What is Toolbar used for?

Toolbar is AI test automation for web apps that generates, heals and runs browser-based QA flows from plain-English descriptions on pull requests, staging and production. It is a good fit for catching regressions from AI-generated code, validating checkout and onboarding after each PR, and monitoring critical flows in production.

How much does Toolbar cost?

Paid plans for Toolbar start at €299 per month, and there is no free plan.

Is Toolbar open source?

No. Toolbar is proprietary (closed-source) software and can't be self-hosted. In the Testing & QA category, open-source options include WebdriverIO, Shortest and Appium.

What are some alternatives to Toolbar?

Toolbar competes with Marker.io, Userback and BugHerd.

Toolbar: features, pricing and alternatives

About Toolbar

Toolbar is a QA service for teams shipping web apps quickly. You describe a journey in plain English, such as testing signup or checkout, and it generates browser-based test flows from your product, code and context without selectors or hand-written scripts. When the interface changes, flows are repaired and updated on their own, which keeps coverage from decaying the way a traditional regression suite does.

Flows run on every pull request, before deploys, on schedules or continuously in production. Each run produces screenshots, a replay, logs and an actionable failure report. You can guide the agent in chat to add assertions or change behavior. It supports authenticated flows including OAuth and one-time passwords, workspaces per project, GitHub integration, CI hooks and shared environments, plus Slack or Linear alerts. A browser extension is also offered for capturing bugs.

The site distinguishes it from using a coding assistant to write tests: it runs them in a real browser and keeps them working. Pricing is €299 per month and is based on QA agent runs, where one run is one product flow tested in a real browser.

Key features

Plain-English test descriptions
Self-healing browser test flows
Runs on PRs, staging and production
Screenshots, replays and failure reports
Authenticated flows with OAuth and OTP
GitHub, CI hooks and Slack or Linear alerts
Production monitoring of key flows

Good fit for

Catching regressions from AI-generated code
Validating checkout and onboarding after each PR
Monitoring critical flows in production

Tags: qa; test-automation; e2e-testing; ai-testing; ci; browser-testing; regression

Toolbar: questions and answers

What is Toolbar used for?: Toolbar is AI test automation for web apps that generates, heals and runs browser-based QA flows from plain-English descriptions on pull requests, staging and production. It is a good fit for catching regressions from AI-generated code, validating checkout and onboarding after each PR, and monitoring critical flows in production.
How much does Toolbar cost?: Paid plans for Toolbar start at €299 per month, and there is no free plan.
Is Toolbar open source?: No. Toolbar is proprietary (closed-source) software and can't be self-hosted. In the Testing & QA category, open-source options include WebdriverIO, Shortest and Appium.
What are some alternatives to Toolbar?: Toolbar competes with Marker.io, Userback and BugHerd.