agentscope-java
★ 6.1k
vs
MetaGPT
★ 71.0k
agentscope-java vs MetaGPT
agentscope-java: AgentScope Java 2.0 is a framework for building distributed, long-running agents on the JVM, with a typed event stream, tool permission gating, middleware and sandboxed workspaces. It supports subagent orchestration and distributed session and memory storage with cross-replica recovery.; 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
agentscope-javaMulti-Agent · ★ 6.1k
Build enterprise agents in an existing Java/Spring stack
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
agentscope-javaMetaGPTCategory
Multi-Agent
Multi-Agent
Stars
★ 6.1k
★ 71.0k
License
Apache-2.0
MIT
Install Command
—
pip install --upgrade metagpt
Updated
1d ago
9mo ago
Open Source
Yes
Yes
Tags
java, agent-framework, distributed
Multi-Agent System, Large Language Models, Software Development
03
Features
agentscope-java01Event stream with 32 typed events for frontends and human-in-the-loop
02Tool-call permissions: allow, require approval or deny
03Sandboxes on local, Docker, Kubernetes or cloud
04Distributed sessions on Redis, MySQL, PostgreSQL or object storage
05A2A and AG-UI protocols; DingTalk, Feishu and WeCom channels
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-java↳Build enterprise agents in an existing Java/Spring stack
↳Run long-lived agents across replicas with session recovery
↳Orchestrate subagents with approval gates on risky tools
MetaGPT↳Data Interpreter
↳Debate
↳Researcher
05
Best For
agentscope-javaEssentialTrending
MetaGPTMost PopularEssential
FAQ
FAQ
What is the difference between agentscope-java and MetaGPT?
Both agentscope-java and MetaGPT are in the Multi-Agent category. agentscope-java has 6.1k stars, while MetaGPT has 71.0k stars.
Which is better, agentscope-java or MetaGPT?
The best choice depends on your use case. Choose agentscope-java if Build enterprise agents in an existing Java/Spring stack, and MetaGPT if Data Interpreter.
Is agentscope-java free or open source?
Yes, agentscope-java 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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