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.; scira-mcp-chat: Scira MCP Chat is an open-source AI chatbot application built with Next.js and Vercel's AI SDK. It fully integrates with Model Context Protocol (MCP) servers, enabling the expansion of AI capabilities through external tools and various transport types.
Adding a context-aware AI copilot to a SaaS product that understands app state
Expanding AI capabilities by integrating specialized external tools.