# AI Agent Integrations

Drive MoreLogin from AI coding assistants and agent frameworks. There are three integration routes; pick the one that matches the tool you already use.

## Choosing a route

| Route | Best for | How the agent talks to MoreLogin |
|  --- | --- | --- |
| **CLI** | Coding assistants that run shell commands: Codex, Claude Code, Cursor, Gemini CLI | The agent runs `ml-cli` commands |
| **MCP** | Clients that implement the Model Context Protocol: Cursor, Claude Desktop, Claude Code, Cline / Roo Code | The agent calls tools exposed by the local MCP server |
| **Agent Skills** | Agent frameworks: OpenClaw, Hermes | The agent invokes a packaged skill that uses the Local API and CDP |


All three run locally alongside the MoreLogin desktop client and act on your local profiles. None of them expose your profiles to the public internet.

## CLI

Give your assistant a setup prompt, then let it call `ml-cli` for profile and cloud phone operations. Convenience commands such as `ml-cli env open --name P-1` let users refer to profiles by name instead of ID.

→ [AI Agent Usage](/uk/cli/agent)

Related: [CLI Overview](/uk/cli), [Quick Start](/uk/cli/quick-start), [Commands](/uk/cli/commands)

## MCP

Connect any MCP-capable client to the MoreLogin MCP server and control browser profiles through natural language, including in-page automation such as navigation, typing, clicking, data extraction, and screenshots.

→ [MCP Overview](/uk/mcp/overview)

Setup guides: [Cursor](/uk/mcp/cursor), [Claude Desktop](/uk/mcp/claude-desktop), [CLI Agents (Claude Code, Cline)](/uk/mcp/cli-agents)

## Agent Skills

Install the MoreLogin skill into an OpenClaw or Hermes agent to get full lifecycle control over browser profiles and cloud phones, plus proxy, group, and tag management.

→ [Agent Skills Overview](/uk/skills)

Framework guides: [OpenClaw](/uk/skills/openclaw), [Hermes](/uk/skills/hermes), [Automation Examples](/uk/skills/automation)

## Security

When you connect an agent through any of these routes, it can create, modify, and delete profiles and interact with live pages. Review the actions an agent proposes before approving them, especially anything involving logins, downloads, installation, or state changes.