MetaGPT
★ 71.0k
vs
AgentCrew
★ 224
MetaGPT vs AgentCrew
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.; AgentCrew: AgentCrew allows building specialized AI assistant teams that collaborate via task transfer or delegation. It supports multiple AI models, tools, and interactive/automated modes, providing flexibility and safety.
01
TL;DR
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).
AgentCrewMulti-Agent · ★ 224
Building multi-agent teams for complex software development projects.
02
Side-by-Side Comparison
Field
MetaGPTAgentCrewCategory
Multi-Agent
Multi-Agent
Stars
★ 71.0k
★ 224
License
MIT
Apache-2.0
Install Command
pip install --upgrade metagpt
git clone https://github.com/saigontechnology/AgentCrew.git && cd AgentCrew && uv sync && uv tool install .
Updated
9mo ago
1d ago
Open Source
Yes
Yes
Tags
Multi-Agent System, Large Language Models, Software Development
ai-agents, ai-assistant, anthropic-claude
03
Features
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.
AgentCrew01Multi-model flexibility: switch between Claude, GPT, Gemini, etc.
02Agent specialization: create focused agents with custom instructions and tools.
03Tool integration: connect to real-world capabilities via MCP, web search, code analysis, etc.
04Interactive and automated modes: GUI, console, job mode, and A2A server.
05Agent-to-agent communication via A2A protocol for cross-system collaboration.
04
Use Cases
MetaGPT↳Data Interpreter
↳Debate
↳Researcher
AgentCrew↳Building multi-agent teams for complex software development projects.
↳Automating code review and refactoring with specialized assistants.
↳Generating structured documentation from code or specifications.
05
Best For
MetaGPTMost PopularEssential
AgentCrew—
FAQ
FAQ
What is the difference between MetaGPT and AgentCrew?
Both MetaGPT and AgentCrew are in the Multi-Agent category. MetaGPT has 71.0k stars, while AgentCrew has 224 stars.
Which is better, MetaGPT or AgentCrew?
The best choice depends on your use case. Choose MetaGPT if Data Interpreter, and AgentCrew if Building multi-agent teams for complex software development projects..
Is MetaGPT free or open source?
Yes, MetaGPT is open source on GitHub (MIT).
Is AgentCrew free or open source?
Yes, AgentCrew is open source on GitHub (Apache-2.0).
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