AgentSwarms

Free learn-by-building platform for multi-agent AI: visual agent builder, swarms, courses, and a source-available self-hosted edition.

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What is AgentSwarms?

AgentSwarms is a learn-by-building platform for agentic AI. It combines 40+ lessons, 30+ live example agents, and 100+ executable in-browser notebooks across major agent frameworks (OpenAI Agents SDK, LangGraph, Mastra, Google ADK, and more) with a visual node-graph IDE where you can build and run real multi-agent swarms using your own API keys. Version 1.0 added a source-available self-hosted edition with knowledge bases, Graph RAG, AI-native BI dashboards, 22+ data connectors, and governance. Many interactive tools are free with no login required.

Key features

  • Visual multi-agent canvas
  • 103 executable framework notebooks
  • 40+ lessons and 30+ live example agents
  • Voice agents and website embeds
  • Source-available self-hosted edition
  • AI-native BI with SQL workbench

Pros

  • Zero-setup, free learning environment
  • Covers all major agent frameworks in one place
  • Real execution with your own API keys

Cons

  • Built for learning, not production agent hosting
  • Self-hosted edition requires own infrastructure

AgentSwarms at a glance

PricingFree
CategoryEducation & Learning
Platformsweb
Official websiteagentswarms.fyi
AI agentsmulti-agentlearningagent frameworkssandbox

How to choose the right Education & Learning tool

A learning tool earns its place by how well it teaches, not how quickly it answers. Look for step-by-step explanations, worked examples and questions that check understanding, rather than finished homework on demand — the learning happens in the attempt. Match the tool to the level: school students need guardrails, simple language and safety controls, while university and professional learners need depth, sources and subject accuracy. Feedback quality is the dividing line: specific corrections on your work teach far more than generic encouragement. If the tool will be used by children, check age limits and privacy practices carefully, and prefer tools designed to guide practice instead of replacing it.

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AgentSwarms FAQs

What is AgentSwarms?

AgentSwarms is a learn-by-building platform for agentic AI. It combines 40+ lessons, 30+ live example agents, and 100+ executable in-browser notebooks across major agent frameworks (OpenAI Agents SDK, LangGraph, Mastra, Google ADK, and more) with a visual node-graph IDE where you can build and run real multi-agent swarms using your own API keys. Version 1.0 added a source-available self-hosted edition with knowledge bases, Graph RAG, AI-native BI dashboards, 22+ data connectors, and governance. Many interactive tools are free with no login required.

What are the main features of AgentSwarms?

AgentSwarms offers Visual multi-agent canvas, 103 executable framework notebooks, 40+ lessons and 30+ live example agents, Voice agents and website embeds, Source-available self-hosted edition and AI-native BI with SQL workbench.

How much does AgentSwarms cost?

AgentSwarms is free to use. Always confirm the current offer on its official website, as pricing can change.

What are the pros and cons of AgentSwarms?

Strengths of AgentSwarms include Zero-setup, free learning environment; Covers all major agent frameworks in one place; Real execution with your own API keys. On the downside, Built for learning, not production agent hosting; Self-hosted edition requires own infrastructure.