CloudLab Works
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.
CloudLab Works is listed with 3 APIs on the APIs.io network. Tagged areas include Company, Artificial Intelligence, Open Source, MCP, and Cloud.
CloudLab Works’ developer surface includes engineering blog, documentation, and 14 more developer resources.
Kin Score
Standards implemented 1
Standards this provider implements or carries. De facto ones are profiled and measured by the API Commons; formal ones come from the standards directory and are linked by the provider's own tags. The evidence column says how each claim was established — not that it was made.
APIs 3
Individual APIs this provider publishes, each with its own machine-readable definition.
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
Model Context Protocol servers that expose these APIs to AI agents.
CloudLab Works MCP Server
MCP SERVERCloudLab Works MCP Server
MCP SERVERSecurity Posture 2
Authentication, domain security, vulnerability disclosure, and trust-center signals.
Resources
Documentation 1
Reference material describing how the API behaves
Agent Surfaces 2
MCP servers, agent skills, and machine-readable catalogs
Build 1
SDKs, sample code, and the tooling you integrate with
Access & Security 5
Authentication, authorization, and security posture
Commercial 2
Pricing, plans, and the legal terms of use
Company 3
The organization behind the API
Other 2
Properties that don't map to a standard resource type
Source (apis.yml)
CloudLab Works API — frequently asked questions
Does CloudLab Works have an API?
Yes. APIs.io lists 3 APIs from CloudLab Works, including oak-events MCP server, MCP Failure Lab and prove-it-done agent skill.
Does CloudLab Works have an MCP server?
Yes. APIs.io lists 2 MCP servers for CloudLab Works.
Is the CloudLab Works API ready for AI agents?
CloudLab Works has a Kin Score of 13.8 out of 100 (emerging) and an Agent Readiness score of 4.1 (human-only), scored by API Evangelist on 2026-11-06.
Work with this as data
Every provider here is available over the APIs.io API and to AI agents over MCP.