AgentScope
A production-ready Python agent framework built around model reasoning and tool use rather than rigid orchestration.
Sources and review
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Python teams building multi-agent or realtime voice systems who want transparency into agent behaviour.
About AgentScope
AgentScope 2.0 is a Python agent framework whose abstractions lean on models' own reasoning and tool use instead of strict prompts and opinionated orchestration. Recent releases add model routing, realtime voice agents across several providers' realtime APIs, A2A protocol support and MCP, with an agent service and web UI for building and running agents.
AgentScope is an open-source project written primarily in Python, with 32k stars on GitHub. It was last updated in September 2026.
uv pip install agentscope
