Platform Benefits
Swarms API is designed for developers who need more than just a simple AI completion endpoint. We provide a complete ecosystem for building, deploying, and scaling intelligent AI systems that can collaborate, reason, and solve complex problems together.Multi-Agent Architectures
Build hierarchical, sequential, and parallel agent systems at scale (10,000+).
Agent-to-Agent Communication
Protocols enabling seamless coordination and knowledge sharing across agents.
Optimized Execution Runtime
High-performance, concurrent runtime optimized for resource efficiency.
Multi-Agent Memory
Persistent, shareable memory for complex workflows and long-lived context.
Simulation Environments
Test and validate swarms in controlled environments before production.
Security & Compliance
Enterprise-grade security, governance, and reliability.
Getting Started
Essential Setup
API Key Setup
Create your API key and configure authentication.
Quickstart
Build your first agent in under 5 minutes.
Configuration
Set up your development environment.
Core Architecture
API Architecture
Three-tier architecture for scalable AI operations.
Client Libraries
Official SDKs for Python, TypeScript, Go, Java, and more.
Swarm Types
Explore different swarm configurations and patterns.
Workflow Patterns
Sequential Workflows
Chain agents for step-by-step processing.
Concurrent Workflows
Run agents in parallel for maximum throughput.
Hierarchical Swarms
Build agent hierarchies for complex decision-making.
Multi-Agent Router
Intelligent routing and load balancing.
Mixture of Agents
Combine specialist agents for better results.
Majority Voting
Consensus-based decision making.
Agent Rearrange
Dynamically reconfigure active agents.
Advanced Capabilities
Structured Outputs
Generate structured data with validation.
MCP Integration
Model Context Protocol for enhanced interactions.
Resources & Support
Rate Limits
API usage limits and quotas.
Pricing
Transparent pricing structure.
Community
Join our developer community.
Technical Support
Enterprise support and troubleshooting.
API Reference
Complete OpenAPI specification.
API Cookbook
Practical, runnable examples for agents, workflows, and utilities.
Ready to Build?
Join thousands of developers building the future of AI with Swarms API. Start with our comprehensive documentation, explore our examples, and join our community.Get Started Now
Build your first agent in minutes.
API Reference
Explore the full API specification.
Join Our Community
Connect with developers and get help.
Built with dedication by The Swarm Corporation