Multiagent Systems Python Packages

agentfield

Build, run and scale AI agents like API and microservices

ceylon

Efficient multi-agent task automation and management system.

sigmaflow

SigmaFlow is a Python package designed to optimize the performance of task-flow related to LLMs/MLLMs or Multi-agent.

spade

Smart Python Agent Development Environment

maltopic

A multi-agent LLM topic modeling library

ceylonai-next

Efficient multi-agent task automation and management system.

smia

This repository contains the ongoing development of the Self-configurable Manufacturing Industrial Agents (SMIA) reference framework. The project originated as part of a PhD thesis by Ekaitz Hurtado in the Systems Control and Integration (GCIS) research group at the University of the Basque Country (EHU), and continues its active development.

osbrain

osBrain - A general-purpose multi-agent system module written in Python

picoagents

Building LLM-Enabled Multi Agent Applications from Scratch

peak-mas

PEAK is a framework to build and manage multiagent ecosystems.

openmas

Easily Build Smart Multi-Agent Systems

openai-agents-redis

Native OpenAI Agents SDK session management implementation using Redis as the persistence layer.

iflow-mcp-rubenszimbres-a2a-adk-mcp

Multi-Agent Systems with Google's Agent Development Kit + A2A + MCP

ans-project-sdk

Agent Network System (ANS): A Foundational Hybrid Architecture for Secure AI Agent Ecosystems

posggym

A collection of environments and reference agents for planning and reinforcement learning research in partially observable, multi-agent environments.

fcmadrl

Fully Cooperative Multi-Agent Deep Reinforcement Learning

marsys

Multi-Agent Reasoning Systems

gama-pettingzoo

A python library to make gama agents controllable through petting zoo

catfish-sim

Multiagent online dating simulation framework for Python.

memary

The Open Source Memory Layer For Autonomous Agents

token-copilot

Multi-tenant cost tracking and budget enforcement for LangChain, LangGraph, and LlamaIndex

funcroute

Intelligent Function/Tool Routing using Fine-tuned FunctionGemma

multi-agent-decision

Decision making in multi-agent systems when agents have multiple choices and are connected with other agents according to a specific social network.

omnidaemon

OmniDaemon is a Universal Event-Driven Runtime for AI Agents, it's framework-agnostic, event-driven runtime that turns AI agents into production-grade, autonomous infrastructure services. It enables agents to listen, react, and collaborate across distributed systems—bringing true event-driven intelligence to modern enterprise environments.