Welcome to Swarms
Swarms is an enterprise-grade, production-ready multi-agent orchestration framework designed for seamless integration with existing systems and production-scale deployments. Built by the community for the community, Swarms provides comprehensive infrastructure that enables the deployment and orchestration of autonomous agents at scale.Quick Start
Get up and running with your first agent in minutes
Installation
Install Swarms using pip, uv, or poetry
Environment Setup
Configure your API keys and workspace
Documentation
Explore comprehensive guides and API references
Key Features
Swarms delivers a comprehensive multi-agent infrastructure platform designed for production-scale deployments.Enterprise Architecture
- Production-Ready Infrastructure
- High Availability Systems
- Modular Microservices Design
- Comprehensive Observability
- Backwards Compatibility
Multi-Agent Orchestration
- Hierarchical Agent Swarms
- Parallel Processing Pipelines
- Sequential Workflow Orchestration
- Graph-Based Agent Networks
- Dynamic Agent Composition
- Agent Registry Management
Enterprise Integration
- Multi-Model Provider Support
- Custom Agent Development Framework
- Extensive Enterprise Tool Library
- Multiple Memory Systems
- Backwards Compatibility with LangChain, AutoGen, CrewAI
- Standardized API Interfaces
Enterprise Scalability
- Concurrent Multi-Agent Processing
- Intelligent Resource Management
- Load Balancing & Auto-Scaling
- Horizontal Scaling Capabilities
- Performance Optimization
- Capacity Planning Tools
Developer Experience
- Intuitive Enterprise API
- Comprehensive Documentation
- Active Enterprise Community
- CLI & SDK Tools
- IDE Integration Support
- Code Generation Templates
Protocol Support
- MCP (Model Context Protocol): Tool integration and external API access
- X402: Cryptocurrency payment protocol for agent monetization
- AOP (Agent Orchestration Protocol): Distributed agent deployment and management
- Swarms Marketplace: Discover and share production-ready prompts and agents
- Open Responses: Multi-provider LLM interfaces
- Agent Skills: Markdown-based skill definitions
Why Choose Swarms?
Swarms is built for enterprises that need production-grade, scalable multi-agent systems. Whether you’re automating complex business processes, building intelligent workflows, or deploying agents at scale, Swarms provides the infrastructure you need.
Production-Ready from Day One
- 99.9%+ Uptime Guarantee: Built for reliability and high availability
- Enterprise-Grade Security: Comprehensive security features for production deployments
- Backwards Compatibility: Seamless integration with existing frameworks like LangChain, AutoGen, and CrewAI
- Comprehensive Observability: Full monitoring and logging capabilities
Built by the Community
Swarms is an open-source project with a vibrant community of developers, researchers, and enterprises. Join thousands of users building the future of autonomous agents.Discord Community
Join our Discord for live support and discussions
GitHub
Contribute to the open-source project
Follow for the latest updates and announcements
Next Steps
Install Swarms
Follow our installation guide to install Swarms using pip, uv, or poetry.
Set Up Your Environment
Configure your API keys and workspace directory in the environment setup guide.
Create Your First Agent
Follow the quickstart tutorial to build and run your first agent.
Community & Support
Ready to get started? Head over to the quickstart guide to create your first agent in minutes.