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.

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.

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.

camel-ai

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

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.

open-aea

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

swarms

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

bernstein

Deterministic orchestrator for 30+ CLI AI coding agents. Git worktree isolation, HMAC audit trail, MCP server mode.

neuro-san

Neuro AI System of Agent Networks

open-autonomy

Open Autonomy Framework

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

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

uagents-core

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

esquilax

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

squadron-ai

Build faster *and* with higher quality. Architecture, design, and code reviews with your choice of models. User-configurable automation pipelines. Automated Claude compaction.

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.

aea

A framework for autonomous economic agent (AEA) development

graphbit

GraphBit - Advanced workflow automation and AI agent orchestration library

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.