What problem does it solve? Wiring a backend agent framework like LangGraph, CrewAI, or PydanticAI into a CopilotKit frontend requires knowing the correct AG-UI adapter, client class, server pattern, and port conventions for each framework, which is error-prone without a reference. ## Core Features & Use Cases - Framework Decision Tree: Routes you to the correct integration guide based on your agent's language and framework (LangGraph, CrewAI, PydanticAI, Mastra, ADK, LlamaIndex, Agno, Strands, Microsoft Agent Framework, A2A, MCP Apps). - Per-Framework Reference Guides: Detailed integration docs covering agent definition, FastAPI server setup, Next.js route configuration, and shared state management for each supported framework. - Common AG-UI Patterns: Ready-to-use frontend snippets for CopilotKitProvider, useAgent shared state, useFrontendTool, useRenderToolCall generative UI, and useHumanInTheLoop approval flows. - Use Case: You have a CrewAI Flow agent and need it to stream responses and shared state into a Next.js CopilotKit app; the skill tells you to use add_crewai_flow_fastapi_endpoint on the server and HttpAgent in the route. ## Quick Start Ask the assistant to wire your LangGraph Python agent into a CopilotKit Next.js app using the AG-UI protocol.