mcp-agentai is an open-source MCP server for AI agent orchestration, enabling multi-agent workflows via Model Context Protocol. It provides key features including agent communication, task delegation, and state management. Ideal for building complex AI systems and integrating with LLMs, it serves as an MCP-focused alternative to LangGraph.