Alibaba AgentScope
Open source framework
Multi-agent orchestration
For AI developers
Advanced memory management
Visual debugging
Where Agents Come Alive to Build and Orchestrate Intelligent Systems
Workflow
AI Development
Gemini 2.5 Pro
OPEN_SOURCE
ADVANCED Complexity
HYBRID
Last updated: Apr 15, 2026
agentscope.io
Quick Answer
Alibaba AgentScope is an open-source multi-agent framework that enables developers to build, orchestrate, and deploy intelligent AI agent systems. It features comprehensive tool support, seamless LLM integration, and advanced modular memory management. Best for developers and researchers creating complex, autonomous AI workflows. Free and open source.
Decision Intelligence
Best For
Building complex multi-agent systems for developers
Orchestrating autonomous AI workflows for engineers
Developing intelligent assistants with persistent memory
Researching and evaluating agentic AI models
Deploying and monitoring AI agents in production environments
Not Ideal For
Non-technical users seeking a no-code agent builder
Users needing simple, single-task automation without complex orchestration
Individuals without programming experience in Python or Java
Teams requiring a fully managed, cloud-hosted agent platform out-of-the-box
Fit Score
Complexity
ADVANCED
Company Size
SMALL
MEDIUM
ENTERPRISE
Team Size
SMALL_TEAM
LARGE_TEAM
Skill Level
EXPERT
About Alibaba AgentScope
Alibaba AgentScope is an open-source framework for developers to build and orchestrate intelligent multi-agent systems. It offers comprehensive tool support, seamless model integration, and advanced memory management. Ideal for creating complex AI applications with robust deployment and observability features.
What Makes Alibaba AgentScope Unique
AgentScope provides a comprehensive framework for multi-agent orchestration, featuring a modular memory management kit (ReMe) for persistent and shared memory, and a Studio for advanced visual debugging and evaluation, all available in both Python and Java.
Capabilities
Orchestrates multi-agent systems
Comprehensive tool support
Seamless model integration
Modular memory management
Dynamic context management
Cross-boundary memory sharing
Agentic reinforcement learning
Deployment and serving
Task Categories
Pros
- +Open-source and extensible framework
- +Supports both Python and Java development
- +Advanced memory management capabilities with ReMe
- +Includes tools for deployment, evaluation, and visual debugging
- +Facilitates complex multi-agent collaboration and orchestration
- +Model-agnostic, allowing integration with various LLMs
- +Provides sandboxed execution for enhanced security
Limitations
- -Requires strong programming skills in Python or Java
- -No low-code or no-code interface for non-technical users
- -Steep learning curve for beginners in agent development
- -Lack of explicit cloud-hosted SaaS offering for simplified deployment
- -Community support might be primarily in Chinese for some aspects
Frequently Asked Questions
Your Actions
Dimension Scores
Ease of Use4/10
Output Quality7/10
Value for Money9/10
Customization8/10
Support6/10
Integration1/10
Task Scores
Observability
8
Agent Coordination
7
Task Delegation
7
Role Specialization
7
Scalability
7
Communication Protocol
7
Parallel Execution
6
Error Recovery
5
Trust Score
35/100
Limited Data
Based on 3 verified signals
Trust Signals
Verified CompanyAlibaba
Notable CustomersAlibaba Cloud, Fliggy, Fun +2
Data ResidencyAgentScope supports deploying agents close to enterprise data to ensure data privacy and efficiency, and mentions "Computing near Your Data" for mobile agents. Data residency is also discussed in the context of MCP servers and compliance (GDPR, HIPAA).
PyPI269.9K/mo
Quick Stats
Agent TypeWorkflow
Memorylong term
Planningadvanced
CategoryAI Development
PlatformsAPI, CLI, WEB
Views1
Reviews0
LaunchedJan 2024
Setup TimeHours
Status
active
Company & Links