# Loft Labs

**Canonical:** https://apis.io/providers/loft-labs/  
**Website:** https://www.loft.sh  
**APIs profiled:** 5

Loft Labs, now operating as vCluster Labs, provides a platform for AI cloud providers to deliver managed Kubernetes, Slurm, and inference clusters with tenant isolation. Their solution enables turnkey AI infrastructure, offering both bare‑metal and virtual machine provisioning, multi‑tenant management, capacity planning, and observability. The company targets AI cloud providers, enterprises, and hyperscalers seeking scalable, secure compute clusters, and also offers vMetal to expose physical resources as a cloud service.

## Kin Score — 30.2 / 100 (thin)

Scored 2026-11-06 under rubric 0.27.0. Trend: falling (-8.1 from 38.3).

| Facet | Score |
|---|---|
| Discoverability | 78.6 |
| Contract Quality | 11.9 |
| Contract Governance | 31.8 |
| Operational Transparency | 15.8 |
| Developer Ergonomics | 31.0 |
| Access Clarity | 36.8 |

Regulatory layer — **Horizontal (data, software, accessibility, platform)**: 19.1 (matched via fallback).

## Agent readiness — 27.5 (agent-aware)

| Dimension | Value |
|---|---|
| Spec Presence | yes |
| Agentic Access | no |
| Reversibility Documented | no |
| MCP Server | no |
| Auth Clarity | served |
| Idempotency | no |
| Error Semantics | no |
| OpenAPI Examples | no |
| Rate Limit Signal | no |
| Event Surface Described | no |
| Agent Skills | no |
| Well Known Catalog | no |
| Consent Identity | no |
| Agent Card | no |
| Dry Run Mode | no |
| Delegated Identity | served |
| Protected Resource Metadata | no |
| Dynamic Client Registration | yes |
| Agentic Commerce | no |
| Pagination Ratio | na |
| Operation Distinctiveness | no |
| MCP Tool Quality | na |

## Access

Freemium · Self-serve signup — onboarding: self-serve, pricing: freemium, trial: no (confidence: medium).

## APIs (5)

- **Loft Labs Healthz API** — The Healthz API from Loft Labs — 1 operation(s) for healthz.
- **Loft Labs Kubernetes API** — The Kubernetes API from Loft Labs — 9 operation(s) for kubernetes.
- **Loft Labs Loft Labs API** — The Loft Labs API API from Loft Labs — 1 operation(s) for loft labs api.
- **Loft Labs Loft Sh API** — The Loft Sh API from Loft Labs — 2 operation(s) for loft sh.
- **Loft Labs Node API** — The Node API from Loft Labs — 1 operation(s) for node.

## Security (2)

- **Loft Labs Authentication** — 1 scheme
- **Loft Labs Domain Security** — TLSv1.3 · HSTS · DMARC

## Plans (1)

- **Loft Labs Plans Pricing**

## Tags

Artificial Intelligence, Cloud, Kubernetes, Multi-Tenant, Infrastructure

---

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