Multi Agent Systems Python Packages

google-adk

An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

strands-agents

A model-driven approach to building AI agents in just a few lines of code.

strands-agents-tools

A set of tools that gives agents powerful capabilities.

strands-agents-builder

An example agent demonstrating streaming, tool use, and interactivity from your terminal. This agent builder can help you to build your own agents and tools.

praisonai

PraisonAI 🦞 — Hire a 24/7 AI Workforce. Stop writing boilerplate and start shipping autonomous self-improving agents that research, plan, code, and execute tasks. Deployed in 5 lines of code with built-in memory, RAG, and support for 100+ LLMs.

camel-ai

🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org

neuro-san

Neuro AI System of Agent Networks

open-aea

A framework for open autonomous economic agent (AEA) development - no package vendor is prioritised over other package vendors

open-autonomy

Open Autonomy Framework

swarms

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

solace-agent-mesh

An event-driven framework designed to build and orchestrate multi-agent AI systems. It enables seamless integration of AI agents with real-world data sources and systems, facilitating complex, multi-step workflows.

camel-oasis

🏝️ OASIS: Open Agent Social Interaction Simulations with One Million Agents.

strands-agents-mcp-server

This MCP server provides documentation about Strands Agents to your GenAI tools, so you can use your favorite AI coding assistant to vibe-code Strands Agents.

agentcrew-ai

Chat application with multi-agents system supports multi-models and MCP

zymi-core

Event-sourced agent engine — CLI and Python bindings for auditable AI workflows

uagents-core

A fast and lightweight framework for creating decentralized agents with ease.

synapse-orch-ai

Build AI agents that actually do things. Synapse is an open-source platform for creating, connecting, and orchestrating AI agents powered by any LLM — local, cloud or CLIs.

esquilax

JAX Multi-Agent RL, Neuro-Evolution, and A-Life Library

uagents

A fast and lightweight framework for creating decentralized agents with ease.

aea

A framework for autonomous economic agent (AEA) development

bourse

Rust Market Simulation Library with a Python API

mpac

Application-layer protocol for AI agents serving different principals to coordinate over shared state. 📦 PyPI: https://pypi.org/project/mpac/ · Spec, Python + TypeScript reference implementations, two-machine demo.

cullis-connector

Trust infrastructure for AI agents across organizations. Verified identity, explicit authorization, cryptographic audit trail.

vmas

VMAS is a vectorized differentiable simulator designed for efficient Multi-Agent Reinforcement Learning benchmarking. It is comprised of a vectorized 2D physics engine written in PyTorch and a set of challenging multi-robot scenarios. Additional scenarios can be implemented through a simple and modular interface.