AgentScope
A production-ready Python agent framework built around model reasoning and tool use rather than rigid orchestration.
Sources and review
Checked against public documentation on . Suitability guidance is our editorial judgment; this is not a performance benchmark or an endorsement.
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 listed in this index written primarily in Python, with 35k stars on GitHub. Its latest recorded repository push was in November 2026; that is not an ASE editorial review date.
uv pip install agentscopeAgentScope and related category tools
Alternatives guide →| Record | Stars | Pricing | ||
|---|---|---|---|---|
| AgentScopethis listing | 35k | Python | Apache-2.0 | Costs not checked |
| OpenAI Agents SDK (TypeScript) | 4.0k | TypeScript | MIT | Costs not checked |
| OpenAI Agents SDK (Python) | 30k | Python | MIT | Costs not checked |
| Mastra | 29k | TypeScript | Apache-2.0 | Costs not checked |
| agent-framework | 14k | Python | MIT | Costs not checked |
| mcp-agent | 8.6k | Python | Apache-2.0 | Costs not checked |
