# AgentScope

> A production-ready Python agent framework built around model reasoning and tool use rather than rigid orchestration.

## Facts
- **Category:** [Agent Frameworks](https://agentsearchengine.app/category/agent-frameworks)
- **Type:** Framework
- **Pricing:** Open source
- **GitHub stars:** 32,213
- **Language:** Python
- **License:** Apache-2.0
- **Last repo activity:** today (Sep 23, 2026)
- **Official site:** https://docs.agentscope.io/
- **Source code:** https://github.com/agentscope-ai/agentscope
- **Listing on Agent Search Engine:** https://agentsearchengine.app/agents/agentscope
- **Data verified:** September 2026

## Best for
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.

## Install

```
uv pip install agentscope
```

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Source: [Agent Search Engine](https://agentsearchengine.app) — an independent, hand-curated index of AI agents, MCP servers, and frameworks. Rankings are never sold; sponsored placements are labeled and never numbered. Full directory: https://agentsearchengine.app/llms-full.txt