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AgentScope

Python agent framework from Alibaba that lets the model drive tool use, with team pipelines, MCP, agent skills, A2A, memory and tracing.

Harness by Alibaba Tongyi Lab

IndexedApache-2.0★ 33,829
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Install

From the package registry. Read the repository before you give any tool access to your data.

pip install agentscope

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About

AgentScope 2.0 is a Python agent framework designed to lean on the reasoning and tool-use abilities of current models rather than strict prompts and fixed orchestration. Its docs cover ReAct agents, multi-agent patterns such as routing, handoffs and concurrent agents, short- and long-term memory, MCP, agent skills, A2A and RAG. Recent additions include a TeamPipeline where a leader agent delegates to member agents, and experimental realtime voice. It supports DashScope, OpenAI and Gemini models, among others.

Use cases: agent-orchestration

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Fact sheet

Languages
PythonREADME
Packages
agentscope (pypi)README
Multi-agent
YesREADME
Orchestration
handoffsdoc.agentscope.io
MCP support
Built indoc.agentscope.io
A2A support
Built indoc.agentscope.io
Agent Skills support
Built indoc.agentscope.io
Memory
short-term, long-termdoc.agentscope.io
Model providers
dashscope, openai, googleREADME
Maturity
StableREADME

Facts extracted by Claude Sonnet 5.5 from the linked sources on Oct 24, 2026; reviewed Oct 24, 2026. Wrong fact? Tell us.

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Signals

Stars
33,829
Forks
3,715
Open issues
379
Weekly downloads
50,883
Last commit
Oct 23, 2026 (4 days ago)
Last release
Oct 12, 2026 (15 days ago)
Last package publish
Oct 12, 2026 (15 days ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Packages
pypi agentscope
License
Apache-2.0
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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Cite this page

AgentScope. Agent Mart. https://agentmart.dev/harnesses/agentscope (last updated 2026-10-24)