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Launchbar Agent integrates Langchain and MCP to automate tasks based on user prompts directly within LaunchBar. By configuring LLM API keys and MCP settings via .env and mcp_config.json files, users can leverage a range of tools accessible via MCP servers to streamline workflows. The tool also includes autocomplete functionality using '@' symbol, dynamically loading the relevant MCP server based on the tool name, enhancing the user experience and customization.