kragent.ai is an online autonomous, general-purpose AI agent with code execution, web search, and browser capabilities. It runs on open-source or commercial LLMs (like Claude), with flexible API key configuration and cost optimization through model mixing. Users can explore topics deeply - research literature, prototype and debug code, generate documentation. With multimodal LLMs, it automatically handles image analysis from web pages and documents.