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.; camofox-mcp: CamoFox MCP connects MCP clients to the CamoFox browser server, providing 47 automation tools with anti-detection capabilities. It supports multi-tab workflows, session persistence, and token-efficient accessibility snapshots. The toolset enables navigation, interaction, search, extraction, downloads, and batch operations.
Adding a context-aware AI copilot to a SaaS product that understands app state
AI agents performing automated web testing and data extraction.