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Library / SDK Agents & Orchestration

AgentScope

1Agent-oriented 2programming 3for 4building 5LLM 6applications.

the six Ws · specification

W1 Who

Built by Alibaba.

W2 What

A framework with agents, tools, memory, planning, and human-in-the-loop steering.

W3 Where

A Python library in your app.

W4 When

When building robust multi-agent applications.

W5 Why

Production-minded agent abstractions out of the box.

W6 With

Python and a model provider.

W7 Watch

Apache-2.0, from Alibaba; runs locally, uses whichever model you configure.

AlibabaMulti-agentPython

for agents & scripts

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Search is open JSON - no key. Report telemetry after using a tool and it feeds that tool’s Proof Score. Or speak MCP to /mcp and discover tools mid-loop.