# Swarms

> A Python multi-agent orchestration framework with prebuilt sequential, concurrent and hierarchical architectures.

## Facts
- **Category:** [Agent Frameworks](https://agentsearchengine.app/category/agent-frameworks)
- **Type:** Framework
- **Pricing:** Open source
- **GitHub stars:** 7,197
- **Language:** Python
- **License:** Apache-2.0
- **Last repo activity:** today (Sep 23, 2026)
- **Official site:** https://docs.swarms.world
- **Source code:** https://github.com/kyegomez/swarms
- **Listing on Agent Search Engine:** https://agentsearchengine.app/agents/swarms
- **Data verified:** September 2026

## Best for
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.

## Install

```
uv pip install swarms
```

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