Comparison
MetaGPT vs agency
Verdict
Pick MetaGPT if metaGPT is a multi-agent framework that leverages AI agents to enable natural language programming. It is developed in Python and is available under the MIT license; pick agency if agency is a fast and minimal Python-based framework for developing agentic systems that excels in its streamlined approach to creating autonomous agents.
Markdown twin · MetaGPT alternatives · agency alternatives
GraphCanon updated Sep 20, 2026
22views this month
vs
Trust & integrity
| Signal | MetaGPT | agency |
|---|---|---|
| Maintenance | Slowing (239d since push) As of Sep 18, 2026 · github_public_v1 | Slowing (101d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | Published findings As of Sep 18, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- MetaGPT
- The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
- agency
- A fast and minimal framework for building agentic systems
Stars
- MetaGPT
- 70k
- agency
- 490
Forks
- MetaGPT
- 9.0k
- agency
- 29
Open issues
- MetaGPT
- 131
- agency
- 19
Language
- MetaGPT
- Python
- agency
- Python
Adopt for
- MetaGPT
- MetaGPT is a multi-agent framework that leverages AI agents to enable natural language programming. It is developed in Python and is available under the MIT license.
- agency
- Agency is a fast and minimal Python-based framework for developing agentic systems that excels in its streamlined approach to creating autonomous agents.
Persona
- MetaGPT
- -
- agency
- -
Runtime
- MetaGPT
- -
- agency
- -
License
- MetaGPT
- MIT
- agency
- MIT
Last pushed
- MetaGPT
- Jan 21, 2026
- agency
- Jun 10, 2026
Categories
- MetaGPT
- AI Agents
- agency
- AI Agents
Trust and health
Days since push
- MetaGPT
- 239d
- agency
- 101d
Open issues (now)
- MetaGPT
- 131
- agency
- 19
Stars delta
- MetaGPT
- +637 (30d)
- agency
- +3 (30d)
Open issues delta
- MetaGPT
- +2 (30d)
- agency
- 0 (30d)
Owner type
- MetaGPT
- Organization
- agency
- User
OSV dependency advisories
- MetaGPT
- Published findings
- agency
- No lockfile (source not queried)
Full report
- MetaGPT
- Trust report
- agency
- Trust report
Typed relationship
MetaGPT successor agencyAgency 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.
Shared compatibility
- Python · MetaGPT: Python runtime · agency: Python runtime
Choose MetaGPT if…
- 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 need a framework that supports natural language programming through AI agents.
When NOT to use MetaGPT
- If your project is constrained to Python versions earlier than 3.9 or equal to or later than 3.12.
- When your development environment does not support or require Node.js and pnpm.
- If your project does not align with the concept of multi-agent systems or natural language programming.
Choose agency if…
- 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 NOT to use 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (FoundationAgents/MetaGPT) · observed Sep 20, 2026
- GitHub forks (FoundationAgents/MetaGPT) · observed Sep 20, 2026
- Last push (FoundationAgents/MetaGPT) · observed Jan 21, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
- GitHub stars (operand/agency) · observed Sep 20, 2026
- GitHub forks (operand/agency) · observed Sep 20, 2026
- Last push (operand/agency) · observed Jun 10, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: MetaGPT 70k · agency 490 (synced Sep 20, 2026).
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 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 need a framework that supports natural language programming through AI agents.
- 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?
- If your project is constrained to Python versions earlier than 3.9 or equal to or later than 3.12. When your development environment does not support or require Node.js and pnpm. If your project does not align with the concept of multi-agent systems or natural language programming.
- 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 (70,484 vs 490). 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: Slowing. 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.