aula-mcp: `aula-mcp` is a server that acts as an interface between a Model Context Protocol (MCP) client (LLM) and the Danish school communication platform Aula, facilitating data fetching from Aula. It explicitly states that the LLM is not part of the project, and data privacy relies entirely on the chosen client, with the server itself running locally and forwarding nothing independently.; 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.
Enable LLMs to query Aula data (e.g., weekly schedules, messages) using natural language.
Adding a context-aware AI copilot to a SaaS product that understands app state