AgentScope 2.0 is a breaking change from 1.0, with significant improvements. We recommend users to migrate to 2.0 to take advantage of the new features and improvements.
- Secure: Triple-layer protection via tool-specific review, human-in-the-loop permissions, and sandboxing.
- Efficient: Intelligent orchestration for concurrent or sequential tool execution based on tool properties.
- Flexible: Non-invasive modification of agent runtime behavior via agent and tool middleware.
- Complete: Full-stack coverage with development SDK, frontend UI, multi-tenant multi-session backend, and distributed deployment.
Full-stack capabilities, production-hardened
From reasoning agent to enterprise deployment, AgentScope covers the full agent development lifecycle.ReAct Agent
Autonomous agent with ReAct reasoning and tool execution. Built-in human-in-the-loop oversight and efficient tool orchestration.
Toolkit
Agent self-managed tool system with Python functions, MCP and skills integration.
Context
Compression, offload and agentic retrieval for context management and long-term memory. Third-party integration with Mem0, ReMe and other vector databases.
Sandbox Isolation
Tool execution in isolated environments (local filesystem, Docker, E2B, K8s, etc.) with multi-granularity isolation at user, agent, and session levels.
Agent as Service
One-click start of a production-ready backend with multi-tenant, multi-session management and distributed deployment, plus a frontend UI and development SDK.