agentscope-java

Why we included this project

AgentScope Java suits JVM teams that want to run LLM-driven agents for real work rather than wire a script to an API. It ships an event stream with typed events for live frontend rendering and human-in-the-loop control, plus a permission system that decides whether each tool call runs automatically, needs human approval, or is blocked. AOP-style middleware hooks let you extend the reasoning-acting loop without forking the core, and the workspace and sandbox layer runs tools in isolated environments from local to Kubernetes. If you are shipping long-running distributed agents instead of single-turn demos, the framework supplies the orchestration, safety controls, and isolation you would otherwise have to assemble yourself.