Drive MoreLogin from AI coding assistants and agent frameworks. There are three integration routes; pick the one that matches the tool you already use.
| 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.
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.
Related: CLI Overview, Quick Start, Commands
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.
Setup guides: Cursor, Claude Desktop, CLI Agents (Claude Code, Cline)
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.
Framework guides: OpenClaw, Hermes, Automation Examples
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.