AgentScope is a multi-agent platform developed by Alibaba's ModelScope team, designed from the ground up for building reliable, production-grade multi-agent applications. With 22K+ GitHub stars, it emphasizes scalability and fault tolerance over experimentation.
Built-in distributed execution enables running agent swarms across multiple machines with automatic load balancing and fault recovery. The A2A messaging protocol allows agents to communicate efficiently without centralized coordination.
Memory management includes working memory, compression for long conversations, and retrieval-augmented memory. The drag-and-drop AgentScope Workstation provides a visual interface for designing agent workflows without code.
Supports sequential, parallel, and conditional pipeline orchestration patterns. Multi-modal capabilities handle text, images, and other data types. Compatible with all major LLM providers including OpenAI, Anthropic, local models, and Alibaba's own Qwen family.