Visual workflow automation with AI agents — drag-and-drop scenarios across 2,000+ apps.
Tool useMemoryMulti-agent
Demo · hover to play
8 agents · capability hub
AI agents with multi-agent2026
Systems where multiple specialized agents collaborate — a planner, a coder, a reviewer, a writer. Outperforms single agents on long-horizon tasks where role-specialization helps.
Want the technical definition? Read the multi-agent glossary entry →
The 8 agents that ship multi-agent
Microsoft's open-source multi-agent framework — orchestrate conversations between specialised agents.
Multi-agentTool useCodeMemoryOpen-source framework for orchestrating role-playing autonomous AI agents in collaborative crews.
Multi-agentTool useMemoryDemo · hover to playLangChain's stateful multi-agent framework — graph-based orchestration with persistence and human-in-the-loop.
Multi-agentTool useMemory
Demo · hover to playOpenAI's lightweight multi-agent reference implementation — handoff + routine patterns, educational.
Multi-agentTool use
Demo · hover to playOpen-source workflow automation with first-class AI agent nodes — self-host or use cloud.
Tool useMemoryMulti-agentDemo · hover to playNo-code AI agent builder — design and ship multi-step LLM workflows that anyone on the team can edit.
Tool useMemoryMulti-agentRAGDemo · hover to playBuild durable agents that act on your internal data — open framework.
Tool useRAGMemoryMulti-agentDemo · hover to play
Frequently asked
What is multi-agent in AI agents?+
An architecture where several specialized agents collaborate on the same task — each handles a sub-goal and they coordinate through a shared workspace.
Which AI agents support multi-agent?+
8 agents in our index ship multi-agent. The list above is sorted by community interest; Make.com Agents, AutoGen, CrewAI are the most-researched in 2026.
How do I evaluate multi-agent in an AI agent?+
Look for: (1) reliability across edge cases, not just demo videos; (2) how the agent recovers when multi-agent fails mid-task; (3) whether multi-agent is the default mode or an opt-in feature. Production-ready agents publish multi-agent benchmarks; demos and screenshots aren't enough.
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