Comparison
MetaGPT vs AutoAgent
Verdict
Pick MetaGPT if metaGPT is a unique framework for creating multi-agent systems aimed at enabling natural language programming through agent interactions; pick AutoAgent if autoAgent is a framework designed for creating automated AI agents using large language models in a zero-code, fully-automated environment. It operates with Python and uses Docker to manage agent-interaction environments.
Markdown twin · MetaGPT alternatives · AutoAgent alternatives
GraphCanon updated 2d
vs
Trust & integrity
| Signal | MetaGPT | AutoAgent |
|---|---|---|
| Maintenance | Slowing (206d since push) As of 6d · github_public_v1 | Slowing (307d since push) As of 2d · github_public_v1 |
| Provenance | Not a fork · Organization account As of 6d · github_public_v1 | Not a fork · Organization account As of 2d · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · 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
- AutoAgent
- Fully-Automated and Zero-Code LLM Agent Framework
Stars
- MetaGPT
- 70k
- AutoAgent
- 9.7k
Forks
- MetaGPT
- 8.9k
- AutoAgent
- 1.4k
Open issues
- MetaGPT
- 129
- AutoAgent
- 68
Language
- MetaGPT
- Python
- AutoAgent
- Python
Adopt for
- MetaGPT
- MetaGPT is a unique framework for creating multi-agent systems aimed at enabling natural language programming through agent interactions.
- AutoAgent
- AutoAgent is a framework designed for creating automated AI agents using large language models in a zero-code, fully-automated environment. It operates with Python and uses Docker to manage agent-interaction environments
Persona
- MetaGPT
- -
- AutoAgent
- -
Runtime
- MetaGPT
- -
- AutoAgent
- -
License
- MetaGPT
- Released under the MIT License, allowing for broad and flexible usage in both academic and commercial settings as long as all copyright and permission notices are maintained.
- AutoAgent
- MIT
Last pushed
- MetaGPT
- Jan 21, 2026
- AutoAgent
- Oct 16, 2025
Categories
- MetaGPT
- AI Agents
- AutoAgent
- AI Agents
Trust and health
Days since push
- MetaGPT
- 206d
- AutoAgent
- 307d
Open issues (now)
- MetaGPT
- 129
- AutoAgent
- 68
Stars delta
- MetaGPT
- +442 (30d)
- AutoAgent
- +242 (30d)
Open issues delta
- MetaGPT
- -8 (30d)
- AutoAgent
- -1 (30d)
Full report
- MetaGPT
- Trust report
- AutoAgent
- Trust report
Typed relationship
MetaGPT alternative AutoAgentAutoAgent and MetaGPT both enable the creation of AI agents for task execution without manual coding, but AutoAgent focuses on deploying language model agents through user input commands, whereas MetaGPT organizes multiple GPT models into roles to collaboratively undertake complex tasks.
Shared compatibility
- Python · MetaGPT: Python runtime · AutoAgent: Python runtime
Choose MetaGPT if…
- 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..
- AutoAgent and MetaGPT both enable the creation of AI agents for task execution without manual coding, but AutoAgent focuses on deploying language model agents through user input commands, whereas MetaGPT organizes multiple GPT models into roles to collaboratively undertake complex tasks.
- Tags unique to MetaGPT: gpt, llm, metagpt, multi-agent.
- 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 NOT to use 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.
Choose AutoAgent if…
- AutoAgent and MetaGPT both enable the creation of AI agents for task execution without manual coding, but AutoAgent focuses on deploying language model agents through user input commands, whereas MetaGPT organizes multiple GPT models into roles to collaboratively undertake complex tasks.
- Tags unique to AutoAgent: llms.
- Use AutoAgent when you aim to leverage LLMs in an automation setting without needing any coding experience.
When NOT to use AutoAgent
- Avoid AutoAgent if your project requires customization or modification of the underlying agent framework code directly.
- Do not use AutoAgent when you require real-time performance and low latency operation since its automatic Docker image handling can cause delays in deployment.
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 Aug 16, 2026
- GitHub forks (FoundationAgents/MetaGPT) · observed Aug 16, 2026
- Last push (FoundationAgents/MetaGPT) · observed Jan 21, 2026
- License file (MIT) · observed Aug 16, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (HKUDS/AutoAgent) · observed Aug 19, 2026
- GitHub forks (HKUDS/AutoAgent) · observed Aug 19, 2026
- Last push (HKUDS/AutoAgent) · observed Oct 16, 2025
- License file (MIT) · observed Aug 19, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: MetaGPT 70k · AutoAgent 9.7k (synced Aug 16, 2026).
Common questions
- What is the difference between MetaGPT and AutoAgent?
- MetaGPT: 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming. AutoAgent: Fully-Automated and Zero-Code LLM Agent Framework. See the comparison table for live GitHub stats and shared categories.
- When should I choose MetaGPT over AutoAgent?
- Choose MetaGPT over AutoAgent 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.; AutoAgent and MetaGPT both enable the creation of AI agents for task execution without manual coding, but AutoAgent focuses on deploying language model agents through user input commands, whereas MetaGPT organizes multiple GPT models into roles to collaboratively undertake complex tasks; Tags unique to MetaGPT: gpt, llm, metagpt, multi-agent; 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 AutoAgent over MetaGPT?
- Choose AutoAgent over MetaGPT when AutoAgent and MetaGPT both enable the creation of AI agents for task execution without manual coding, but AutoAgent focuses on deploying language model agents through user input commands, whereas MetaGPT organizes multiple GPT models into roles to collaboratively undertake complex tasks; Tags unique to AutoAgent: llms; Use AutoAgent when you aim to leverage LLMs in an automation setting without needing any coding experience.
- 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 AutoAgent?
- Avoid AutoAgent if your project requires customization or modification of the underlying agent framework code directly. Do not use AutoAgent when you require real-time performance and low latency operation since its automatic Docker image handling can cause delays in deployment.
- Is MetaGPT or AutoAgent more popular on GitHub?
- MetaGPT has more GitHub stars (69,847 vs 9,738). Stars measure visibility, not whether either tool fits your constraints.
- Are MetaGPT and AutoAgent open source?
- Yes - both are open-source projects on GitHub (MetaGPT: MIT, AutoAgent: MIT).
- Where can I find alternatives to MetaGPT or AutoAgent?
- GraphCanon lists graph-backed alternatives at MetaGPT alternatives and AutoAgent alternatives (MetaGPT markdown twin, AutoAgent 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 AutoAgent?
- MetaGPT: Slowing. AutoAgent: 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 AutoAgent?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: MetaGPT trust report; AutoAgent trust report.