Ecosystem overview for everything related to token-efficiency.
Playwright CLI is a command-line interface developed by Microsoft, specifically designed for AI coding agents to perform browser automation. It achieves higher token efficiency than traditional Playwright MCP by utilizing concise CLI commands and installable skills, avoiding the loading of large tool schemas and verbose accessibility trees into the model context. This makes it ideal for high-throughput coding agents that need to balance browser automation with large codebases, tests, and reasoning within limited context windows. It supports multiple browsers, session management, and a visual monitoring dashboard.