agentscope-java

★ 6.1k

adk-java

★ 1.8k

agentscope-java vs adk-java

Q: Which is better, agentscope-java or adk-java?

By GitHub stars, agentscope-java has more community adoption, but the best choice depends on your specific use case.

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.; adk-java: The Agent Development Kit (ADK) for Java is an open-source, code-first toolkit designed for building, evaluating, and deploying sophisticated AI agents. It enables developers to define agent behavior, orchestration, and tool use directly in Java code for fine-grained control and robust integration with Google Cloud services.

TL;DR

agentscope-javaMulti-Agent · ★ 6.1k

Build enterprise agents in an existing Java/Spring stack

Read agentscope-java full review →

adk-javaMulti-Agent · ★ 1.8k

Building advanced AI agents with fine-grained control over their behavior and orchestration.

Read adk-java full review →

Side-by-Side Comparison

Field

agentscope-java

adk-java

Features

agentscope-java

01Event 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

adk-java

01Rich Tool Ecosystem for diverse agent capabilities and Google ecosystem integration

02Code-First Development for defining agent logic, tools, and orchestration in Java

03Modular Multi-Agent Systems for designing scalable applications with specialized agents

04Built-in Development UI for testing, evaluating, debugging, and showcasing agents

05Integration with A2A protocol for remote agent-to-agent communication

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

adk-java

↳Building advanced AI agents with fine-grained control over their behavior and orchestration.

↳Integrating AI agents tightly with existing services, especially within Google Cloud.

↳Designing and deploying scalable, modular multi-agent systems for complex tasks.

Best For

agentscope-java

EssentialTrending

adk-java

EssentialTrending

FAQ

What is the difference between agentscope-java and adk-java?

Both agentscope-java and adk-java are in the Multi-Agent category. agentscope-java has 6.1k stars, while adk-java has 1.8k stars.

Which is better, agentscope-java or adk-java?

The best choice depends on your use case. Choose agentscope-java if Build enterprise agents in an existing Java/Spring stack, and adk-java if Building advanced AI agents with fine-grained control over their behavior and orchestration..

Is agentscope-java free or open source?

Yes, agentscope-java is open source on GitHub (Apache-2.0).

Is adk-java free or open source?

Yes, adk-java is open source on GitHub (Apache-2.0).

Cloud Infrastructure

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Alternatives to agentscope-java →Alternatives to adk-java →agentscope-java details →adk-java details →

TL;DR

Side-by-Side Comparison

Features

Use Cases

Best For

FAQ

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