AgentKit provides a framework for creating multi-agent networks in TypeScript, combining LLM calls with prompts, tools, and Model Context Protocol (MCP) integrations. It enables agents to collaborate through networks with shared state, supports deterministic and LLM-based routing strategies like ReAct, and includes built-in tracing for debugging and optimizing AI workflows.