The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Agentscope
Build and run agents you can see, understand and trust.
Install
$
git clone https://github.com/agentscope-ai/agentscopeInstall command taken from the project's README or registry entry. Always review code before running it.
README excerpt
Read full README on GitHub →中文主页 | Documentation | Roadmap
What is AgentScope 2.0?
AgentScope 2.0 is a production-ready, easy-to-use agent framework with essential abstractions that keep up with rising model capability.
We design for increasingly agentic LLMs. Our approach leverages the models' reasoning and tool use abilities rather than constraining them with strict prompts and opinionated orchestrations.
News
- [2026-10]
FEATExperimental: Agent service supports realtime voice conversations over WebRTC, with text and voice sharing the same session history. - [2026-09]
FEATExperimental: SOP supported — run multi-step tasks as standard operating procedures, in both the framework and agent service. Docs | Service - [2026-09]
FEAT:TeamPipelinesupported — a leader agent delegates tasks to member agents. Docs - [2026-09]
INTE: MiniMax chat models supported viaMiniMaxChatModel(MiniMax-M3 by default). - [2026-09]
FEAT: Model routing supported — useModelRouterMiddlewareto select an appropriate chat model for each reply. - [2026-09]
INTE: Jev classifier model supported through the TypeSafe SDK viaJevClassifierModel. - [2026-09]
FEAT: agentscope-skill now supports AgentScope v2. - [2026-09]
INTE: Support DashScope, OpenAI, Gemini and xAI realtime APIs inRealtimeAgent. Example | Docs - [2026-09]
FEATExperimental: Realtime voice agent supported. Example | Docs - [2026-09]
FEAT: A2A protocol supported — chat with any remote A2A agent viaA2AAgent. Example | Docs
Community
Welcome to join our community on
| Discord | DingTalk |
|---|---|
Quickstart
Installation
AgentScope requires Python 3.11 or higher.
From PyPI
uv pip install agentscope
From source
# Pull the source code from GitHub
git clone -b main https://github.com/agentscope-ai/agentscope.git
# Install the package in editable mode
cd agentscope
uv pip install -e .
Agent
The SDK layer — compose an agent from a rich set of building blocks:
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