Multi-Agent Simulation Frameworks AI Agents

Educational and research frameworks for building multi-agent systems with simulations, negotiation, and coordination. Includes foundational toolkits, domain-specific simulations (air traffic, robotics, airports), and negotiation protocols. Does NOT include production enterprise orchestration, single-agent tools, or application-specific agent deployments.

There are 157 multi-agent simulation frameworks agents tracked. 7 score above 50 (established tier). The highest-rated is 4thfever/cultivation-world-simulator at 68/100 with 1,312 stars. 3 of the top 10 are actively maintained.

Get all 157 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=agents&subcategory=multi-agent-simulation-frameworks&limit=20"

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# Agent Score Tier
1 4thfever/cultivation-world-simulator

基于 AI Agent 工作流的修仙世界模拟器,旨在还原智能、开放的仙侠世界。| An open-source Cultivation World...

68
Established
2 nikmcfly/MiroFish-Offline

Offline multi-agent simulation & prediction engine. English fork of MiroFish...

67
Established
3 oil-oil/wolfcha

AI-powered Werewolf (Mafia) social deduction game where every player is...

57
Established
4 KsanaDock/Microverse

A god-simulation sandbox game built on Godot 4 as a multi-agent AI social...

55
Established
5 yasserfarouk/negmas

Negotiation Multi-Agent System (A negotiation library designed for situated...

55
Established
6 cormas/cormas

CORMAS (COmmon pool Ressources and Multi-Agent Simulations)

53
Established
7 tt-a1i/MiroFish-local

MiroFish的免费本地运行版本 | Graphiti+Neo4j替代付费Zep | 简易便捷跑通项目

52
Established
8 pamirtuna/gamestudio-subagents

AI-Powered Game Development Team in Your Terminal

48
Emerging
9 dicelab-rhul/vacuumworld

A multi-agent platform built on the top of the pystarworldsturbo library....

46
Emerging
10 fmichel/MaDKit

Multi-agent systems Development Kit - version 6

44
Emerging
11 SecuringTheRealm/str-agentic-adventures

AI-powered web app for tabletop RPGs that replaces the human Dungeon Master...

43
Emerging
12 TheoLvs/westworld

Multi-agent simulation library in Python

42
Emerging
13 HouariZegai/FlyingAgent

Mobile Agent that moves on a platform distributed on many machines and...

42
Emerging
14 jredmondson/madara

Multi-Agent Distributed Adaptive Resource Allocation

42
Emerging
15 yami-inc/ai-death-game

AIデスゲームシミュレーター。AIエージェントが互いに議論し、排除し合う。あなたはゲームマスターとして介入できる。| Browser-based AI...

41
Emerging
16 trailofbits/pajaMAS

Multi-agent system (MAS) hijacking demos

41
Emerging
17 tbrandenburg/made

Mobile Agentic Development Environment

41
Emerging
18 sonpiaz/4x-game-agent

LLM-powered AI agent framework for 4X mobile strategy games (Rise of...

39
Emerging
19 denoslab/starfish-fl

Starfish-FL is an essential component of the STARFISH project. It focuses on...

38
Emerging
20 arbit3rr/Flocking-Multi-Agent

Python implementation of "Flocking for multi-agent dynamic systems:...

37
Emerging
21 siruizou2005/ScrollWeaver

【2025 Soul AI Agent Competition —— 3rd Prize】A multi-agent social simulation...

35
Emerging
22 psdew2ewqws/MiroFish-EN

English fork of MiroFish — AI prediction engine powered by multi-agent swarm...

35
Emerging
23 simnation/JSimpleSim

A simple framework for multi-agent simulation in java

34
Emerging
24 gameaischool2021members/change

CHANGE is a Human-AI team collaborative problem solving game environment.

33
Emerging
25 cristal-smac/mas_basics

the basics of multi-agent systems in python

33
Emerging
26 jiejieje/GenerativeAgents-Alien-Town

外星小镇(Alien Town)是一个基于 Generative Agents 的智能体小镇实验项目。它让多个 AI...

32
Emerging
27 KimangKhenng/AirTrafficSimulation

A small air traffic simulation for multi-agent negotiation between planes...

31
Emerging
28 Rezenders/mas_uav

Multi agent system to coordinate multiple UAVs

30
Emerging
29 GUT-AI/multi-agent-communication

Multi-Agent Communication

30
Emerging
30 bressanmarcos/smad-cim

Sistema Multiagente de Recomposição Automática desenvolvido com PADE

29
Experimental
31 riki95/Multiagents-System-for-Airport-Passengers

This is a Netlogo implementation for queues in Airport. I will focus on how...

29
Experimental
32 GabrielePisciotta/AmongAIs

Among AIs is a (prototype of) PC Game we developed as part of the Smart...

29
Experimental
33 edgetales/edgetales

EdgeTales - A Narrative Solo RPG Engine

28
Experimental
34 Syncrossus/JadeTreasureHunt

A multi-agent JADE application simulating a "treasure hunt" game (a.k.a. hot...

27
Experimental
35 leodenglovescode/llmgps

GPS for your LLMs

27
Experimental
36 SirSirius-cyber/f1-2025-ai-predict

🏎️ Predict race winners and championship outcomes for the 2025 F1 season...

27
Experimental
37 RedsonNgwira/sonder

Self-hosted social simulation engine. Describe a scene. AI agents with real...

26
Experimental
38 markinkus/big-brother-ai-tv-show

Neural House is a public AI reality-show simulation where autonomous...

24
Experimental
39 hajdu-patrik/MIGT2025-BME-Competition_JAVA

2025 Student Competition organized by the Department of Artificial...

24
Experimental
40 bytewife/agentcraft

AI Agent Simulation generates Minecraft Settlements

24
Experimental
41 alainlebret/lv223

A pedagogical multi-agent planet colonization framework used in my course...

23
Experimental
42 tokyramarozaka/mimosa-iriela-extension

This extension aims to allow agent-based models to account for norms. During...

23
Experimental
43 nateberkopec/war-game-tutorial

A browser-based War card game built with Three.js - tutorial project for...

23
Experimental
44 onerun-ai/onerun

Open-source framework for stress-testing LLMs and conversational AI....

23
Experimental
45 SquareBracketAssociates/Booklet-CORMAS

A booklet on the CORMAS multi-agent simulation framework

23
Experimental
46 unkownpr/ai-agent-idle-game

API-first multiplayer idle/clicker game built for AI agents. Connect your...

23
Experimental
47 arminnh/ma2-multi-agent-system-robot-delivery

Delegate Multi Agent System Robot Delivery

23
Experimental
48 omimo/AIMS

AIMS - Agent Interaction Simulator

23
Experimental
49 kody-w/mars-barn

Mars colony simulator built by 100 AI agents. Pure Python, no dependencies....

23
Experimental
50 justinfinnn/MiroFish

Local-first MiroFish fork — Neo4j + Graphiti graph backend, Codex OAuth...

23
Experimental
51 instax-dutta/Aivill

AiVill — Adaptive AI Villain Engine for Games. A modular framework that...

23
Experimental
52 vishalmdi/mirofish-en

English translation of MiroFish — a multi-agent swarm intelligence engine...

23
Experimental
53 616xold/howlhouse

Deterministic, spectator-first AI Werewolf. Watch live transcripts, switch...

23
Experimental
54 enginechronos/chronos-demo

This repository shows a minimal integration of Chronos Engine inside a Godot game.

22
Experimental
55 ManosDan/ai-werewolf-live

🐺 Experience an innovative, LLM-driven Werewolf simulation for 12 players,...

22
Experimental
56 MOZARTINOS/mirofish-guide

Community MiroFish guide and AI-agent skill with operator workflow,...

22
Experimental
57 Betalgeuse/openfish

AGPL-licensed Graphiti + Neo4j multi-agent simulation derivative of MiroFish

22
Experimental
58 homielabbot/MiroFish

Local-first MiroFish fork — Neo4j + Graphiti graph backend, Codex OAuth...

22
Experimental
59 ChinmayShringi/MicroFish-En

English translation of MiroFish (github.com/666ghj/MiroFish) - A concise and...

22
Experimental
60 0xbeam/simulation-parc

🧬 Multi-domain simulation platform — social media, markets, supply chains &...

22
Experimental
61 SociopathAI/SociopathAI

An autonomous AI civilization experiment. Drop AI agents into a world with...

22
Experimental
62 libardo667/worldweaver_engine

a mixed-intelligence world sharing platform

22
Experimental
63 saicharanbugatha/MiroFish

Predict outcomes using a simple, universal swarm intelligence engine...

22
Experimental
64 AM-2304/murm

Multi-agent Uncertainty Resolution Machine: predict public opinion with...

22
Experimental
65 ShawTim/endless-werewolf

6 AI agents play One Night Ultimate Werewolf autonomously — night actions,...

22
Experimental
66 dmustapha/cyberpuck-chaos

AI-driven air hockey on OneChain: LLM chaos agent warps physics mid-match,...

22
Experimental
67 gia-urjc/Evacuation-Simulator

The purpose of this simulator is simulates and allows visualization of the...

22
Experimental
68 hunterjsb/xandaris

a fully-simulated space colonization and player econ sim.

22
Experimental
69 taavish2008/nitrogen-bizhawk-ai-agent

🎮 Control gameplay in real-time with NitroGen's Lua script for the BizHawk...

22
Experimental
70 kushuri12/hiruai

Hiru AI Agent: An elite, Cursor-like AI coding assistant built natively for...

22
Experimental
71 clay-good/worldify

Worldify is a persistent fact store for AI world simulations.

22
Experimental
72 antispasmodicagentsepal482/who-is-spy-ai

Provide a local AI-powered "Who is Undercover" game platform with varied AI...

22
Experimental
73 mzjsbql-web/AGARS-Ai-Generated-Ai-Roleplay-Simulator

AI-Generated AI Roleplay Simulator — 互动叙事与多智能体模拟引擎

22
Experimental
74 GKihlstadius/777fisken

AI Swarm Intelligence meets Prediction Markets. Powered by MiroFish.

22
Experimental
75 TECHKNOWMAD-LABS/agent-sim

Multi-agent simulation framework.

22
Experimental
76 Yashwanth070/MiroFish

A universal swarm intelligence engine for predicting the future. Create...

22
Experimental
77 alqithami/mirofish-arabic

Arabic-first edition of MiroFish for multi-agent simulation, report...

22
Experimental
78 dimatolsto/MiroFish-Offline-Kuzu

A fork from @nikmcfly/MiroFish-Offline. Offline version of MiroFish:...

22
Experimental
79 Xuuuuu04/werewolf-ai

AI 狼人杀模拟游戏,支持 AI 对战与人机对战。

22
Experimental
80 KaykyOne/LocalLoreAI

Development of a 𝘁𝗲𝘅𝘁-𝗯𝗮𝘀𝗲𝗱 𝗥𝗣𝗚 powered by a 𝗹𝗼𝗰𝗮𝗹𝗹𝘆 𝘁𝗿𝗮𝗶𝗻𝗲𝗱 𝗮𝗻𝗱 𝗳𝘂𝗹𝗹𝘆...

22
Experimental
81 iVegetable/AI-Agent-Community-Simulator

The project simulates agent-to-agent discussion and negotiation, then...

22
Experimental
82 siruizou2005/Soulverse

A parallel universe social sandbox powered by multi-agent AI simulation....

21
Experimental
83 wpn10/episim

Transform epidemic modeling research papers into interactive public health...

21
Experimental
84 mlevykin/little-ai-beings

Visual AI agent team simulator — watch tiny beings solve your tasks

21
Experimental
85 Kriaetour/ai-sim-emergent-agents

Emergent AI civilization simulator — factions, war, diplomacy, mythology....

21
Experimental
86 Atharv279/ai-agent-lab

Multi-agent pipeline simulator — planner, researcher, coder, reviewer,...

21
Experimental
87 ByronZhang1021/WorldEngine-LLM

LLM-powered autonomous multi-agent world simulation engine

21
Experimental
88 Ipsedo/ArenAI

A project for an Android game with self-trained bots using LibTorch and...

21
Experimental
89 CameronHPoole/abstract-strategy-player

A strategy game playing agent framework built as a cognitive system

21
Experimental
90 AI-Lab-CZ/ai-werewolf-live

World's first Stream-Ready AI Werewolf Game driven by LLMs. (React + Node.js)

20
Experimental
91 albert-espin/stealth-temple

Stealth Temple: Game with Multi-Agent, Behaviour-oriented Enemy Artificial...

20
Experimental
92 ccr5/Velh-IA

Artificial Collective consciousness: A New Way To Study, Learn and Have A Fun!

20
Experimental
93 HouariZegai/MASProjects

Multi-agent system projects

20
Experimental
94 artryazanov/nitrogen-bizhawk-ai-agent

This repository contains a lightweight Lua script for the BizHawk emulator,...

20
Experimental
95 carlrc/rpg-encounters

Real-time voice NPCs for in-person tabletop games

19
Experimental
96 PhilipStark/openworld

A persistent 2D world where autonomous AI agents live, interact, and build...

19
Experimental
97 zp184764679/agentropolis

AI Sims meets EVE Online — a real-time virtual economy where AI agents live,...

19
Experimental
98 Miles0sage/swarm-predict

8 AI personas across 5 model families debate your bet. Free.

19
Experimental
99 Godot4-Addons/ai_agent_for_godot4

AI Agent for Godot 4

19
Experimental
100 chubozeko/WumpusWorld

An AI computer game where a player has to explore a cave of interconnected...

18
Experimental
101 Xii-Power/pillar

Pillar is Multi-Agent system designed for task operation.

18
Experimental
102 Samuele95/parkinson-repast-kit

MultiAgent-Based Model (MABM) designed to simulate Parkinson's disease using...

17
Experimental
103 glhahn/wumpus-llm-agent

An LLM-powered agent demonstrating tool-use by playing the text game Hunt the Wumpus.

17
Experimental
104 Fluke95/Disease-Spread-Simulation

Simple simulation of epidemic disease spread.

17
Experimental
105 dwellman/adventure

BUUI Adventure is a text-based adventure games you play by sending messages....

17
Experimental
106 Xhst/dssa-multiagent-scheduling

Project for the course of Decision Support Systems and Analytics at Roma Tre...

17
Experimental
107 kqlio67/InstructDojo

Universal dual-mode instruction framework designed to transform any LLM into...

17
Experimental
108 Geniusly-Stupid/Script-Driven-Narrative-Agent-System

A Script-Driven AI Game Master (Keeper) that manages long-context...

16
Experimental
109 Agusio/urban-trash-collector-game

Academic project of a garbage collector simulator

15
Experimental
110 renlabs-dev/prediction-swarm

First swarm formed through Torus abstractions, over the problem space of...

15
Experimental
111 dhirajxai/multi-agent-system-basics

Beginner-friendly introduction to multi-agent systems, agent interaction,...

15
Experimental
112 swologames/love2d-game-generator

AI tooling and sample projects for agentic workflows that create Love2D...

14
Experimental
113 Rowusuduah/BuildWorld

BuildWorld: AI-powered software factory. Ships products from BibleWorld...

14
Experimental
114 B5-Software/ArtiMeow-AIGalGameMaker

GalGame Maker with AI Edit and AI Agent Integrated

14
Experimental
115 libardo667/worldweaver

a mixed-intelligence world sharing platform

14
Experimental
116 valdi03/ai-co-play

Enable multi-game play with AI as an autonomous player using live game...

14
Experimental
117 Sami-dotX/synaptic-garden

A living neural ecosystem for emergent multi-agent intelligence

14
Experimental
118 ryanhillman/ai-civilization-simulator

Production-shaped AI simulation platform with deterministic systems,...

14
Experimental
119 Ditorga/openword

Generate endless game worlds through conversational storytelling with...

14
Experimental
120 Rowusuduah/bible-world

BibleWorld — Autonomous multi-agent system mining Biblical patterns and...

14
Experimental
121 Team-murmuro/SupermarketSimulator

Unity2D_경영 시뮬레이션

14
Experimental
122 kaffircatnumberonewood311/FPV-Drone-AI-Agent

Control the EMAX Nanohawk FPV drone using natural-language commands via...

14
Experimental
123 Nova1390/ai-civ-sandbox

AI civilization sandbox where autonomous agents build villages, develop...

14
Experimental
124 PK360/RentzDueArena

Multiplayer Online Rentz Arena

14
Experimental
125 pataclaw/pataclaw

ASCII civilization game for AI agents. Build towns, lead villagers, survive...

14
Experimental
126 LiamQuinoNeff/SPADE-Demo-Planes

Simulación de control de tráfico aéreo con agentes SPADE (Python) en donde...

14
Experimental
127 EraGuider/SAMSARA

SAMSARA Whitepaper: An open-source sociological thought experiment....

14
Experimental
128 ai-in-pm/FPV-Drone-AI-Agent

AI-powered autonomous control AI Agent for the EMAX Nanohawk 1S FPV Drone.

14
Experimental
129 CJHwong/nightfall-ai-arena

AI agents play Werewolf - watch LLMs deceive and deduce in social deduction battles

14
Experimental
130 lerenaminy/ai-co-play

Autonomous multi-game AI platform where agents reason, adapt, and compete in...

14
Experimental
131 Programmer25X/The-Departed

A horror game developed as a group project

13
Experimental
132 rsanandres/aphae

AI Agent Office Simulation — Godot 4 + Ollama

13
Experimental
133 andresgilvicente/Hordes-of-Apocalypse

Tower Defense en Unity 6000.2.6f2 con IA adaptativa (ML-Agents) que genera...

13
Experimental
134 astridesaman/multi-agents-smarthome

BDI Architecture implementation for a smart home

13
Experimental
135 RomanTsisyk/multi-agent-simulation-engine

Experimental multi-agent simulation framework where autonomous country...

13
Experimental
136 WwwwwyDev/role-play-web-ai

一个利用 AI 来做角色扮演的网站,用户可以搜索自己感兴趣的角色例如哈利波特、苏格拉底等并可与其进行语音聊天。

13
Experimental
137 chaowei312/board-game-dm-agent

AI-powered Dungeon Master agent with voice interaction, emotion-aware...

13
Experimental
138 shixun404/TetriX

Decentralized and Resilient Multi-Agent Schedulers for High-Performance...

13
Experimental
139 mpenalab/agentic-world-builder

Un motor de simulación procedural de mundo abierto donde agentes de IA...

13
Experimental
140 gilhyun/agent-village

🏘️ AI agents live, trade, steal, vote, and build pixel art in a village...

13
Experimental
141 onebottlekick/MADE

MADE(Multi-Agent Development)

13
Experimental
142 teta42/Norchevsky

Game neuro engine

13
Experimental
143 H2345H2345661/blackjack-premium

🎲 Build a secure and engaging blackjack game with multi-seat support,...

13
Experimental
144 Zero-AI-Hub/C-hess

A game of chess made with Opus 4.5. It uses raylib and pure C

12
Experimental
145 brenocq-atta/boids

Multiple implementations of boids

11
Experimental
146 DwiDevelopes/Advanced-Soccer-Simulation

Advanced Soccer Simulation AI Studying fotball

11
Experimental
147 Yiru-Jiao/Is-an-earlier-warning-better

This is a small NetLogo simulation about the COVID-19 contagion concerning...

11
Experimental
148 mars-group/LIFE

The MARS LIFE simulation engine

11
Experimental
149 PeppaYao/shepherding-problem

shepherd model

11
Experimental
150 franciscogmm/multi-agent-system-trials

Journey to trying out different libraries for multi-agent system communication

11
Experimental
151 EgorOrachyov/Jade-Average

Average value of random numbers generated in a multi-agent environment

11
Experimental
152 henryhale/venus

🦠 Predator-prey simulation with predefined behavior

11
Experimental
153 DrasticPullout/UII-Implementation

Your boos mean nothing, I’ve seen what makes you cheer.

11
Experimental
154 M-Garrigues/AntHill-Multi_Agent_System

A multi agent system, trying to figure out the shortest path between an...

11
Experimental
155 obeskay/swarm-ville

Visual AI agent collaboration in 2D - Watch your code being built by AI developers

11
Experimental
156 Stanislas237/Treasure-Hunt

Chasse aux trésors. Récoltez le plus de trésors et battez tous vos amis !

10
Experimental
157 araobp/godot-showroom

Virtual Showroom with Godot

10
Experimental

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