Need help with your APIs? I offer API discovery, governance & evangelism services. Explore services →
API Evangelist API Evangelist
Discovery
Learnings
Guidance
Toolbox
Alignment
API Evangelist LLC
Kubeshop website screenshot

Kubeshop

Kubeshop is the company behind Testkube, an open-core, Kubernetes-native test orchestration platform. Testkube runs agents inside Kubernetes clusters under a central control plane, orchestrating tests written for existing frameworks — Cypress, Playwright, k6, JMeter, pytest and others — then aggregating executions, logs, artifacts, JUnit reports, flakiness metrics and cross-environment insights for engineering teams. It is configured declaratively through Kubernetes Custom Resource Definitions (TestWorkflow, Webhook, TestTrigger), installed via Helm, and driven by a first-party CLI. Kubeshop publishes three OpenAPI 3.0.1 documents — an open-source API, a standalone agent API and a commercial control-plane API — plus a gRPC service definition and a hosted Model Context Protocol server exposing 30 tools to AI assistants over OAuth 2.1. The company is backed by Insight Partners.

agent native

Real signal across most facets with visible, nameable gaps — the contract exists but is thin, or the portal is good while governance and commercial terms are absent.

Kin Score

API Evangelist profiles Kubeshop the way a machine reads it — 37 machine-readable artifacts across 30 APIs, pulled from the provider's own public surface and indexed so a developer, an analyst, or an AI agent can evaluate it against every other provider on the network.

Every provider in the network is reduced to the same set of machine-readable artifacts — OpenAPI contracts, event specifications, GraphQL schemas, runnable collections, pricing and rate-limit signals, security posture, OAuth scopes, and the agent surfaces (MCP servers and skills) that let software drive the API on its own. We profile them because the interface is the part of a company you can actually inspect: it is a truer signal of what a provider does than any marketing page. From those artifacts we compute the Kin Score — Kubeshop scores 55.8/100 (developing), with a separate agent-readiness read of 82/100 (agent native). The full breakdown is below, followed by every artifact we hold — each card links through to its machine-readable definition on apis.io.

Kin Score

This is the API Evangelist rating — a single, repeatable read computed from the artifacts on this page. Green fill is points earned; the red track is points possible, so every bar shows earned-versus-possible at a glance.

Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.8/100 · developing
Contract Quality 15.5 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 3.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 82/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3

How we profile Kubeshop

Each block below is one kind of artifact we hold for Kubeshop. For each we say what it is and why it earns a place in the profile, then list every one we've indexed — capped at two rows, scroll within the panel for the rest.

APIs 30

Each API is captured as its own OpenAPI definition — every operation, parameter, and response. This is the single most useful machine-readable description of what an API does, and it's what lets us score, lint, mock, and generate against it without asking the provider for anything.

Individual APIs this provider publishes, each with its own machine-readable definition.

Kubeshop api API

Testkube API operations

Kubeshop artifacts API

Artifact operations

Kubeshop cluster-resources API

The cluster-resources API from Kubeshop — 1 operation(s) for cluster-resources.

Kubeshop Executions API

The Executions API from Kubeshop — 19 operation(s) for executions.

Kubeshop executor API

Executor operations

Kubeshop keymap API

Keymap for fields in a form

Kubeshop labels API

Listing all available labels

Kubeshop logs API

Log operations

Kubeshop Organizations API

The Organizations API from Kubeshop — 104 operation(s) for organizations.

Kubeshop pro API

The pro API from Kubeshop — 18 operation(s) for pro.

Kubeshop repository API

The repository API from Kubeshop — 1 operation(s) for repository.

Kubeshop secrets API

The secrets API from Kubeshop — 2 operation(s) for secrets.

Kubeshop Status Pages API

The Status Pages API from Kubeshop — 2 operation(s) for status pages.

Kubeshop tags API

The tags API from Kubeshop — 1 operation(s) for tags.

Kubeshop template API

The template API from Kubeshop — 2 operation(s) for template.

Kubeshop templates API

The templates API from Kubeshop — 1 operation(s) for templates.

Kubeshop test-sources API

The test-sources API from Kubeshop — 2 operation(s) for test-sources.

Kubeshop test-suites API

Test suites orchestration operations

Kubeshop test-triggers API

Test Triggers CRUD operations

Kubeshop Test Workflow Executions API

The Test Workflow Executions API from Kubeshop — 7 operation(s) for test workflow executions.

Kubeshop Test Workflow Templates API

The Test Workflow Templates API from Kubeshop — 2 operation(s) for test workflow templates.

Kubeshop Test Workflow With Executions API

The Test Workflow With Executions API from Kubeshop — 3 operation(s) for test workflow with executions.

Kubeshop Test Workflows API

The Test Workflows API from Kubeshop — 22 operation(s) for test workflows.

Kubeshop tests API

Tests operations

Kubeshop Triggers API

The Triggers API from Kubeshop — 2 operation(s) for triggers.

Kubeshop Users API

The Users API from Kubeshop — 2 operation(s) for users.

Kubeshop webhook API

Webhook operations

Kubeshop webhook-template API

The webhook-template API from Kubeshop — 2 operation(s) for webhook-template.

Kubeshop Webhook Templates API

The Webhook Templates API from Kubeshop — 2 operation(s) for webhook templates.

Kubeshop Webhooks API

The Webhooks API from Kubeshop — 2 operation(s) for webhooks.

Scroll within the panel for all 30 ·

MCP Servers 1

Model Context Protocol servers expose these APIs directly to AI agents. We profile them because agent-native access is the fastest-growing way this provider's capabilities actually get used.

Model Context Protocol servers that expose these APIs to AI agents.

kubeshop-mcp.yml

MCP SERVER

Rate Limits 1

Rate limits are the difference between a demo that works and a production integration that doesn't fall over. Publishing them is an operational-transparency signal — and a hard requirement for any agent that plans its own throughput.

Documented rate limits and quota policies.

Kubeshop Rate Limits

0 limits

RATE LIMITS

Event Specifications 1

Not every API is request/response. AsyncAPI describes the event-driven and streaming side — the webhooks and channels — so the asynchronous half of the interface is documented the same way the synchronous half is.

AsyncAPI definitions for this provider's event-driven and streaming APIs.

Security Posture 2

Authentication, domain security, vulnerability disclosure, and trust-center signals — the evidence that a provider takes security seriously enough to document it. We profile it because you can't govern what you can't see.

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Kubeshop Authentication

http/oauth2 · 2 schemes

SECURITY

Kubeshop Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Scopes 1

OAuth scopes are the vocabulary of least-privilege access. Profiling them shows exactly what an integration — or an agent acting on a user's behalf — is allowed to do.

OAuth scopes governing access to this provider's APIs.

Kubeshop Scopes

1 scope · authorizationCode

1 scopes

SCOPES

Agentic Access 1

An x-agentic-access contract marks which operations are safe for an agent to run on its own and which need a human in the loop. It is the difference between an API an agent can use and one it can use safely.

Recommended x-agentic-access execution contracts for AI agents.

Kubeshop Agentic Access

371 operations · 187 acting · 1 human-in-the-loop

371 operations · 187 acting

AGENTIC

Resources

Every other property we hold for Kubeshop — documentation, portals, status pages, policies, and corporate surface — grouped by the job it does, following the integrator's arc from getting started to running in production.

Documentation 2

Reference material describing how the API behaves

Build 4

SDKs, sample code, and the tooling you integrate with

Commercial 3

Pricing, plans, and the legal terms of use

Company 2

The organization behind the API

Other 1

Properties that don't map to a standard resource type

← All providers · Data indexed from github.com/api-evangelist/kubeshop · machine-readable index on apis.io