agentscope
★ 34.4k
vs
MetaGPT
★ 71.0k
agentscope vs MetaGPT
agentscope: AgentScope is a production-ready, easy-to-use agent framework designed for increasingly agentic LLMs. It offers essential abstractions, built-in support for finetuning, and flexible multi-agent orchestration for various deployment environments.; 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.
Editorial Head-to-Head Analysis
AgentScope is a general-purpose, actively updated agent toolkit; MetaGPT models a fixed software-company SOP (PM, architect, engineer) and has had slower repository activity since January 2026.
01
TL;DR
agentscopeMulti-Agent · ★ 34.4k
When to choose:
- You want composable Python 3.11+ building blocks (ReAct loop, toolkit, pipelines, A2A, realtime voice) with bilingual documentation.
- You use Chinese model providers (DashScope, DeepSeek, Volcengine) alongside global APIs under an Apache-2.0 license.
When to skip:
- You rely on v1.x AgentScope code and do not want to migrate to the redesigned v2.0 architecture.
- You need Python 3.10 or .NET support; AgentScope 2.0 requires Python 3.11+.
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
agentscopeMetaGPTCategory
Multi-Agent
Multi-Agent
Stars
★ 34.4k
★ 71.0k
License
Apache-2.0
MIT
Install Command
uv pip install agentscope
pip install --upgrade metagpt
Updated
1d ago
9mo ago
Open Source
Yes
Yes
Tags
Agent Framework, Multi-Agent Systems, Large Language Models
Multi-Agent System, Large Language Models, Software Development
03
Features
agentscope01Easy-to-use with built-in ReAct agents, tools, and human-in-the-loop steering.
02Extensible with broad ecosystem integrations, MCP, and A2A protocol support.
03Production-ready for local, serverless, or Kubernetes deployments with OTel support.
04Voice-enabled agents capable of speech understanding and response.
05Seamless integration with Reinforcement Learning for agent tuning.
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
agentscope↳Developing multi-agent collaborative applications and strategic games.
↳Building agents with advanced tool-use capabilities and multi-step reasoning.
↳Tuning agent performance using Reinforcement Learning for continuous improvement.
MetaGPT↳Data Interpreter
↳Debate
↳Researcher
05
Best For
agentscopeMost PopularEssentialTrending
MetaGPTMost PopularEssential
FAQ
FAQ
What is the difference between agentscope and MetaGPT?
AgentScope is a general-purpose, actively updated agent toolkit; MetaGPT models a fixed software-company SOP (PM, architect, engineer) and has had slower repository activity since January 2026.
Which is better, agentscope or MetaGPT?
The best choice depends on your use case. Choose agentscope if Developing multi-agent collaborative applications and strategic games., and MetaGPT if Data Interpreter.
Is agentscope free or open source?
Yes, agentscope 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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