Cagent – Docker Docs (docs.docker.com)

Cagent is a new tool designed to streamline the development and orchestration of AI agents, allowing users to define and manage a hierarchy of agents centered around a root agent that delegates tasks to sub-agents. This multi-agent system supports integration with various AI models (including OpenAI and Anthropic), employs a security-first design with multi-tenant architecture, and enables real-time interaction through event-driven streaming. Users can easily create and run agents using Docker, enhancing accessibility and collaboration among teams. The significance of Cagent lies in its innovative approach to task delegation and agent collaboration, which aims to improve productivity and efficiency in AI-driven environments. By defining separate contexts for each agent and utilizing a rich tool ecosystem based on the Model Context Protocol (MCP), Cagent enables flexible and dynamic interactions among agents. This supports complex workflows where tasks can be assigned based on the capabilities of each agent, ultimately fostering a more organized and effective framework for developing AI applications.