Swarms AI - Enterprise Multi-Agent Framework
Build, deploy, and scale autonomous AI agent swarms with unprecedented control and efficiency
The Enterprise-Grade Multi-Agent Infrastructure Stack
1.9Billion+
Agents Deployed
BENEFITS OF SWARMS
Transform your organization with the
most advanced multi-agent framework ever created
BUILD MULTI-AGENT
STRUCTURES
Create complex hierarchical, sequential,
and parallel agent collaboration systems with unprecedented flexibility
DEPLOY AGENTS INTO
PRODUCTION
Seamlessly deploy your agent swarms to
production environments with enterprise-grade reliability and scaling
MONITOR & OBSERVE YOUR
AGENTS
Real-time monitoring, observability, and
debugging tools to track agent performance and behavior
AUTOMATE YOUR ENTERPRISE
Transform your organization with
intelligent automation powered by coordinated agent swarms
RADICALLY SIMPLE TO USE
Backwards compatible with every framework
- LangChain, AutoGen, tools, MCP integration, RAG integration
ENTERPRISE-GRADE FEATURES
Advanced security, compliance, and
governance features built for mission-critical applications
READY TO TRANSFORM YOUR ENTERPRISE?
The Swarms Stack
A complete ecosystem for building,
deploying, and scaling multi-agent systems
SWARMS-RS
The First Multi-Agent Framework in
Rust
Ultra-fast, memory-safe, and production-ready
multi-agent framework built in Rust for maximum performance and reliability.
SWARMS PYTHON
Core Swarms Python Framework
The original Swarms framework in Python with full
backwards compatibility with LangChain, AutoGen, and other popular frameworks.
SWARMS API
Ultra-Optimized Hosted Runtime
Enterprise-grade hosted API with ultra-optimized
runtime for deploying and scaling your agent swarms in production.
SWARMS MARKETPLACE
Buy & Sell Agents, Prompts
& More
Discover, buy, and sell agents, prompts, tools, and
components on swarms.world - the premier marketplace for AI agents.
Features
Swarms has pioneered world-class
infrastructure for multi-agent collaboration such as communication protocols, optimized runtimes, memory
systems, and simulation environments.
🔗
Multi-Agent
Architectures
Build complex hierarchical, sequential, and parallel
agent collaboration systems
📡
Agent-To-Agent
Communication Protocols
Advanced communication protocols for seamless agent
interaction
⚡
Ultra-Optimized Agent
Execution Runtime
High-performance runtime for maximum agent efficiency
and speed
🧠
Multi-Agent Memory
Systems
Sophisticated memory management for complex agent
workflows
🌐
Multi-Agent Simulation
Environments
Advanced simulation environments for testing and
training agent swarms
🛡️
Enterprise Security
& Compliance
Built-in security, governance, and compliance
features for enterprise deployments
Cookbook &
Templates
Get started quickly with curated
examples, templates, and implementation guides
Examples Overview
Complete examples directory with comprehensive guides
and tutorials
Cookbook Index
Curated example collection with best practices and
patterns
Paper Implementations
Research paper implementations and academic examples
Templates &
Applications
Reusable templates and production-ready applications
READY TO TRANSFORM
YOU|
Join thousands of developers building the future of AI with the most advanced
multi-agent framework ever created
Latest Insights
Discover cutting-edge developments in
multi-agent AI systems and enterprise automation
Swarms v2.0: The First Multi-Agent Framework in Rust
Introducing the revolutionary
Rust-based multi-agent framework that delivers unprecedented performance and memory safety for
enterprise AI deployments.
RustMulti-AgentPerformanceEnterprise
Advanced Agent-to-Agent Communication Protocols
Deep dive into the sophisticated
communication protocols that enable seamless collaboration between AI agents in complex workflows.
Enterprise Deployment Guide: Scaling AI Agents in Production
Comprehensive guide to deploying and
scaling multi-agent systems in enterprise environments with maximum reliability and performance.
Building Intelligent Agent Workflows with Swarms
Learn how to design and implement
complex agent workflows that can handle real-world business challenges with unprecedented
efficiency.
STAY AHEAD
OF THE CURVE
Sign up for our newsletter and get
$20 in free credits, plus exclusive updates, technical
guides, blogs, and more!
