CopilotKit: CopilotKit is a React framework for embedding AI copilots, chatbots, and in-app agents directly into web applications. It provides UI components (chat interface, sidebar, textarea) and backend infrastructure for building agentic frontends — where AI can read and modify application state, take actions, and render generative UI. Supports LangChain, LangGraph, CrewAI, and custom agent backends.; real-browser-mcp: Real Browser MCP bridges AI coding agents to your actual Chrome browser. It uses a Chrome extension and an MCP server to let agents see, interact with, and navigate your existing browser with all your sessions and cookies. No need to launch a separate headless browser; it works with your logged-in state.
Adding a context-aware AI copilot to a SaaS product that understands app state
Verify code changes by seeing the actual browser result without re-logging