ag2
★ 5.0k
vs
MetaGPT
★ 71.0k
ag2 vs MetaGPT
ag2: AG2 is an open-source framework designed for building and orchestrating AI agents, facilitating complex task-solving through multi-agent cooperation. It evolved from AutoGen and offers features like inter-agent communication, LLM integration, tool use, and various conversation patterns.; MetaGPT: MetaGPT is a multi-agent framework that assigns different roles to LLMs, enabling them to collaborate on complex software development tasks. It takes a one-line requirement and outputs comprehensive project artifacts, mimicking a software company's entire process.
01
TL;DR
ag2Multi-Agent · ★ 5.0k
Orchestrating AI agents for collaborative problem-solving and task automation.
MetaGPTMulti-Agent · ★ 71.0k
When to choose:
- You want to experiment with or demonstrate the 'software company SOP' multi-agent pattern (PM, architect, engineer generating specs and code).
- You are looking for the reference implementation of research papers from the team such as AFlow, SPO, and AOT.
When to skip:
- You want an actively updated general-purpose production agent framework; the repository's last push was in January 2026.
- You are on Python 3.12+ or do not want to install Node.js and pnpm alongside Python (README specifies Python 3.9–3.11).
02
Side-by-Side Comparison
Field
ag2MetaGPTCategory
Multi-Agent
Multi-Agent
Stars
★ 5.0k
★ 71.0k
License
Apache-2.0
MIT
Install Command
pip install ag2[openai]
pip install --upgrade metagpt
Updated
1d ago
9mo ago
Open Source
Yes
Yes
Tags
AI Agents, Multi-Agent Systems, LLM Orchestration
Multi-Agent System, Large Language Models, Software Development
03
Features
ag201Inter-agent communication capabilities
02Support for various Large Language Models (LLMs)
03Integration of external tools and functions
04Flexible autonomous and human-in-the-loop workflows
05Rich multi-agent orchestration patterns (e.g., group chats, nested chats)
MetaGPT01Accepts single-line requirements and generates comprehensive software artifacts (e.g., user stories, APIs, documentation).
02Emulates a software company by assigning distinct roles (e.g., PM, Architect, Engineer) to LLM agents.
03Orchestrates collaborative processes using Standard Operating Procedures (SOPs) for complex task completion.
04Supports integration with various Large Language Models and APIs (e.g., OpenAI, Azure, Ollama, Groq).
05Enables advanced capabilities like data interpretation and automated workflow generation.
04
Use Cases
ag2↳Orchestrating AI agents for collaborative problem-solving and task automation.
↳Integrating human feedback and oversight into AI agent workflows.
↳Extending agent capabilities through tool use for external data and API interactions.
MetaGPT↳Data Interpreter
↳Debate
↳Researcher
05
Best For
ag2EssentialTrending
MetaGPTMost PopularEssential
FAQ
FAQ
What is the difference between ag2 and MetaGPT?
Both ag2 and MetaGPT are in the Multi-Agent category. ag2 has 5.0k stars, while MetaGPT has 71.0k stars.
Which is better, ag2 or MetaGPT?
The best choice depends on your use case. Choose ag2 if Orchestrating AI agents for collaborative problem-solving and task automation., and MetaGPT if Data Interpreter.
Is ag2 free or open source?
Yes, ag2 is open source on GitHub (Apache-2.0).
Is MetaGPT free or open source?
Yes, MetaGPT is open source on GitHub (MIT).
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