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.; cloakbrowser-mcp: cloakbrowser-mcp is a Model Context Protocol (MCP) server that enables browser automation using the Playwright MCP framework with the CloakBrowser Chromium binary. It provides Playwright-compatible tools through a thin bridge for npm and Docker users over stdio or Streamable HTTP.
Adding a context-aware AI copilot to a SaaS product that understands app state
Automating web interactions for AI agents