Open sourcePython · ≈7.3k stars · Apache-2.0
Swarms
Enterprise-grade multi-agent orchestration framework in Python.
Swarms is a Python framework for building and deploying multi-agent systems, with ready-made harnesses for sequential, concurrent and hierarchical architectures and graph workflows. Agents combine an LLM, tools and memory, and can run with max_loops='auto' to decide when a task is complete. It integrates with MCP, x402 and skills, has optional speedups via a drop-in LLM gateway and rustworkx graphs, and ships a Docker image. The swarms.ai site adds a hosted agent API and a marketplace for agents, prompts, tools and skills.
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Connections
Relations from the Harness Hub knowledge graph, as charted in the State of Harness reports.
Maintained by · 1
- SwarmsOrganisation
Built on · 1
- Model Context ProtocolProject
Similar entries · 8
- AG2Project
- Agency SwarmProject
- Agent SquadProject
- GriptapeProject
- LangflowProject
- LangroidProject
and 2 more
Sources
Verified Oct 29, 2026