MetaGPT
★ 71.0k
vs
adk-python
★ 22.0k
MetaGPT vs adk-python
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.; adk-python: ADK (Agent Development Kit) is an open-source, code-first Python framework designed for building, evaluating, and deploying sophisticated AI agents with high flexibility and control. It simplifies the creation and orchestration of agent workflows, supporting everything from simple tasks to complex multi-agent systems, while being model and deployment agnostic.
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).
adk-pythonMulti-Agent · ★ 22.0k
When to choose:
- You want Google's Apache-2.0, code-first toolkit with graph workflows, multi-agent hierarchies, a built-in dev UI, and evaluation tooling.
- Your team deploys on Google Cloud (Cloud Run or Vertex AI Agent Engine) or works across Python and ADK's other language editions.
When to skip:
- Your infrastructure is centred on Azure and .NET; Microsoft Agent Framework is tailored to that stack.
- You want a visual low-code workflow builder rather than writing Python code; n8n or Activepieces fit better.
02
Side-by-Side Comparison
Field
MetaGPTadk-pythonCategory
Multi-Agent
Multi-Agent
Stars
★ 71.0k
★ 22.0k
License
MIT
Apache-2.0
Install Command
pip install --upgrade metagpt
pip install google-adk
Updated
9mo ago
1d ago
Open Source
Yes
Yes
Tags
Multi-Agent System, Large Language Models, Software Development
AI Agents, Python, Framework
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.
adk-python01Rich Tool Ecosystem
02Code-First Development
03Agent Config
04Modular Multi-Agent Systems
05Deploy Anywhere
04
Use Cases
MetaGPT↳Data Interpreter
↳Debate
↳Researcher
adk-python↳Building and deploying sophisticated AI agents from simple tasks to complex systems.
↳Orchestrating complex agent workflows with flexibility and control.
↳Designing and implementing scalable modular multi-agent systems.
05
Best For
MetaGPTMost PopularEssential
adk-pythonMost PopularEssentialTrending
FAQ
FAQ
What is the difference between MetaGPT and adk-python?
Both MetaGPT and adk-python are in the Multi-Agent category. MetaGPT has 71.0k stars, while adk-python has 22.0k stars.
Which is better, MetaGPT or adk-python?
The best choice depends on your use case. Choose MetaGPT if Data Interpreter, and adk-python if Building and deploying sophisticated AI agents from simple tasks to complex systems..
Is MetaGPT free or open source?
Yes, MetaGPT is open source on GitHub (MIT).
Is adk-python free or open source?
Yes, adk-python is open source on GitHub (Apache-2.0).
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