Free and open first
Best Multi Agent Systems in 2026
- 19 apps
- Research read 7 Oct 2026
- How the order is worked out
- 1
Anter
Free plan APISelf-hostedWebAnter focuses on infrastructure for orchestrated agent systems rather than end-user chat.
- 2
Flowise
Free plan APILinuxMac+3Flowise offers visual workflow construction, integrations, and deployment options, but its wind-down is a central consideration.
- 3
CrewAI AMP
Free plan APISelf-hostedWebChoose CrewAI AMP if your team needs several ways to build multi-agent workflows alongside tracing and governance controls.
- 4
Google Agent Search
Free plan APIWeb - 5
Langflow
Free plan APILinuxMac+3Langflow offers visual workflow building alongside Python extensibility, API use, and agent and MCP support. Its execution and isolation model requires care, particularly for multi-tenant deployments.
- 6
Trinity
Free plan APILinuxSelf-hosted+1Trinity provides orchestration, channels, governance, and deployment options for self-hosted AI agent fleets.
- 7
Anvyon Agentic
Free plan LinuxMacWindows - 8
AutoGen
Free plan LinuxMacWindows - 9
AgentX
Free plan Web - 10
AWS Strands Agents
Free plan LinuxMacWindows - 11
AG2
Free plan - 12
Agent Squad
Free plan - 13
Agno Builder
Free plan Web - 14
MKII LogosAI Framework
Free plan LinuxMac - 15
- 16
Orloj
Free plan LinuxWeb - 17
Microsoft Agent Framework
Free plan - 18
ORCH
Free plan - 19
IBM watsonx Orchestrate
Paid Web
#1Places #1, #2, #3, #4, #5 on this list can be bought by the makers of the software on it. See the price