Yes. It is free and open source (Apache-2.0 license).

Do I need to know how to code to use Swarms?

Yes. You need to write code to use it.

What does Swarms work with?

According to its own documentation, it works with OpenAI, Anthropic, Claude, Docker Hub, Hugging Face, and LangChain.

What is Swarms good for?

Coordinating several AI agents to finish a multi-step job, running batches of AI tasks in parallel to save time, turning an AI agent into a server other agents can call, and connecting AI agents to outside tools through MCP servers.

Swarms

Swarms is a Python framework that lets developers build teams of AI agents that split up and complete multi-step work.

What it is good for

Coordinating several AI agents to finish a multi-step job
Running batches of AI tasks in parallel to save time
Turning an AI agent into a server other agents can call
Connecting AI agents to outside tools through MCP servers

At a glance

Who it is for

Setup

Requires programming

Level 5 of 5. You need to write code to use it.

Cost

Free and open source

Type

Framework or SDK

Tasks

Works with

OpenAI, Anthropic, Claude, Docker Hub, Hugging Face, LangChain

Momentum

Rank this week: Not ranked yet
Best rank: None yet
GitHub stars: 7,341

GitHub numbers as of Nov 2, 2026. Updated weekly.

GitHub stars for Swarms: 7,179 on Sep 24, 2026, 7,341 on Nov 2, 2026. Source: GitHub.

Official links

Setup steps are on the official pages. We do not repeat them here, since they change.

Questions

Is Swarms free?: Yes. It is free and open source (Apache-2.0 license).
Do I need to know how to code to use Swarms?: Yes. You need to write code to use it.
What does Swarms work with?: According to its own documentation, it works with OpenAI, Anthropic, Claude, Docker Hub, Hugging Face, and LangChain.
What is Swarms good for?: Coordinating several AI agents to finish a multi-step job, running batches of AI tasks in parallel to save time, turning an AI agent into a server other agents can call, and connecting AI agents to outside tools through MCP servers.

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