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-omnisearch: mcp-omnisearch is an MCP server that unifies multiple search and extraction APIs (Tavily, Brave, Kagi, Exa AI, GitHub, Linkup, Firecrawl) into four tools: web_search, ai_search, github_search, and web_extract. It supports flexible provider selection and key management, and can be deployed on any platform with Node.js.
Adding a context-aware AI copilot to a SaaS product that understands app state
Perform comprehensive web searches using multiple search engines in one request