Multiagent Systems Python Packages

agentfield

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

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

ceylon

Efficient multi-agent task automation and management system.

agentprop

Graph control for AI-agent workflows.

ceylonai-next

Efficient multi-agent task automation and management system.

vxsdk

Vxcloud SDK The multi-cloud SDK & framework for developers — program your cloud in Go, Python, or TypeScript

vxcloud

Vxcloud SDK The multi-cloud SDK & framework for developers — program your cloud in Go, Python, or TypeScript

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 Systems Control and Integration (GCIS) research group.

peak-mas

Python-based framework for heterogeneous agent communities

maltopic

A multi-agent LLM topic modeling library.

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

ans-project-sdk

Python SDK for the Agent Network System (ANS)

marsys

Multi-Agent Reasoning Systems

token-copilot

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

posggym

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

catfish-sim

A multiagent online dating simulation framework.

osbrain

A general-purpose multi-agent-system module

fcmadrl

Fully Cooperative Multi-Agent Deep Reinforcement Learning

memary

Longterm Memory for Autonomous Agents

openai-agents-redis

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

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.