A browser agent with a job to finish.

Molar turns a clear goal into browser actions and an inspectable result for QA, workflow automation, extraction, or verification.

Browser taskIllustrative workflow
billing.acme.test
Browser taskFind August invoice

Aug 2026 Paid

Documentinvoice_august_2026.pdf


Downloaded

Goal in, result out

Describe the task, define the target, and receive status plus available evidence.

State matters

The agent uses what the page shows after each action to choose the next step.

Choose your interface

Start from the dashboard, CLI, or MCP for the workflow you are building.

A practical browser loop

Choose a URL, give a bounded goal such as “find the latest invoice,” and set permitted credentials. Molar navigates, acts, and returns the result.

  • Authorized execution
  • Task status
  • Structured references
Go to documentation
Browser taskIllustrative workflow
billing.acme.test
Browser taskFind August invoice

Aug 2026 Paid

Documentinvoice_august_2026.pdf


Downloaded

QA and automation share foundations

The same browser layer can verify a login, complete an approved task, extract fields, or provide evidence to a coding agent.

  • Verification and extraction
  • CLI and MCP
  • Screenshots where captured
Talk through your use case
Checkout journeyIllustrative workflow
checkout.acme.test
PaymentAcme Pro plan4242 4242 4242 424208 / 28 · Test card
Signed callbackPayment webhookPOST /webhooks/payment signature verified
Order #1042ConfirmedReceipt → test inbox

A few things
you might be wondering.

Have a specific workflow in mind?
Let’s talk it through

What can a browser agent do?

Supported workflows include navigation, forms, extraction, downloads, and page verification.

Can I watch a run?

Live view information is available for supported runs; broad interactive capacity remains in beta.

Does the agent have unrestricted access?

Targets, credentials, scopes, and workflow policies define access and actions.

Give a browser a job.

Choose a concrete workflow. We’ll help you get the right setup for your application.