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agentscope

Free

Build and run agents you can see, understand and trust.

AI ChatbotsFreeFree tier
Type
Open Source
Visit Website GitHub (24.6k stars)

About agentscope

AgentScope 2.0 is a production-ready, open-source agent framework designed for building and running intelligent agents with a focus on security, efficiency, flexibility, and completeness. It offers full-stack coverage from development SDK to frontend UI and backend with multi-tenant, multi-session management and distributed deployment. Key capabilities include ReAct reasoning agents, a self-managed toolkit system integrating Python functions, MCP, and skills, context compression and offloading with long-term memory via third-party vector databases, sandbox isolation for secure tool execution (local filesystem, Docker, E2B, K8s), and one-click 'Agent as Service' deployment with a production-ready backend and frontend. AgentScope 2.0 introduces breaking changes from version 1.0 but brings significant improvements for enterprise-grade agent applications.

Key Features

Triple-layer security: tool-specific review, human-in-the-loop permissions, sandboxing
Intelligent orchestration for concurrent or sequential tool execution based on tool properties
Non-invasive agent and tool middleware for modifying runtime behavior
Full-stack coverage: development SDK, frontend UI, multi-tenant multi-session backend, distributed deployment
ReAct Agent with autonomous reasoning and built-in human-in-the-loop oversight
Toolkit Agent with self-managed system integrating Python functions, MCP, and skills
Context compression, offloading, and agentic retrieval with long-term memory via Mem0, ReMe, and other vector databases
Sandbox isolation in local filesystem, Docker, E2B, K8s with multi-granularity isolation
One-click Agent as Service: production-ready backend with multi-tenant, multi-session management and distributed deployment

Pros & Cons

Pros
  • Production-ready with comprehensive security features including sandboxing
  • Flexible middleware for non-invasive behavior modification
  • Complete full-stack coverage from development to deployment
  • Supports multiple isolation environments (Docker, E2B, K8s)
  • Open source and free to use
Cons
  • Breaking changes from version 1.0 require migration effort
  • May have a learning curve due to extensive feature set
  • Documentation is currently in early stages (scraped index page suggests limited content)

Best For

Building autonomous agents with ReAct reasoning and tool executionEnterprise deployment of multi-tenant, multi-session agent applicationsSecure tool execution in isolated environmentsDeveloping full-stack agent systems from SDK to UI to backendIntegrating long-term memory and context management for agents

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