agentscope
★ 33.7k
vs
agentscope-java
★ 6.1k
agentscope vs agentscope-java
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.; 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.
01
TL;DR
agentscopeMulti-Agent · ★ 33.7k
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+.
agentscope-javaMulti-Agent · ★ 6.1k
Build enterprise agents in an existing Java/Spring stack
02
Side-by-Side Comparison
Field
agentscopeagentscope-javaCategory
Multi-Agent
Multi-Agent
Stars
★ 33.7k
★ 6.1k
License
Apache-2.0
Apache-2.0
Install Command
uv pip install agentscope
—
Updated
1d ago
1d ago
Open Source
Yes
Yes
Tags
Agent Framework, Multi-Agent Systems, Large Language Models
java, agent-framework, distributed
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.
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
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.
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
05
Best For
agentscopeMost PopularEssentialTrending
agentscope-javaEssentialTrending
FAQ
FAQ
What is the difference between agentscope and agentscope-java?
Both agentscope and agentscope-java are in the Multi-Agent category. agentscope has 33.7k stars, while agentscope-java has 6.1k stars.
Which is better, agentscope or agentscope-java?
The best choice depends on your use case. Choose agentscope if Developing multi-agent collaborative applications and strategic games., and agentscope-java if Build enterprise agents in an existing Java/Spring stack.
Is agentscope free or open source?
Yes, agentscope is open source on GitHub (Apache-2.0).
Is agentscope-java free or open source?
Yes, agentscope-java is open source on GitHub (Apache-2.0).
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