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.

ceylonai-next

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

openai-agents-redis

Session management for OpenAI Agents SDK using Redis.

picoagents

A minimal multi-agent framework for educational purposes

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.

peak-mas

Python-based framework for heterogeneous agent communities

osbrain

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

maltopic

A multi-agent LLM topic modeling library

fcmadrl

Fully Cooperative Multi-Agent Deep Reinforcement Learning

ans-project-sdk

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

pade-agents

Python Agent DEvelopment framework

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.

openmas

Easily Build Smart Multi-Agent Systems

memary

The Open Source Memory Layer For Autonomous Agents

marsys

Multi-Agent Reasoning Systems

catfish-sim

A multiagent online dating simulation framework.

token-copilot

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

posggym

A library for planning and reinforcement learning research in partially observable, multi-agent environments.

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.

norm-evolution-network

Evolution in multi-agent framework with social networks

funcroute

Intelligent Function/Tool Routing using Fine-tuned FunctionGemma