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.; sonarqube-mcp-server: The SonarQube MCP Server provides a Model Context Protocol interface for integrating code quality and security analysis with SonarQube Server or Cloud. It facilitates direct code snippet analysis within the agent context and supports various IDEs and CLIs through containerized deployment or manual configuration.
Adding a context-aware AI copilot to a SaaS product that understands app state
Identify and fix critical issues to pass failing quality gates before merging code.