AgentScope
A Python agent framework with reasoning and tool execution, structured output, context management and a service backend for multiple sessions.
About AgentScope
Agent developers need reusable tool, context and session-management components when building AI applications.
Who it’s for
- Python developers building tool-using agents
- Teams serving agents across multiple users and sessions
When to consider it
Consider AgentScope when you want Python agents with structured outputs, MCP tools and reusable components for serving conversations.
Tradeoffs & limitations
- Apache-2.0 licensed; requires Python 3.11 or newer and configured model access. Version 2.0 introduces breaking changes from 1.0.
SOTA overview · Documentation-based assessment · Sources & review method
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Sources & review method
Documentation-based assessment · Oct 12, 2026 · Prepared with AI assistance; not a hands-on benchmark.
- AgentScope framework overview and 2.0 migration warning
- AgentScope features, Python requirement and model setup
- AgentScope Apache-2.0 license
- AgentScope v2.0.10 release, October 12, 2026
Checked by SOTA · AI-assisted documentation review. Selection advice is our assessment; verify current requirements for your deployment.
Import history & original evidence
AgentScope official website
A Python agent framework with reasoning and tool execution, structured output, context management and a service backend for multiple sessions.
Based on official pages and announcements checked on 2026-10-12. No hands-on test, performance benchmark or popularity ranking is claimed.