Capability
Multi-agent orchestration
Multi-agent orchestration: 23 AI tools in this graph can do it, including AutoGen, OpenAI Agents SDK, DeerFlow, CrewAI and Agent Development Kit.
Coordinate several agents with different roles on one task.
Takes in Text → Gives out TextA kind of Build AI agents
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Tools that do it · 23
| Tool | How well | Pricing | Open source | How you run it |
|---|---|---|---|---|
| AutoGenFramework | main job * | Yes | API · Self-host · Runs offline | |
| OpenAI Agents SDKFramework | main job * | Yes | API · Runs offline · Self-host | |
| DeerFlowAgent | main job * | Open source, free | Yes | Web · Self-host · Runs offline · API · Terminal |
| CrewAIFramework | main job * | Yes | Web · API · Self-host | |
| Agent Development KitFramework | main job * | Yes | Terminal · API · Self-host | |
| Semantic KernelFramework | main job * | Yes | API · Self-host | |
| Microsoft Agent FrameworkFramework | main job * | Yes | API · Self-host · Terminal | |
| MetaGPTFramework | main job * | Yes | Self-host · Terminal · Runs offline | |
| AgnoFramework | main job * | Yes | Self-host · API · Terminal · Runs offline | |
| CAMELFramework | main job * | Yes | Self-host · Runs offline · API | |
| FlowiseProduct | main job * | Open source, free | Yes | Web · Self-host · API · Terminal · Runs offline |
| CursorProduct | supported * | Free plan + paid upgrades | Desktop · In the editor · Terminal · Browser extension | |
| LangGraphFramework | supported * | Yes | API · Self-host · Terminal | |
| Claude Agent SDKFramework | supported * | Yes | API · Self-host | |
| LobeHubProduct | supported * | Open source, free | Yes | Web · Self-host · API |
| LangflowProduct | supported * | Open source, free | Yes | Web · Desktop · Self-host · API · Runs offline |
| MastraFramework | supported * | Yes | Terminal · API · Self-host · Runs offline | |
| Pydantic AIFramework | supported * | Yes | Terminal · API · Self-host · Runs offline | |
| HaystackFramework | supported * | Yes | Self-host · API · Terminal | |
| STORMAgent | supported * | Open source, free | Yes | Self-host · API · Terminal |
| GPT ResearcherAgent | supported * | Open source, free | Yes | Web · Self-host · API · Runs offline |
| CowAgentAgent | supported * | Open source, free | Yes | Web · Desktop · Self-host · Runs offline · Terminal |
| Strands AgentsFramework | supported * | Yes | API · Self-host · Runs offline · Terminal |
* proposed by a machine, awaiting calibration
Questions
What is Multi-agent orchestration?
Coordinate several agents with different roles on one task. Multi-agent orchestration: 23 AI tools in this graph can do it, including AutoGen, OpenAI Agents SDK, DeerFlow, CrewAI and Agent Development Kit.
Which tools are built for “Multi-agent orchestration”?
AutoGen, OpenAI Agents SDK, DeerFlow, CrewAI, Agent Development Kit, Semantic Kernel, Microsoft Agent Framework and MetaGPT.
Are there free tools for “Multi-agent orchestration”?
AutoGen, OpenAI Agents SDK, DeerFlow, CrewAI, Agent Development Kit, Semantic Kernel, Microsoft Agent Framework and MetaGPT.
Which open-source tools can do “Multi-agent orchestration”?
AutoGen, OpenAI Agents SDK, DeerFlow, CrewAI, Agent Development Kit, Semantic Kernel, Microsoft Agent Framework and MetaGPT.
Which tools for “Multi-agent orchestration” run offline?
AutoGen, OpenAI Agents SDK, DeerFlow, MetaGPT, Agno, CAMEL, Flowise and Langflow.