Agno vs LangGraph

Agno and LangGraph are both agent frameworks for Python. Agno is published by Agno and LangGraph by LangChain. On GitHub, LangGraph has 43,823 stars and Agno has 42,878. Both were last active in Oct 2026. The table lines up where they differ (publisher, license and weekly downloads) and has the install commands for both. Everything here comes from the listings' public sources and is refreshed daily. Agno describes itself as: Python framework and runtime for building agents, serving them over a REST API and MCP server, and managing them from a web control plane. LangGraph: Low-level Python orchestration framework for long-running stateful agents, with durable execution, human review points and short- and long-term memory. Licenses: Agno Apache-2.0, LangGraph MIT.