Our verdict
We have not reviewed AgentScope yet
No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.
From the listing
About AgentScope
AgentScope is a Python framework for building and orchestrating multi-agent systems with built-in observability. It provides tools to construct agent workflows, manage communication between agents, and inspect execution flows in real time to understand agent behavior and decision-making.
Best for
Teams building multi-agent systems who prioritize understanding and debugging agent interactions over rapid deployment.
Use cases
- Debugging multi-agent conversations and interactions
- Building collaborative agent systems with transparent execution paths
- Prototyping agent workflows with visibility into each step
Notes
25,983 stars on GitHub. Last updated 2026-06-01. Licensed Apache-2.0.
Pros
- Strong focus on observability and debugging, making agent behavior transparent
- Active community project with 25k+ stars indicating adoption and maintenance
- Python-native, integrating with existing Python ML/AI ecosystems
Cons
- Community-maintained rather than backed by a commercial vendor, affecting support guarantees
- Limited to Python, restricting use in polyglot environments
- Orchestration-focused, requiring integration with separate LLM providers and tools
Key facts
What we have checked
- Latest version
- 2.0.11
- GitHub stars
- 32,384
Each value shows when we last confirmed it and where it came from. Values we have not confirmed are left out, never guessed.
Stars and usage
How AgentScope is growing
25,983 to 32,384
Alternatives
Alternatives to AgentScope
| Record | Type | How we know | Checked |
|---|---|---|---|
| AgentVerseAlternative to this | Open source | Named in the listing | Not dated |
| SkyAGIAlternative to this | Open source | Named in the listing | Not dated |
| AutoGenThis is an alternative to it | App | Named in the listing | Not dated |
| CrewaiThis is an alternative to it | Agent | Named in the listing | Not dated |
| MetaGPTThis is an alternative to it | App | Named in the listing | Not dated |
Compare
Compare AgentScope side by side
Sources
Where this comes from
- GitHubOfficial
- github api via nightly crawl, recovered from git history 20e874270887c1008f860ee0198e461a23c9e438Registry
A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.
Changelog
What changed
Released 2.0.11
Released 2.0.10
Released 2.0.9
Released 2.0.8
Released 2.0.7.post1
Released 2.0.7
Released 2.0.6
Released 2.0.5
Released 2.0.4.post1
Released 2.0.4
Released 2.0.3
Open-source & AI alternatives
Swap-in tools that solve the same job. Weigh the trade-offs before you commit.
Crewai
Community
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
AutoGen
Various
A programming framework for agentic AI
MetaGPT
Various
🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
AgentVerse
Community
🤖 AgentVerse 🪐 is designed to facilitate the deployment of multiple LLM-based agents in various applications, which primarily provides two frameworks: task-solving and simulation
SkyAGI
Community
SkyAGI: Emerging human-behavior simulation capability in LLM
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