An open API service indexing awesome lists of open source software.

Projects in Awesome Lists tagged with multiagent-systems

A curated list of projects in awesome lists tagged with multiagent-systems .

https://github.com/SkyworkAI/DeepResearchAgent

DeepResearchAgent is a hierarchical multi-agent system designed not only for deep research tasks but also for general-purpose task solving. The framework leverages a top-level planning agent to coordinate multiple specialized lower-level agents, enabling automated task decomposition and efficient execution across diverse and complex domains.

gaia general-purpose multiagent-systems multimodel

Last synced: 30 Sep 2025

https://github.com/kingjulio8238/memary

The Open Source Memory Layer For Autonomous Agents

agents knowledge-graph memory multiagent-systems rag self-improvement

Last synced: 14 May 2025

https://github.com/agent-field/agentfield

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

agent agent-auth agent-authentication agent-indentity agent-scaling agentic-ai ai ai-backend aiagent anthropic cloud-native genai go kubernetes llm multiagent multiagent-systems python rag typescript

Last synced: 15 Jun 2026

https://github.com/kingjulio8238/Memary

The Open Source Memory Layer For Autonomous Agents

agents knowledge-graph memory multiagent-systems rag self-improvement

Last synced: 13 Apr 2026

https://github.com/starpig1129/datagen

DATAGEN: AI-driven multi-agent research assistant automating hypothesis generation, data analysis, and report writing. Now expanding into crypto market intelligence. Learn more: https://datagen.digital/.

agent ai ai-data-analysis artificial-intelligence code-generation data-analysis data-analytics data-science langchain langgraph large-language-model large-language-models llm multiagent-systems python

Last synced: 14 May 2025

https://github.com/starpig1129/AI-Data-Analysis-MultiAgent

DATAGEN: AI-driven multi-agent research assistant automating hypothesis generation, data analysis, and report writing. Now expanding into crypto market intelligence. Learn more: https://datagen.digital/.

agent ai ai-data-analysis artificial-intelligence code-generation data-analysis data-analytics data-science langchain langgraph large-language-model large-language-models llm multiagent-systems python

Last synced: 02 May 2025

https://github.com/oxwhirl/smac

SMAC: The StarCraft Multi-Agent Challenge

benchmark machine-learning multiagent-systems reinforcement-learning starcraft-ii

Last synced: 15 May 2025

https://github.com/starpig1129/DATAGEN

DATAGEN: AI-driven multi-agent research assistant automating hypothesis generation, data analysis, and report writing. Now expanding into crypto market intelligence. Learn more: https://datagen.digital/.

agent ai ai-data-analysis artificial-intelligence code-generation data-analysis data-analytics data-science langchain langgraph large-language-model large-language-models llm multiagent-systems python

Last synced: 17 Nov 2025

https://github.com/tom-mohr/particle-life-app

🦠 Simulator for a particle system showing life-like behaviour.

artificial-life java multiagent-systems particle-life particle-system

Last synced: 15 May 2025

https://github.com/cityflow-project/CityFlow

A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario

multiagent-reinforcement-learning multiagent-systems traffic-signal-control traffic-simulation

Last synced: 07 May 2025

https://github.com/javipalanca/spade

Smart Python Agent Development Environment

agent asyncio multiagent-systems python xmpp

Last synced: 15 May 2025

https://github.com/Excitablecell/GEARdrones

GEARdrones is a lightweight drone control and multiagent localizaion system that combines flight controller, UWB relative localization algorithm, and software monitor.

localization multiagent-systems stm32 uavs uwb-localization

Last synced: 13 Apr 2025

https://github.com/renning22/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.

claude claude-3-5-sonnet code-generation devin gpt-4 gpt-4o gpt-o1 multiagent-systems

Last synced: 11 Oct 2025

https://github.com/opensistemas-hub/osbrain

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

distributed-systems hacktoberfest multiagent-systems

Last synced: 14 Jan 2026

https://github.com/victordibia/multiagent-systems-with-autogen

Building LLM-Enabled Multi Agent Applications with AutoGen

agents autogen generative-ai large-language-models multiagent-systems

Last synced: 07 Apr 2025

https://github.com/qiyao-wang/autopatent

Repository of AutoPatent.

llm multiagent-systems patents

Last synced: 06 Apr 2025

https://github.com/airalab/aira

Autonomous intelligent robot agent (AIRA) project implements the standard of economic interaction between human-robot and robot-robot.

autonomous-robot ethereum multiagent-systems nix robotics

Last synced: 11 Apr 2025

https://github.com/QiYao-Wang/AutoPatent

Repository of AutoPatent.

llm multiagent-systems patents

Last synced: 05 Mar 2025

https://github.com/foundationagents/aflow

🔥🔥🔥 ICLR 2025 Oral. Automating Agentic Workflow Generation.

agentic-workflow agents multiagent-systems optimization

Last synced: 15 Sep 2025

https://github.com/startino/aitino

Aitino is a platform that allows for the creation of crews of AI Agents to help you automate tasks and solve complex problems.

ai aitino autogen automation crewai llm machine-learning metagpt multiagent-systems

Last synced: 01 Mar 2026

https://github.com/tom-mohr/particle-life

🦠 A Java framework that can simulate a variety of particle systems, for example Particle Life, a particle system showing life-like behaviour

artificial-life multiagent-systems particle-life particle-system

Last synced: 04 Jul 2025

https://github.com/snap-stanford/optimas

Optimize Any User-defined Compound AI Systems

compound-ai-systems multiagent-systems optimization reward-learning

Last synced: 11 Mar 2026

https://github.com/timkam/js-son

Light-weight reasoning-loop agent library for JavaScript

multi-agent-systems multiagent-systems

Last synced: 10 Apr 2025

https://github.com/ankur-deka/emergent-multiagent-strategies

Emergence of complex strategies through multiagent competition

competitive marl multiagent-reinforcement-learning multiagent-systems robotics

Last synced: 23 Sep 2025

https://github.com/nikunj-gupta/fcmadrl

Fully Cooperative Multi-Agent Deep Reinforcement Learning

ddpg dqn machine-learning multiagent-systems reinforcement-learning

Last synced: 03 Jun 2026

https://github.com/helios-base/librcsc

A base library to develop a simulated soccer team for the RoboCup Soccer Simulation

artificial-intelligence multiagent-systems robocup simulation soccer

Last synced: 21 Oct 2025

https://github.com/ceylonai/ceylon

Efficient multi-agent task automation and management system.

agents distributed-systems multiagent-systems

Last synced: 05 May 2025

https://github.com/ct2034/miriam

Modular IntRalogistics Intelligent plAtforM

beta modular multiagent-systems research robotics

Last synced: 30 Jul 2025

https://github.com/juliapomdp/factoredvaluemcts.jl

Scalable MCTS for team scenarios

mcts multiagent-planning multiagent-systems

Last synced: 23 Feb 2025

https://github.com/is0383kk/claude-multi-agent-api-server

Production-ready FastAPI service for concurrent Claude Agent session management with real-time monitoring, cost tracking, and session resumption via HTTP API.

agentic-ai agents ai-agents anthropic api api-client api-server claude claude-agent-sdk claude-agents claude-code claude-code-sdk fastapi multi-agent multi-agent-systems multiagent multiagent-systems rest-api session-management

Last synced: 16 May 2026

https://github.com/sinairv/gridsoccersimulator

A multi-agent soccer simulator in a grid-world environment, with agents implementing different reinforcement learning algorithms

machine-learning multiagent-systems reinforcement-learning simulation soccer

Last synced: 23 Jul 2025

https://github.com/nisaaragharia/ai-agents

Design Patterns for Multi Agents Frameworks Like Autogen, Langraph, Taskweaver,Crewai,etc

agents autogen langchain llm multiagent-systems openai taskweaver

Last synced: 15 Jul 2025

https://github.com/chon-group/chonide

Integrated Development Environment (IDE) for Embedded Multi-agent Systems (MAS)

agent-oriented-programming embedded-mas embedded-multiagent-systems ide jacamo maop multiagent-systems

Last synced: 16 Aug 2025

https://github.com/scalabm/auctions-simulation-example

Example application demonstrating how to run ESL auction simulations and analyze results using Python.

agent-based-modeling auctions-simulation java multiagent-systems python scala

Last synced: 05 Oct 2025

https://github.com/is0383kk/symbolemergence-vae-gmm

Symbol emergence using Variational Auto-Encoder and Gaussian Mixture Model (Inter-GMM-VAE)~VAEを活用した実画像からの記号創発~

gaussian-mixture-models generative-ai gmm machine-learning multiagent-systems naming-game pytorch pytorch-implementation vae vae-implementation vae-pytorch variational-autoencoder

Last synced: 16 May 2026

https://github.com/gecad-group/peak-mas

PEAK is a framework to build and manage multiagent ecosystems.

agent-based deployment ecosystem framework multiagent-systems simulation spade

Last synced: 08 Sep 2025

https://github.com/rafaelpierre/openai-agents-redis

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

agents artificial-intelligence llama llama-cpp multiagent-systems ollama openai openai-agents-sdk redis

Last synced: 06 Aug 2025

https://github.com/joshprk/agentrec

A recommendation system that picks out the best AI agents for a given natural language prompt

agentic-ai artificial-intelligence machine-learning multiagent-systems natural-language-processing

Last synced: 23 Apr 2025

https://github.com/profpantoja/chongame

A JavaFX game for learning the main concepts from the object-oriented approach.

engine game java javafx multiagent-systems object-oriented object-oriented-programming oo youtube

Last synced: 27 Oct 2025

https://github.com/victorgoubet/techsage

Leverage the power of multi-agent AI to fuel your daily tech, programming, and architecture insights.

crewai langchain llm multiagent multiagent-systems ollama openai python python3 tech technical-monitoring

Last synced: 22 Apr 2025

https://github.com/bladealex9848/mallo

MALLO (MultiAgent LLM Orchestrator) es un sistema avanzado de orquestación de múltiples agentes de Modelos de Lenguaje de Gran Escala (LLMs). Diseñado para manejar consultas complejas, MALLO utiliza una variedad de agentes, desde modelos locales hasta asistentes especializados y APIs de terceros.

multiagent-systems ollama openai python

Last synced: 24 Oct 2025

https://github.com/openmas-ai/openmas

Easily Build Smart Multi-Agent Systems

agents ai frameworks multiagent-systems

Last synced: 08 Mar 2026

https://github.com/shineyruan/vehicle-routing-ros2

Implementation of dynamic vehicle routing (DVR) algorithms in a truely distributed fashion based on ROS 2.

dynamic-vehicle-routing-problem multi-agent-systems multiagent-systems vehicle-routing vehicle-routing-problem

Last synced: 23 Mar 2025

https://github.com/pilarcode/multi-agents-lab-agno

Multiagent chatbot 🤖🤖🤖 - Lab with Agno and open source llms

agno gradio-ui huggingface lancedb llm-tools multiagent-systems ollama

Last synced: 15 Feb 2026

https://github.com/arianxdev/constitution-sim

Stress-test constitutions with AI-powered agentic politicians before trying them out on a real nation.

ai-agents constitution multiagent-systems

Last synced: 28 May 2026

https://github.com/pilarcode/multiagents-agno-lab

Multiagent chatbot 🤖🤖🤖 - Lab with Agno and open source llms

agno gradio-ui huggingface lancedb llm-tools multiagent-systems ollama

Last synced: 14 Jun 2025

https://github.com/iitzco/auto

AUTO - Multiagent System for self driving cars

multiagent-systems python3 self-driving-car

Last synced: 04 Apr 2025

https://github.com/pauloeduardo1991/geo-ai-agent

🌍 Automate webpage content audits with GEO Agent Crew, extracting insights and optimization suggestions using cutting-edge AI tools for better online performance.

a2a-protocol agent agents chatgpt claude-code crewai gemma geo hackathon mcp mongodb multiagent-systems realtime seo serp-api stream-processing web-scraping yomo

Last synced: 13 Apr 2026

https://github.com/MultiagentDynamics/Human-Machine-Shepherding

Employing Human Social-Motor Solutions for Human-Machine Interaction in Dynamical Task Contexts

dynamical-modeling dynamical-systems human-machine-interaction multiagent-systems social-motor-coordination unity

Last synced: 26 Apr 2025

https://github.com/justicen/chaos

chaos is Framework for multi Agent System developement. inspired by jade.

go golang multiagent-systems

Last synced: 11 Sep 2025

https://github.com/vgulerianb/agents-js

A versatile JavaScript library for designing and managing intelligent agents capable of interacting with AI-driven chat models, leveraging OpenAI's GPT for dynamic conversations and task automation.",

agents ai multiagent-systems openai swarm

Last synced: 02 Feb 2026

https://github.com/0xneobyte/medagent

MedAgent is an AI-powered multi-agent system designed to automate patient interactions, appointment scheduling, and notifications in healthcare settings. It integrates LangGraph for orchestrating multiple AI agents, LangFuse for monitoring and logging, OpenAI's Whisper for speech-to-text transcription, and GPT-4o for natural language understanding

ai-gents elevenlabs langraph multiagent-systems openai

Last synced: 20 Apr 2026

https://github.com/mattsscott/fyp

4th Year Final Project - Simulating Governance

multiagent-systems

Last synced: 16 Jan 2026

https://github.com/easonlai/it_support_agent_demo_r1

A multi-agent AI system designed to provide intelligent IT support using Azure OpenAI. This system uses LangChain as the multi-agent orchestration framework, and Streamlit to serve the web UI. It demonstrates how specialized AI agents can work together to resolve various IT issues including Windows 11, Microsoft Office, and hardware problems.

agentic-ai azure-openai gpt4o langchain multiagent-systems o3-mini streamlit

Last synced: 29 Apr 2026

https://github.com/yooodleee/marl_study

🧑‍🤝‍🧑MARL is truly enjoyable!🧑‍🤝‍🧑

machine-learning multiagent-systems reinforcement-learning

Last synced: 04 May 2026

https://github.com/burnycoder/multiagent-ai-coding

MultiAgent AI Coding system asking clarifying questions, generating plan, using smolagents AI agents (a code writing agent and code review agent, using LLM providers (o3, Claude, Gemini) by Portkey.ai, Gradio+terminal GUI

agent agents ai-agent ai-agents large-language-model large-language-models llm llms multiagent-systems openrouter smolagents

Last synced: 04 May 2026

https://github.com/MisterVVP/a2a-cpp

C++20 SDK for the Agent2Agent (A2A) Protocol: build A2A clients and servers with REST, JSON-RPC, gRPC/protobuf, streaming, auth hooks, CMake, vcpkg.

a2a a2a-agent a2a-client a2a-protocol a2a-server agent-to-agent agentic-ai agents ai ai-agents cmake cpp multi-agent-systems multiagent-systems sdk

Last synced: 09 Jun 2026

https://github.com/ghost---shadow/algae-dredging-simulator

A simulation as a proof of concept for automated skimming of algae in mostly still water.

algae environment-friendly green multiagent-systems simulation

Last synced: 09 Jun 2026

https://github.com/reckadon/inter-iit-pathway-pathrag-court-simulator

A Multi Agent RAG Application built with LangGraph, CrewAI and Pathway. The App simulates the working of an Indian Legal Court.

agentic-rag agentic-workflow ai crewai langchain langgraph multiagent-systems python rag

Last synced: 09 May 2026

https://github.com/hrishi-3000/getselect-ai

AI-powered multi-agent job screening system that parses CVs, summarizes job descriptions, matches candidates, and schedules interviews.

ai ai-recruitment database multiagent-systems multimodal nlp python3 sqlite tkinter-gui

Last synced: 09 May 2026

https://github.com/manel15279/jade-multiagents-auction-system

This project implements a multi-agent auction platform using JADE framework. It simulates decentralized auctions where buyers autonomously submit proposals and sellers manage bids to select winning offers.

auction jade java multiagent-systems

Last synced: 24 Jan 2026

https://github.com/yonatanawoke/audio-to-answer-generator

A modular multi-agent system that transcribes audio, extracts questions, generates AI-powered answers, and exports structured results (PDF/Docx/Markdown). Built with Python, Gemini API, and FPDF for seamless automation of Q&A from spoken input.

agentic-ai agentic-workflow ai audio-processing ffmpeg fpdf gemini huggingface multiagent-systems

Last synced: 17 May 2026

https://github.com/luuisotorres/chess_ai_agents

A chess face-off between AI Agents using AutoGen. Visualize every move and watch AI vs AI, turn by turn.

ai-agents artificial-intelligence autogen multiagent-systems openai streamlit uv

Last synced: 10 Apr 2026

https://github.com/jalpp/swesim

A powerful multi-agent system that coordinates specialized AI agents to generate comprehensive software implementation decision reports for full-stack applications.

agents ai llms mastra-ai multiagent-systems openai template

Last synced: 16 Apr 2026

https://github.com/joao-conde/feup-aiad

Repository to host the Multi-Agent Systems projects, a fourth year course @FEUP

datamining jade multiagent-systems rapidminer

Last synced: 12 May 2026

https://github.com/ankur-tutlani/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.

agent-based-modeling agent-based-simulation computational-economics evolution evolutionary-algorithms evolutionary-computation gametheory multiagent-systems norms social-network

Last synced: 12 Jul 2025

https://github.com/SalesforceAIResearch/LiveResearchBench

A live benchmark and evaluation framework for open-ended deep research in the wild.

agentic-ai deep-research deep-research-agent evaluation-framework multiagent-systems

Last synced: 23 Jun 2026

https://github.com/sergio11/smart_grid_optimizer_mas

🔋💡 SmartGrid Optimizer MAS is a distributed energy management system designed to optimize the operation of smart grids. It utilizes a multi-agent system framework to efficiently manage energy production, load, and storage across different locations in an electrical grid. ⚡🌐

jade-agents jade-multi-agent jasperreports java-swing javaswing jmx jmx-client jmx-monitoring multiagent-systems multiagentssystems

Last synced: 02 Apr 2025

https://github.com/yooodleee/deep_think_marl

🐵Deep think about MARL is truly enjoyable!🐵

algorithm game-theory marl-environment multiagent-systems

Last synced: 22 Jul 2025

https://github.com/knoblauchpilze/cellify

Some open-world cell magic

cpp multiagent-systems sdl2

Last synced: 15 May 2025

https://github.com/hamzakamelen/dev-team

DevTeam is an AI-powered multi-agent system that acts as your virtual developer team. It routes queries to expert agents (Frontend, Backend, AI, Full Stack) with guardrails and interactive Chainlit UI.

agentic-ai chainlit dev-team multiagent-systems openaiagentssdk python

Last synced: 18 Oct 2025

https://github.com/xrfxlp/warehousemultiagentpathfinding

Coordinate the movement of bots in a shared environment given that all of them have a common goal of picking up a good from given pickup point, drop to the destination and finally go to destination in the minimum type possible

multiagent-systems processing python

Last synced: 12 May 2026

https://github.com/jomasego/multiagent_sales

Multiagent sales system consisting of 3 Ai agents using Groq and Google Ai API Keys you need to provide, in the free Tier. Written in Python using Langchain and Streamlit.

agentic-ai agents ai groq langchain llama3 multiagent-systems sales streamlit

Last synced: 14 Apr 2026

https://github.com/kaua-pt/cancerevolutionsimulation

Simulação da evolução de um câncer

agent jade java multiagent-systems simulation

Last synced: 15 May 2026

https://github.com/mahshid1378/audio-lcm-model

PyTorch Implementation of Audio-LCM (ACM-MM'24): a efficient and high-quality text-to-audio generation with latent consistency model.

audio-processing lcm multiagent-systems multiprocessing

Last synced: 25 Oct 2025

https://github.com/chon-group/dpkg-jacamo

Provides the package installation of JaCaMo CLI for Debian, Ubuntu, and derivatives.

bdi framework jacamo multiagent multiagent-systems

Last synced: 26 Feb 2026

https://github.com/aais-lab/multiagentsystem

CIT Advanced Media : Multi-Agent System Learning Library

lecture mac multiagent-systems python3

Last synced: 02 May 2025

https://github.com/liviuxyz-ctrl/kitchen-management-system

The Kitchen Management System is a Java-based simulation using JADE to demonstrate multi-agent systems in kitchen operations, covering order processing, inventory management, delivery, and customer interactions.

jade java multiagent-systems

Last synced: 28 Feb 2026

https://github.com/chon-group/dpkg-chonide

ChonIDE Package for Debian, Mint, Ubuntu, and derivatives.

agentspeak arduino bdi-model debian-packages ide iot jason jasonembedded multiagent-systems robotics

Last synced: 17 Apr 2026

https://github.com/juan-alvarado21/plants-vs-zombies-multi-agent-system-using-a-algorithm

This program based on plants vs zombies simulates the problem of the sample collecting robot (multi-agent system) proposed to be carried out with the A* informed search algorithm where the samples will be found and grouped into clusters, using crumbs to trace the path to the ship. and describe the collaboration between agents.

a-star-algorithm heuristic-search-algorithms informed-search multiagent-systems reactive-agents

Last synced: 04 Jun 2026

https://github.com/kirankumar88/multiagent-flight-booking-system

A Google ADK–powered prototype flight booking system with multi-agent orchestration, FastAPI microservices, Streamlit UI, and Docker. Demonstrates smart, modular, cloud-ready automation for search and booking workflows.

docker fastapi microservices multiagent-systems streamlit

Last synced: 20 Apr 2026

https://github.com/ahmdeltoky03/company-report-generator

An AI-powered application that generates comprehensive, professional company research reports using multi-agent systems.

cohere crewai fastapi multiagent-systems open-source

Last synced: 22 Apr 2026

https://github.com/abh2050/langgraph_multi_agent_ai_travel_agent

A state-of-the-art multi-agent travel planning system built with LangGraph, Google Gemini Flash-2.0, and DuckDuckGo Search. The system offers three different planning approaches, from traditional single-agent to cutting-edge multi-agent collaboration using modern industry frameworks.

gemini-api langchain langgraph multiagent-systems

Last synced: 29 Apr 2026