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Molar
.
Platform
Platform browser result
A browser action produces a file or structured data result.
BROWSER → RESULT
billing portal
Find invoice
August 2026
Open
action
file / data result
PDF
invoice
august_2026
downloaded
app ready
Give a browser the task.
Bring back the file, the data and a record of what happened.
Explore the platform
Platform overview
Automate work across the web.
Browser agents
Complete tasks across websites.
Live view & recordings
Watch a run and replay its steps.
Multi-user tests
Preview
Test one flow across several accounts.
Developer tools
Run checks from the CLI or an MCP client.
From one browser task to your coding workflow.
Connect through MCP
Products
Cartographer route map
A seed page branches into discovered account, checkout, and edge paths.
DISCOVERED ROUTES
seed
app.test
start here
map
Account path
workspace found
Checkout path
receipt observed
Edge path
needs inspection
branch changes
Cartographer
Explore your app and record each step.
Clones state and restore
A service state is captured, changed by a test, and restored for the next run.
SERVICE STATE
checkout clone
payment_intent
pi_4b91
status
pending
test inbox
empty
Snapshot
state_014
Run a failure
webhook delayed
Restore
back to state_014
Clones
Test Stripe, email, SMS and sign-in without the real services.
Guard release check
A release moves through checks and stops at a blocked payment route.
RELEASE CHECK
pull/48
checkout copy
+ 3 files
preview
checks
signup
access
payment
ready
2 checks
blocked
payment
review
trace
route stops here
Guard
Run your checks on pull requests and on a schedule.
Trace synchronized failure
Browser, network, and console tracks align at the failed receipt request.
TRACE / RUN 0048
checkout / confirmation
Order confirmed
receipt?
browser
click
submit
assert
network
POST 200
GET 200
POST 500
console
quiet
quiet
error
failure
failure cursor
receipt
POST /receipt
500
browser + net
+ console
Trace
See the step, request and screenshot behind a failure.
Mender proposed diff
A proposed repair is shown for review before anyone applies it.
REVIEWABLE REPAIR
proposed diff
checkout confirmation
- status: pending
+ status: confirmed
+ receipt: attached
proposed patch
review before apply
scope checked
human approval
Review patch
merge stays with you
Mender
Preview
Review a suggested fix for a failed check.
Explore the clone catalog
Payments, email, sign-in and more
How the products work together
Solutions
Test customer actions
Checkout & payments
From a payment to a confirmed order.
Sign-in & onboarding
Accounts, email codes, and access.
Team workflows
Invites, roles, and permissions.
Integration-heavy apps
Payments, auth, messaging, webhooks.
Build and release
Preview deployments
Check the change before you merge.
Coding agents
Let your agent test its changes.
Startups & small teams
Keep shipping with repeatable QA.
Automate browser work
Browser automation
Forms, portals, files, and repeat work.
Web data extraction
Turn page content into usable data.
Find the setup for your task
Talk to us
Resources
Clones state and restore
A service state is captured, changed by a test, and restored for the next run.
SERVICE STATE
checkout clone
payment_intent
pi_4b91
status
pending
test inbox
empty
Snapshot
state_014
Run a failure
webhook delayed
Restore
back to state_014
Test Stripe without charging a real card.
Read guide
Guard release check
A release moves through checks and stops at a blocked payment route.
RELEASE CHECK
pull/48
checkout copy
+ 3 files
preview
checks
signup
access
payment
ready
2 checks
blocked
payment
review
trace
route stops here
Make the right checks required before merge.
Read guide
Ask Molar
Find an answer with sources.
Documentation
Get from setup to your first run.
MCP setup
Connect Claude Code, Codex, Cursor, and more.
Guides & field notes
Practical lessons in software QA.
Developer resources
CLI, API, MCP, and Playwright.
Company
Why we are building Molar.
Changelog
See what is new in Molar.
Talk to the team
Find the right setup for your app.
Start with the quickstart
See a real agent run
Pricing
Sign in
Get started
Sign in
Get started