Swarms Infrastructure Stack
We're Building the Operating System for the Agent Economy
The Swarms ecosystem represents the most comprehensive, production-ready multi-agent AI platform available today. From our flagship Python framework to high-performance Rust implementations and client libraries spanning every major programming language, we provide enterprise-grade tools that power the next generation of agentic applications.
Product Portfolio by Language & API
🐍 Python
| Product |
Description |
Status |
Repository |
Documentation |
| Swarms Python Framework |
The core multi-agent orchestration framework for Python. Enables building, managing, and scaling complex agentic systems with robust abstractions, workflows, and integrations. |
Production |
swarms |
Docs |
| Python API Client |
Official Python SDK for interacting with Swarms Cloud and remote agent infrastructure. Simplifies API calls, authentication, and integration into Python applications. |
Production |
swarms-sdk |
Docs |
| Swarms Tools |
A comprehensive library of prebuilt tools for various domains, including finance, social media, data processing, and more. Accelerates agent development by providing ready-to-use capabilities and integrations. |
Production |
swarms-tools |
Coming Soon |
| Swarms Memory |
A robust library of memory structures and data loaders for Retrieval-Augmented Generation (RAG) processing. Provides advanced memory management, vector stores, and integration with agentic workflows. |
Production |
swarms-memory |
Coming Soon |
🦀 Rust
| Product |
Description |
Status |
Repository |
Documentation |
| Swarms Rust Framework |
High-performance, memory-safe multi-agent orchestration framework written in Rust. Designed for demanding production environments and seamless integration with Rust-based systems. |
Production |
swarms-rs |
Docs |
| Rust Client |
Official Rust client library for connecting to Swarms Cloud and orchestrating agents from Rust applications. Provides idiomatic Rust APIs for agent management and communication. |
Q2 2025 |
In Development |
Coming Soon |
🌐 API Clients (Multi-Language)
| Language/Platform |
Description |
Status |
Repository |
Documentation |
| TypeScript/Node.js |
Official TypeScript/Node.js SDK for Swarms Cloud. Enables seamless integration of agentic workflows into JavaScript and TypeScript applications, both server-side and in the browser. |
Production |
swarms-ts |
Coming Soon |
| Go |
Go client library for Swarms Cloud, providing Go developers with native APIs to manage, orchestrate, and interact with agents in distributed systems and microservices. |
Production |
swarms-client-go |
Coming Soon |
| Java |
Java SDK for Swarms Cloud, allowing enterprise Java applications to leverage multi-agent orchestration and integrate agentic capabilities into JVM-based systems. |
Production |
swarms-java |
Coming Soon |
| Kotlin |
Native Kotlin client for Swarms Cloud, designed for modern JVM and Android applications seeking to embed agentic intelligence and orchestration. |
Q2 2025 |
In Development |
Coming Soon |
| Ruby |
Ruby SDK for Swarms Cloud, enabling Ruby and Rails developers to easily connect, manage, and orchestrate agents within their applications. |
Q2 2025 |
In Development |
Coming Soon |
| C#/.NET |
Official C#/.NET client library for Swarms Cloud, providing .NET developers with tools to integrate agentic workflows into desktop, web, and cloud applications. |
Q3 2025 |
In Development |
Coming Soon |
Why Choose the Swarms Ecosystem?
| Feature |
Description |
| Production Ready |
Battle-tested in enterprise environments with 99.9%+ uptime |
| Scalable Infrastructure |
Handle millions of agent interactions with automatic scaling |
| Security First |
End-to-end encryption, API key management, and enterprise compliance |
| Observability |
Comprehensive logging, monitoring, and debugging capabilities |
| Multiple Language Support |
Native clients for every major programming language |
| Unified API |
Consistent interface across all platforms and languages |
| Rich Documentation |
Comprehensive guides, tutorials, and API references |
| Active Community |
24/7 support through Discord, GitHub, and direct channels |
| High Throughput |
Process thousands of concurrent agent requests |
| Low Latency |
Optimized for real-time applications and user experiences |
| Fault Tolerance |
Automatic retries, circuit breakers, and graceful degradation |
| Multi-Cloud |
Deploy on AWS, GCP, Azure, or on-premises infrastructure |