What is AgentScope?

Build and run agents you can see, understand and trust.

AgentScope is a production-ready, easy-to-use agent framework with essential abstractions that works with rising model capability and built-in support for finetuning.

We design for increasingly agentic LLMs. Our approach leverages the models’ reasoning and tool-use abilities rather than constraining them with strict prompts and opinionated orchestrations.

Why use AgentScope?

• Simple yet powerful: start building your agents in 5 minutes with built-in ReAct agent, tools, skills, human-in-the-loop steering, memory, planning, realtime voice, evaluation, model finetuning, etc.
• Extensible: a large number of ecosystem integrations for tools, memory and observability; built-in support for protocols such as MCP, A2A and agent skills; message hub for flexible multi-agent orchestration and workflows.
• Production-ready: deploy and serve your agents locally, as serverless in the cloud, or on your K8s cluster with built-in OTel support and multi-language support.

Start with AgentScope

• Quickstart ->: Build your first chatbot agent in 5 minutes
• Out-of-box agents ->: Try out our collection of pre-built agents for various use cases
• Basic concepts & building blocks ->: Learn about the core abstractions in AgentScope and how to use them
• Observe & evaluate ->: Learn how to observe and evaluate your agents with built-in OTel support and evaluation tools
• Deploy & serve ->: Deploy your agents locally, as serverless in the cloud or on your K8s cluster, with different protocols and tool sandboxes

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We believe agents should be transparent, understandable and steerable by developers.