Frameworks

Agno

Fast, lightweight framework for multimodal, multi-agent systems with built-in memory and knowledge.

As of 1 September 2026, Agno ranks 19th of 34 in Frameworks on the Agent Reality Index — scored 46.8 of 100, led by market demand.

#1946.8Index / 100

Score breakdown

Market demand33
Developer adoption55
Real usage70
Momentum48
Production readiness59
Community39

Why this rank: the index weights market demand most heavily — how much Agno is actually searched for and asked about inside AI tools.

Real-world demand

2.8kGoogle searches / mo
1AI / LLM searches / mo
2.8kProduct-site visits / mo
42kGitHub stars
2112kPackage downloads / mo

Demand measured via Product-site traffic · confidence: high

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Common questions

Agno — frequently asked questions

What is Agno?

Fast, lightweight framework for multimodal, multi-agent systems with built-in memory and knowledge. It is tracked in the Frameworks category of the Agent Reality Index.

What is Agno's Agent Reality Index ranking?

As of 1 September 2026, Agno ranks 19th of 34 in Frameworks, with an overall Agent Reality Index score of 46.8 of 100.

How is Agno scored?

The index blends six real-world signals — market demand (weighted most heavily), developer adoption, real usage, momentum, production-readiness, and community — into a 0–100 score, rather than relying on GitHub stars or vendor opinion.

Is Agno open source?

Agno is open source; its code is publicly available on GitHub.

How popular is Agno?

Measured 1 September 2026, Agno draws about 2.8k Google searches a month, around 1 AI and LLM searches, roughly 42k GitHub stars, about 2112k package downloads a month. Demand confidence is rated high.

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