swarms
Enterprise-grade, production-ready multi-agent orchestration framework.
- Region
- Overseas
- Pricing
- Free
- Open source
- Yes
- GitHub Stars
- ★ 6.8k
- Source
- GitHub
- Added
- 2026-06-05
- Last verified
- 2026-06-05
Overview
Swarms is an enterprise-grade multi-agent orchestration framework designed to deliver reliable, scalable, and adaptable multi-agent systems. It addresses the challenge of coordinating multiple agents in complex environments by providing pre-built architectures such as sequential, concurrent, and hierarchical patterns, simplifying the development process. Ideal for enterprises requiring efficient management and scheduling of multiple AI agents.
Key features
- ▪Production-ready multi-agent architecture
- ▪Supports multiple protocol compatibilities
- ▪Easy installation and configuration
- ▪Powerful environment configuration options
Use cases
Pros
- ＋Highly scalable
- ＋Good backward compatibility
- ＋Extensive documentation support
Limitations / notes
- －May require some technical background
- －Dependent on external API services
Who it's for
This overview was compiled by AI from public sources and may contain inaccuracies — please refer to the official site.
FAQ
How do I get started with Swarms?
Install via pip or uv, then set up environment variables and create your first Agent according to the official documentation.
What protocols does Swarms support?
Supports MCP, x402, and more.
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