data warehouses through the company's data-integration services. The company is ISO 9001:2015 certified, operates calibration to ISO 17025, and positions the platform as a 21 CFR Part 11 / ALCOA+ compliant recording system for GxP-regulated laboratories.

## Kin Score — 46.6 / 100 (developing)

Scored 2026-08-17 under rubric 0.11.0. Trend: flat (+0.0 from 46.6).

| Facet | Score |
|---|---|
| Discoverability | 75.9 |
| Contract Quality | 46.3 |
| Governance | 20.8 |
| Operational Transparency | 36.8 |
| Developer Ergonomics | 47.8 |
| Commercial Clarity | 42.1 |

Regulatory layer — **Health**: 58.8 (matched via tags).

## Agent readiness — 32.9 (agent-aware)

| Dimension | Value |
|---|---|
| Spec Presence | yes |
| Agentic Access | no |
| MCP Server | no |
| Auth Clarity | yes |
| Idempotency | no |
| Error Semantics | no |
| OpenAPI Examples | no |
| Rate Limit Signal | documented |
| Event Surface Described | no |
| Agent Skills | yes |
| Well Known Catalog | no |
| Consent Identity | no |
| Agent Card | no |
| Dry Run Mode | no |

## APIs (2)

- **Elemental Machines API** — Public REST API for the Elemental Machines LabOps platform. Read machines (sensor-connected assets), their time-series samples and computed sample statistics, aggregated/hourly/...
- **Elemental Machines Website MCP Server** — A remote Model Context Protocol server served from the elementalmachines.com WordPress host via the WordPress MCP Adapter, advertised by /.well-known/oauth-protected-resource an...

## MCP servers (2)

- **elemental-machines-mcp.yml**
- **mcp-oauth-server**

## Security (2)

- **Elemental Machines Authentication** — apiKey/oauth2 · 2 schemes
- **Elemental Machines Domain Security** — TLSv1.3 · DNSSEC · DMARC

## Plans (1)

- **Elemental Machines Plans Pricing**

## Tags

lab-operations, laboratory-monitoring, iot, sensors, life-sciences, cold-chain, environmental-monitoring, equipment-utilization, asset-management, alerting, compliance, gxp, manufacturing, time-series

---

Profiled by [API Evangelist](https://apievangelist.com) and published on [APIs.io](https://apis.io/providers/elemental-machines/). Scores are computed from the provider's own public artifacts under a published rubric.