MetaGPT vs agency

Common questions

What is the difference between MetaGPT and agency?

MetaGPT: 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming. agency: A fast and minimal framework for building agentic systems. See the comparison table for live GitHub stats and shared categories.

When should I choose MetaGPT over agency?

Choose MetaGPT over agency when Pricing: MetaGPT is free to use with an open-source license (MIT), but additional features or services may be available under a non-free model.; Agency provides the foundational Actor model framework necessary for building agentic systems with concurrency and networking support; MetaGPT builds upon these principles by specifically employing this model within a multi-agent system that assigns roles to GPT models, thus representing an evolution in applying agent-based architectures towards more sophisticated collaborative AI tasks; Tags unique to MetaGPT: agent, gpt, llm, metagpt; MetaGPT ships Docker support for self-hosted deployment; When you aim to implement sophisticated, multi-agent software architectures that can interact with each other and respond to human commands in natural language.

When should I choose agency over MetaGPT?

Choose agency over MetaGPT when Agency provides the foundational Actor model framework necessary for building agentic systems with concurrency and networking support; MetaGPT builds upon these principles by specifically employing this model within a multi-agent system that assigns roles to GPT models, thus representing an evolution in applying agent-based architectures towards more sophisticated collaborative AI tasks; Tags unique to agency: actor-model, agent-framework, autonomous-agents; When you prefer a lightweight solution for building autonomous agent systems without the need for extensive configuration or complex dependencies.

When should I avoid MetaGPT?

Avoid MetaGPT if your requirement is a direct coding environment that focuses on translating human-readable text directly into code without the intermediary of agent interactions. Do not use this framework if your goal is to streamline single-agent AI tasks or deploy simple, straightforward models where multi-agent complexity adds unnecessary overhead.

When should I avoid agency?

If your development requires deeply integrated functionalities that would necessitate a heavier, more feature-rich framework. In scenarios where you need robust tooling for large-scale deployment and management as Agency does not offer extensive LLMOps (LLM Operations) capabilities beyond its minimalistic design.

Is MetaGPT or agency more popular on GitHub?

MetaGPT has more GitHub stars (69,847 vs 489). Stars measure visibility, not whether either tool fits your constraints.

Are MetaGPT and agency open source?

Yes - both are open-source projects on GitHub (MetaGPT: MIT, agency: MIT).

Where can I find alternatives to MetaGPT or agency?

GraphCanon lists graph-backed alternatives at MetaGPT alternatives and agency alternatives (MetaGPT markdown twin, agency markdown twin), ranked by typed relationship edges rather than popularity votes.

Is there a machine-readable version of this comparison?

Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.

Which is better maintained, MetaGPT or agency?

MetaGPT: Slowing. agency: Steady. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.

Where are the full trust reports for MetaGPT and agency?

GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: MetaGPT trust report; agency trust report.