agno

Agno is an AI agent framework that enables developers to build production-ready multi-agent systems with tools, memory, and structured outputs. It supports multi-agent teams with role-based delegation, complex workflows with conditional branching and loops, and integrates with Model Context Protocol (MCP) servers via stdio, SSE, or HTTP transports. The framework includes session memory storage via PostgreSQL or SQLite, knowledge base functionality for RAG and document processing, and AgentOS—a FastAPI-based runtime for deploying agents as production APIs. Developers use Agno to create autonomous agents, orchestrate agent collaboration, debug agent behavior with telemetry, and optimize performance with retries and rate limiting.

Install using the command provided to add the skill to your project.