# Molar documentation

> Customer and agent documentation for Molar — autonomous QA with Cartographer, Guard, Trace, and Clones.
> Base URL: https://docs.molar.it

## Agents — start here

- [For agents](https://docs.molar.it/docs/getting-started/for-agents): Self-serve signup, MCP, CLI, credentials, verification flow
- [Agent self-serve signup](https://docs.molar.it/docs/getting-started/agent-signup): API signup, 6-digit verification, scope upgrades
- [MCP server](https://docs.molar.it/docs/platform/mcp): Remote HTTP + local stdio, OAuth scopes, tool catalog
- [CLI reference](https://docs.molar.it/docs/platform/cli): Shipped molar commands (init, login, run, scenarios, clone, agent signup)
- [llms.txt](https://docs.molar.it/llms.txt): This file — full page index

## Getting started

- [Documentation hub](https://docs.molar.it/docs/getting-started): Four products, human vs agent paths
- [For humans](https://docs.molar.it/docs/getting-started/for-humans): app.molar.it signup, dashboard, GitHub App
- [For agents](https://docs.molar.it/docs/getting-started/for-agents): MCP, self-serve signup, llms.txt
- [Choose your path](https://docs.molar.it/docs/getting-started/choose-your-path): Eval, install, and operate
- [Install & initialize](https://docs.molar.it/docs/getting-started/install): Account, CLI, project scaffold
- [Your first scenario](https://docs.molar.it/docs/getting-started/first-scenario): Validate, compile, and run
- [.molar.md config](https://docs.molar.it/docs/getting-started/molar-config): Project and scenario DSL

## CLI & MCP (included with every account)

- [CLI reference](https://docs.molar.it/docs/platform/cli): init, login, run, scenarios, clone, trace, agent signup
- [MCP server](https://docs.molar.it/docs/platform/mcp): mcp.molar.cloud/install, OAuth, scopes
- [Scenario compiler](https://docs.molar.it/docs/platform/scenario-compiler): .molar.md to Playwright
- [Dashboard guide](https://docs.molar.it/docs/platform/dashboard): app.molar.it operator UI routes
- [OAuth & authentication](https://docs.molar.it/docs/platform/oauth-authentication): Tokens, PATs, RBAC
- [BYOK](https://docs.molar.it/docs/platform/byok): Bring your own model keys
- [Cross-product workflows](https://docs.molar.it/docs/platform/cross-product-workflows): End-to-end QA loop
- [Error codes](https://docs.molar.it/docs/error-codes): Structured API errors

## Cartographer

- [Cartographer overview](https://docs.molar.it/docs/cartographer)
- [Quick start](https://docs.molar.it/docs/cartographer/quick-start)
- [Core concepts](https://docs.molar.it/docs/cartographer/core-concepts)
- [Dashboard](https://docs.molar.it/docs/cartographer/dashboard)
- [Browser extension](https://docs.molar.it/docs/cartographer/browser-extension)
- [MCP tools](https://docs.molar.it/docs/cartographer/mcp-tools)
- [Configuration](https://docs.molar.it/docs/cartographer/configuration)
- [Deployment](https://docs.molar.it/docs/cartographer/deployment)
- [Troubleshooting](https://docs.molar.it/docs/cartographer/troubleshooting)

## Guard

- [Guard overview](https://docs.molar.it/docs/guard)
- [Quick start](https://docs.molar.it/docs/guard/quick-start)
- [GitHub App & PR gate](https://docs.molar.it/docs/guard/pr-gating)
- [Production monitoring](https://docs.molar.it/docs/guard/production-monitoring)
- [Shadow-prod diff](https://docs.molar.it/docs/guard/shadow-prod-diff)
- [Mender auto-fix](https://docs.molar.it/docs/guard/mender)
- [Dashboard](https://docs.molar.it/docs/guard/dashboard)
- [Webhooks & API](https://docs.molar.it/docs/guard/webhooks-api)
- [Configuration](https://docs.molar.it/docs/guard/configuration)
- [Security](https://docs.molar.it/docs/guard/security)
- [Troubleshooting](https://docs.molar.it/docs/guard/troubleshooting)

## Trace

- [Trace overview](https://docs.molar.it/docs/trace)
- [Quick start](https://docs.molar.it/docs/trace/quick-start)
- [Trace list](https://docs.molar.it/docs/trace/trace-list)
- [Trace detail](https://docs.molar.it/docs/trace/trace-detail)
- [Debugger & replay](https://docs.molar.it/docs/trace/debugger-replay)
- [Mender hand-off](https://docs.molar.it/docs/trace/mender-handoff)
- [Integrations](https://docs.molar.it/docs/trace/integrations)
- [Security](https://docs.molar.it/docs/trace/security)
- [API reference](https://docs.molar.it/docs/trace/api-reference)
- [Keyboard shortcuts](https://docs.molar.it/docs/trace/keyboard-shortcuts)
- [Troubleshooting](https://docs.molar.it/docs/trace/troubleshooting-faq)

## Clones

- [Clones overview](https://docs.molar.it/docs/clones)
- [Quick start](https://docs.molar.it/docs/clones/quick-start)
- [Supported vendors](https://docs.molar.it/docs/clones/supported-vendors)
- [Core concepts](https://docs.molar.it/docs/clones/core-concepts)
- [Dashboard](https://docs.molar.it/docs/clones/dashboard)
- [Scenario integration](https://docs.molar.it/docs/clones/scenarios)
- [Snapshots](https://docs.molar.it/docs/clones/snapshots)
- [BYOC & fleet](https://docs.molar.it/docs/clones/byoc-fleet)
- [API & SDK](https://docs.molar.it/docs/clones/api-sdk)
- [Troubleshooting](https://docs.molar.it/docs/clones/troubleshooting)

### Clone vendors

- [Stripe](https://docs.molar.it/docs/clones/vendors/stripe)
- [Twilio](https://docs.molar.it/docs/clones/vendors/twilio)
- [Email](https://docs.molar.it/docs/clones/vendors/email)
- [Auth (Clerk)](https://docs.molar.it/docs/clones/vendors/auth)
- [S3](https://docs.molar.it/docs/clones/vendors/s3)
- [Fixture clones](https://docs.molar.it/docs/clones/vendors/fixtures)

## Reference

- [Support](https://docs.molar.it/docs/support)
- [Error codes](https://docs.molar.it/docs/error-codes)

## Product APIs

- [Guard webhooks & API](https://docs.molar.it/docs/guard/webhooks-api)
- [Trace API reference](https://docs.molar.it/docs/trace/api-reference)
- [Clones API & SDK](https://docs.molar.it/docs/clones/api-sdk)

## External URLs

- App: https://app.molar.it
- API: https://api.molar.it
- MCP install: https://mcp.molar.cloud/install
- Marketing: https://molar.it
- Product landings: https://cartographer.molar.it · https://guard.molar.it · https://clones.molar.it · https://trace.molar.it
- CLI install: https://get.molar.it