# CloudLab Works

**Canonical:** https://apis.io/providers/cloudlabworks/  
**Website:** https://cloudlabworks.dev/  
**APIs profiled:** 3

CloudLab Works provides open-source, MIT‑licensed reliability tools for hybrid multicloud and AI infrastructure. The platform offers a suite of MCP utilities, event processing libraries, and detailed write‑ups to help developers build robust AI agents. It emphasizes privacy‑first data handling, extensive documentation, and community‑driven support, aiming to simplify complex cloud‑lab environments for both research and production workloads.

## Kin Score — 13.8 / 100 (emerging)

Scored 2026-11-06 under rubric 0.27.0.

| Facet | Score |
|---|---|
| Discoverability | 70.8 |
| Contract Quality | 0.0 |
| Contract Governance | 0.0 |
| Operational Transparency | 13.2 |
| Developer Ergonomics | 9.2 |
| Access Clarity | 14.5 |

Regulatory layer — **Horizontal (data, software, accessibility, platform)**: 16.8 (matched via fallback).

## Agent readiness — 4.1 (human-only)

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

## Access

Unknown — onboarding: unknown, pricing: unknown, trial: no (confidence: low).

## APIs (3)

- **oak-events MCP server** — Privacy‑first events from Luxonis OAK cameras for AI agents, as JSON lines and MCP tools. Self‑hosted; MCP Registry name io.github.cloudlabworks/oak-events.
- **MCP Failure Lab** — A deliberately faulty MCP server and bounded reference-client harness for testing agent clients against tool errors, delays, malformed results and disconnects. Self‑hosted.
- **prove-it-done agent skill** — Re‑runnable receipts that check an AI agent's completion claims against the real system. Also packaged as a Gemini CLI extension.

## MCP servers (2)

- **CloudLab Works MCP Server**
- **CloudLab Works MCP Server**

## Security (2)

- **Cloudlabworks Domain Security** — TLSv1.3 · HSTS · DMARC
- **Cloudlabworks Vulnerability Disclosure** — security.txt · contact published

## Tags

Company, Artificial Intelligence, Open Source, MCP, Cloud, Tools

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