MetaGPT vs 
Agno
MetaGPT vs Agno compared for 2026 — features, license, ease of use, performance and which one to choose. A software company of LLM agents vs Fast, lightweight multi-modal agents.
Updated regularly · curated by OpenSourceAI.tech
MetaGPT vs Agno at a glance
| Spec | MetaGPT | Agno |
|---|---|---|
| Category | AI agent framework | AI agent framework |
| Type | Multi-agent framework | Agent framework |
| License | MIT | MPL-2.0 |
| Runs locally | Cloud-optional | Cloud-optional |
| Primary language | Python | Python |
| Ease of use | Advanced | Intermediate |
| Best for | turning specs into multi-file projects | fast agents with memory and tools |
| GitHub stars | — | 41.5k |
How MetaGPT and Agno score
| Criterion | MetaGPT | Agno |
|---|---|---|
| Popularity | n/a | 4.0 |
| Maintenance | n/a | 5.0 |
| Ease of use | 2.5 | 3.5 |
| Privacy | 3.5 | 3.5 |
| License freedom | 5.0 | 3.5 |
Scores are computed automatically from public signals — GitHub stars (popularity), recent commit activity (maintenance), license type (freedom), local-first design (privacy) and onboarding complexity (ease of use). Indicative, not a verdict.
What each one is
MetaGPT
MetaGPT assigns roles like product manager, architect and engineer to multiple LLM agents that collaborate to turn one line of requirements into code, docs and diagrams.
- Role-based multi-agent collaboration
- Generates code, docs and diagrams together
- Large, active community
Agno
Agno (formerly Phidata) is a lightweight, high-performance framework for building multi-modal agents with memory, knowledge and tools, plus a monitoring UI.
- Very fast agent instantiation
- Built-in memory, knowledge and tools
- Multi-modal and model-agnostic
Key differences
MetaGPT is multi-agent framework, while Agno is agent framework. Their licenses differ (MIT vs MPL-2.0), which matters if you ship a commercial product. MetaGPT leans more advanced-friendly, whereas Agno is more suited to intermediate users. In short, MetaGPT fits turning specs into multi-file projects, and Agno fits fast agents with memory and tools.
Which should you choose?
Choose MetaGPT for turning specs into multi-file projects. Choose Agno for fast agents with memory and tools.
There is rarely one winner — many setups use both. The right pick depends on your hardware, your team's skills, and whether you value simplicity or control.
Frequently asked questions
Is MetaGPT or Agno easier to use?
Agno is generally the easier of the two to get started with, while MetaGPT rewards more setup with more control.
Are MetaGPT and Agno free?
MetaGPT is free and open source (MIT), and Agno is free and open source (MPL-2.0). Neither charges for the core software.
Can I run MetaGPT and Agno locally?
MetaGPT: cloud-optional · Agno: cloud-optional. Both can be used without sending your data to a third-party cloud where their setup allows.
MetaGPT vs Agno — which should I pick in 2026?
Choose MetaGPT for turning specs into multi-file projects. Choose Agno for fast agents with memory and tools.
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