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MCP

The Server exposes an MCP server. MCP is the primary automation interface for AI agents.

The CLI exists for human convenience. AI agents should use MCP directly.

Resources​

Example resources:

workspace://current
workspace://agent-1
workspace://agent-1/browser
workspace://agent-1/logs
workspace://agent-1/events
workspace://agent-1/frontend

Resources expose current workspace state.

Tools​

Example tools:

  • Restart Workspace.
  • Stop Workspace.
  • List Workspaces.
  • List Applications.
  • Navigate Browser.
  • Click Element.
  • Fill Input.
  • Press Keys.
  • Take Screenshot.
  • Export Playwright.
  • Wait For Selector.
  • Wait For Text.
  • Wait For Navigation.
  • Retrieve Logs.
  • Retrieve Diagnostics.
  • Retrieve Event Stream.

Automation Flow​

AI agents interact with applications through MCP:

inspect_page
↓
click
↓
fill
↓
press
↓
wait
↓
screenshot

The Server executes browser operations.