Swarms
A Python multi-agent orchestration framework with prebuilt sequential, concurrent and hierarchical architectures.
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Prototyping different multi-agent topologies quickly in Python.
About Swarms
Swarms provides prebuilt multi-agent architectures, including sequential, concurrent and hierarchical swarms, around an Agent building block, with compatibility with other agent frameworks and support for protocols such as MCP and x402. It installs from PyPI or runs in Docker.
Swarms is an open-source project written primarily in Python, with 7.2k stars on GitHub. It was last updated in September 2026.
uv pip install swarms
