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.; web-scout-mcp: A Model Context Protocol (MCP) server that provides web search via DuckDuckGo and clean content extraction from web pages. It supports parallel processing of multiple URLs, memory optimization, rate limiting, and robust error handling.
Adding a context-aware AI copilot to a SaaS product that understands app state
Perform privacy-focused web searches without tracking