Multiagent Systems Python Packages

agentfield

Build, run and scale AI agents like API and microservices - observable,auditable and identity-aware from day one.

spade

Smart Python Agent Development Environment

sigmaflow

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

ceylon

Efficient multi-agent task automation and management system.

openai-agents-redis

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

maltopic

A multi-agent LLM topic modeling library

peak-mas

PEAK is a framework to build and manage multiagent ecosystems.

ceylonai-next

Ceylon: A Rust-based agent mesh framework for building local and distributed AI agent systems

picoagents

Building LLM-Enabled Multi Agent Applications from Scratch

smia

This repository contains the ongoing development of a project that aims to achieve a Self-configurable Manufacturing Industrial Agent (SMIA) proposal. This development is performed by Ekaitz Hurtado within a PhD thesis at the University of the Basque Country (EHU) , specifically in the Control and Systems Integration research group.

osbrain

A general-purpose multi-agent-system module

pade-agents

Python Agent DEvelopment framework

openmas

Easily Build Smart Multi-Agent Systems

posggym

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

engy

Engy is an AI-powered development tool that generates fully functional web applications from natural language, streamlining the process from idea to working prototype.

ans-project-sdk

Python SDK for the Agent Network System (ANS)

marsys

Multi-Agent Reasoning Systems

fcmadrl

Fully Cooperative Multi-Agent Deep Reinforcement Learning

memary

Longterm Memory for Autonomous Agents

catfish-sim

Multiagent online dating simulation framework for Python.

multi-agent-decision

A Python library for simulating the actions which agents take under multi-agent systems and social networks.

token-copilot

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

funcroute

Intelligent Function/Tool Routing using Fine-tuned FunctionGemma

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.