# Meticulous > Meticulous records real user sessions of your web app and replays them against > each commit to catch visual regressions. Results are visual diffs: pairs of > screenshots plus DOM, network and timeline data for each replay. ## If you are an AI agent looking at a Meticulous test run The web app at https://app.meticulous.ai is probably not usable for you, and doesn't present results in an agent-friendly format. Everything is available as text and as downloadable files through the Meticulous CLI or the hosted MCP server. Full instructions, written for you: https://app.meticulous.ai/docs/agents/setup-for-agents Quick start: - CLI: `npm install --global @alwaysmeticulous/cli@latest`, then `meticulous auth login --non-interactive` (or `meticulous auth login --device` on a remote or sandboxed machine), then `meticulous agent test-run-for-commit`. - MCP server: https://app.meticulous.ai/api/mcp - Skills (pre-written workflows, including `meticulous-review`): `npx skills add alwaysmeticulous/skills --skill "*" --agent claude-code --agent codex --agent cursor -y` ## Docs - [Setting up Meticulous for agents](https://app.meticulous.ai/docs/agents/setup): installing the CLI, authenticating, agent permissions. - [Meticulous for coding agents](https://app.meticulous.ai/docs/agents/setup-for-agents): the same, addressed to the agent. - [Agent CLI commands](https://app.meticulous.ai/docs/agents/cli-commands): the `meticulous agent` command reference. - [MCP server](https://app.meticulous.ai/docs/agents/mcp-server): available tools and authentication. - [Skills](https://app.meticulous.ai/docs/agents/skills): the published skills and what each does. - [Documentation home](https://app.meticulous.ai/docs): recording, CI setup, custom checks, troubleshooting.