Multi Agent Systems Python Packages

strands-agents

Build an agent harness and control it end-to-end. Open-source SDK for production AI agents in Python & TypeScript - any model, any cloud.

google-adk

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

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.

neuro-san

Neuro AI System of Agent Networks

camel-ai

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

open-aea

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

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-autonomy

Open Autonomy Framework

swarms

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

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.

camel-oasis

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

agentcrew-ai

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

valanistack

AI agents fail like junior teammates, looping on bad ideas, ignoring feedback, and escalating commitment. vstack ports 34 of the most-cited organizational-behavior frameworks so you can diagnose your agents the same way you'd diagnose your team.

uagents-core

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

uagents

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

esquilax

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

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.

agent-coherence

The data integrity layer that stops AI agents from silently corrupting shared state — across sessions, time, and concurrent runs.

nanitics

Composable Python SDK for building single-agent and multi-agent AI systems.

zymi-core

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

bourse

Rust Market Simulation Library with a Python API

aea

A framework for autonomous economic agent (AEA) development

graphbit

GraphBit is the world’s first enterprise-grade Agentic AI framework, built on a Rust core with a Python wrapper for unmatched speed, security, and scalability. It enables reliable multi-agent workflows with minimal CPU and memory usage, making it production-ready for real-world enterprise environments.