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.; mcp-neo4j: This repository provides Neo4j Labs Model Context Protocol (MCP) servers, enabling large language models (LLMs) to interact with Neo4j instances using natural language. It offers modules for Cypher query generation, knowledge graph memory, Aura cloud service management, and interactive graph data modeling.
Adding a context-aware AI copilot to a SaaS product that understands app state
Querying and interacting with Neo4j databases using natural language