No-code AI testing for Jira On the Atlassian Marketplace

Test what the cloud can’t reach.
Right from the Jira issue.

Write a test in plain English on any Jira issue — or let AI draft it for you. Your own AI agent runs it for real — reaching localhost, your VPN, and the SSO-gated staging cloud runners can’t — then posts the verdict and screenshots back to the issue. Your code and credentials never leave your laptop.

No external backend  ·  Free to install

Plain-English authoringBring your own AI agentReaches localhost, VPN & SSONo external backend
VibeTest for Jira app icon
VibeTest for Jira

The first AppDash app

Meet VibeTest for Jira.

Automated coverage of the systems cloud runners can’t reach — authored in plain English, run by an AI agent that adapts to your UI instead of breaking on it, and tracked where your work already lives.

Reaches what the cloud can’t

localhost, VPN, and SSO-gated staging — because the test runs on your machine, with your sessions.

Anyone can write a test

Plain English or Given/When/Then — or let AI draft the scenario from your requirement. No Selenium, no Cypress, so PMs and analysts can author too.

Private by design

No external backend. Code, credentials, and internal sites never leave your laptop. Jira only gets the result.

How it works

Three steps. No scripts.

01

Describe the check

On any Jira issue, write what should work — a sentence or a BDD scenario, or let AI draft it from your acceptance criteria. That’s the whole test.

02

Press Run

An AI agent on your paired Mac drives a real browser or calls your APIs — with your own logins, on your own network.

03

Read the result in Jira

Per-step results and screenshots post straight back to the issue. Pass or fail, with the evidence attached.

Your agent, your rules

Bring your own agent.

VibeTest doesn’t lock you into a black-box runner. Point it at the AI agent your team already trusts, and configure it the way your stack demands — custom skills, internal MCP servers, your own model endpoints.

Custom skillsInternal MCP serversYour model endpointsOrg-specific guardrails
Claude Codeagentconnected
design-system-mcpinternal MCP
staging-fixtures-mcpinternal MCP
visual-regressioncustom skill

Why AppDash

Built for teams who live in Jira.

Private by default

No backend we operate. Your data, credentials, and browser sessions stay on your machine — Jira only ever sees the result.

Native Jira speed

Built right into Jira, so it loads where your work already lives — no clunky redirects, no separate console.

Made by people who use Jira

We hit these problems inside Jira every day — and we sweat the details for teams who do too.

Test what cloud runners can’t. Free.

Install VibeTest from the Atlassian Marketplace, pair the free Mac app, and run your first test in minutes.