AgentScope is a production-ready multi-agent framework designed to simplify the development of LLM-powered applications. It provides high-level abstractions for agent communication, memory management, and tool usage. Rather than using restrictive prompts, AgentScope leverages the inherent reasoning and tool-use capabilities of LLMs. Key features include Real-time Voice, Human-in-the-loop steering, Agentic RL for model tuning, and support for MCP and A2A protocols. It is engineered for scalability, supporting local, serverless, and K8s deployments with integrated OTel monitoring for enterprise-grade observability.
Edict is an OpenClaw-based multi-agent collaboration architecture inspired by the ancient Chinese 'Three Departments and Six Ministries' system. It utilizes 12 specialized agents with strict role-based authorization. Unlike traditional frameworks, Edict features a mandatory institutional review mechanism that can reject unqualified outputs, preventing errors from executing. It includes a real-time Kanban dashboard providing full observability, allowing users to manually intervene in tasks, hot-switch LLM models, and review complete audit logs to eliminate the black-box nature of AI workflows.
Spring AI Alibaba is a production-ready framework for building Agentic, Workflow, and Multi-agent applications. It features an Agent Framework with built-in context engineering, a Graph-based runtime for stateful orchestration, and a visualized Admin platform for development and evaluation. Supporting multi-agent patterns, multimodal interactions, and real-time voice agents, it integrates seamlessly with the Spring ecosystem. With A2A support via Nacos and MCP compatibility, it enables efficient distributed coordination and tool management for enterprise-level AI solutions.
Wiseflow (openclaw_for_business) is a business-oriented Multi-Agent System (MAS) built on OpenClaw, designed to operate 24/7 as a virtual digital workforce. Moving beyond standard personal assistants, it provides specialized "Crews" such as sales customer service, media operators, and IT engineers. Key highlights include autonomous multi-agent collaboration for seamless problem-solving, a built-in Patchright anti-detection browser, zero-cost Smart Search, and a non-intrusive Addon architecture ensuring full compatibility with upstream OpenClaw.
