Agno Framework Hits 1.0: Python-Native Multi-Agent Framework With Native Memory, Reasoning, and MCP Tool Support

GitHub / Agno·medium signal

Agno, an open-source Python-native framework for building multi-agent systems, released version 1.0 with native memory management, reasoning loops, and full MCP tool compatibility, positioning itself as a lightweight alternative to LangGraph and CrewAI for teams that want minimal abstractions. The 1.0 release includes an agent UI for monitoring multi-agent sessions, a playground for rapid prototyping, and integrations with over 20 model providers. Agno emphasizes performance — claiming sub-2ms agent instantiation — as a differentiator from heavier orchestration frameworks.