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.; webpage-mcp: Webpage MCP turns your browser into a fully-featured MCP server, allowing AI assistants to navigate pages, take screenshots, click elements, read content, capture network traffic, run JavaScript, and more. It uses Chrome Native Messaging and stdio transport for secure local communication. The project provides 20+ tools and additional capabilities like workflow recording, semantic search, and an in-browser agent UI.
Adding a context-aware AI copilot to a SaaS product that understands app state
Automate repetitive browser tasks like form filling, data extraction, and testing