What is Agno?

Agno is an agent framework and runtime for building and running multi-agent systems.The AgentOS runtime and SDK let engineers define agents, teams, and workflows with memory, knowledge management, tool integrations, guardrails, and human-in-the-loop controls.

Agno supports any model and common databases, enabling deployment in your cloud with a scalable API and low agent memory footprint.A built-in control plane provides browser-based chat, tracing, session monitoring, evaluation metrics, and tooling for operators.

Security features include private-by-default deployments, JWT, RBAC, and request-level isolation to keep data within customer environments.Typical use cases include research automation, support agents, content workflows, and production agent services for engineering and ops teams.

Agno user reviews

Would you recommend Agno?

Recommend this tool?

Agno's key features

Agent framework to build self-learning agents with memory, knowledge, tools, guardrails, and human-in-the-loop
Production-grade runtime (AgentOS) to run agents, teams, and workflows as a scalable API and deploy anywhere
Built-in control plane and secure UI for real-time chat, tracing, monitoring, session management, and evaluations
Privacy and security by design: runs in your cloud with JWT, RBAC, and request-level isolation (no data egress)
Unified, extensible integrations and APIs: any model, any database (e.g., Postgres), unified sync/async API, and interfaces like Slack and SDKs

Agno use cases

Build a production-ready customer support automation using Agno to orchestrate specialized agents (intent classification, knowledge retrieval, response generation), leverage memory-backed knowledge management and human-in-the-loop escalations, enforce RBAC and request-level isolation, and deploy scalably in the cloud for high concurrency
Develop automated multi-step business workflows (order processing, compliance checks, notifications) with Agno's agent runtime and tool integrations, using agent observability and tracing for debugging and performance monitoring, request isolation for safe parallel execution, and scalable cloud deployment to handle peak loads
Create a secure R&D assistant platform with Agno that composes research agents accessing private corpora via memory/knowledge management, enforces RBAC and request isolation for compliance, and provides detailed tracing and audit logs for reproducibility and governance