Swarms Python Packages

swarms

The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework. Website: https://swarms.ai

swarm-models

A simple to use package to call various model providers such as openai, anthropic, and others with utmost reliability, security, and performance.

clusterops

ClusterOps is an enterprise-grade Python library developed and maintained by the Swarms Team to help you manage and execute agents on specific CPUs and GPUs across clusters. This tool enables advanced CPU and GPU selection, dynamic task allocation, and resource monitoring, making it ideal for high-performance distributed computing environments.

swarms-tools

Swarms Tools provides a vast array of pre-built tools for your agents, MCP servers, and multi-agent systems.

swarms-torch

Swarming algorithms like PSO, Ant Colony, Sakana, and more in PyTorch 😊

swarms-cloud

Deploy your autonomous agents to production grade environments with 99% Uptime Guarantee, Infinite Scalability, and self-healing.

claw-swarm

A smaller, lighter-weight version of OpenClaw, natively multi-agent, compiles to Rust, and built on the Swarms framework and Swarms ecosystem. One API, unified messaging across Telegram, Discord, and WhatsApp with optional Claude-powered reasoning.

tickr-agent

tickr-agent is an enterprise-ready, scalable Python library for building swarms of financial agents that conduct comprehensive stock analysis and produce insights.

teragpt

Paper - Pytorch

lfm-torch

An open source implementation of LFMs from Liquid AI: Liquid Foundation Models

atp-protocol

ATP Protocol is a payment-gated agent execution API that makes agent-to-agent payments and “pay to unlock results” easy on Solana, with a simple client integration (two endpoints + a Solana payment).

cryptoagent

cryptoagent - Swarms

mcs

A production-grade multi-agent system for comprehensive medical diagnosis and coding using specialized AI agents.

agentos-sdk

AgentOS is a lightweight, single-file implementation that provides a robust foundation for building autonomous AI agents. It implements the core concepts outlined in Karpathy's Agent OS architecture while maintaining simplicity and extensibility.

autort-swarms

Implementation of AutoRT: "AutoRT: Embodied Foundation Models for Large Scale Orchestration of Robotic Agents"

agentparse

AgentParse is a high-performance parsing library designed to map various structured data formats (such as Pydantic models, JSON, YAML, and CSV) into agent-understandable blocks. By leveraging **AgentParse**, engineers can ensure seamless data ingestion for LLM agents, enabling fast and accurate processing of real-world data.

fluid-api-agent

Welcome to FluidAPI, it's a framework that allows you to interact with APIs using natural language. No more JSON, headers, or complex formats simply describe your request in plain English, and FluidAPI will do the rest.

news-swarm

NewsAgent is an enterprise-grade news aggregation agent designed to fetch, query, and summarize news from multiple sources at scale.

aot-x

Algorithm of thoughts - Pytorch

product-marketing-agency

A multi-agent system for product marketing

simplified-transormer-torch

SimplifiedTransformer simplifies transformer block without affecting training. Skip connections, projection parameters, sequential sub-blocks, and normalization layers are removed. Experimental results confirm similar training speed and performance.

neo-sapiens

The next evolution of Agents

ai-coscientist

An simple, reliable, and minimal implementation of the AI CoScientist Paper from Google "Towards an AI co-scientist" with Swarms Framework

doc-master

A powerful, lightweight Python library for automated file reading and content extraction. Doc Master simplifies the process of reading various file formats into string representations, making it perfect for data processing, content analysis, and document management systems.