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Projects in Awesome Lists tagged with multi-agent-systems

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

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

🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org

agent ai-societies artificial-intelligence communicative-ai cooperative-ai deep-learning large-language-models multi-agent-systems natural-language-processing

Last synced: 14 May 2025

https://github.com/InternLM/MindSearch

🔍 An LLM-based Multi-agent Framework of Web Search Engine (like Perplexity.ai Pro and SearchGPT)

ai-search-engine gpt llm llms multi-agent-systems perplexity-ai search searchgpt transformer web-search

Last synced: 06 May 2025

https://github.com/internlm/mindsearch

🔍 An LLM-based Multi-agent Framework of Web Search Engine (like Perplexity.ai Pro and SearchGPT)

ai-search-engine gpt llm llms multi-agent-systems perplexity-ai search searchgpt transformer web-search

Last synced: 25 Apr 2025

https://github.com/mervinpraison/praisonai

PraisonAI is a production-ready Multi AI Agents framework, designed to create AI Agents to automate and solve problems ranging from simple tasks to complex challenges. It provides a low-code solution to streamline the building and management of multi-agent LLM systems, emphasising simplicity, customisation, and effective human-agent collaboration.

agents ai ai-agent-framework ai-agent-sdk ai-agents ai-agents-framework ai-agents-sdk ai-framwork aiagent aiagentframework aiagents aiagentsframework framework multi-agent multi-agent-collaboration multi-agent-system multi-agent-systems multi-agents multi-ai-agent multi-ai-agents

Last synced: 02 Jan 2026

https://github.com/langmanus/langmanus

A community-driven AI automation framework that builds upon the incredible work of the open source community. Our goal is to combine language models with specialized tools for tasks like web search, crawling, and Python code execution, while giving back to the community that made this possible.

agent agents agi ai automation deep-research deepseek deepseek-r1 langchain langgraph llm multi-agent multi-agent-systems qwen qwen-vl qwen2-vl

Last synced: 29 Apr 2025

https://github.com/MervinPraison/PraisonAI

PraisonAI is a production-ready Multi AI Agents framework, designed to create AI Agents to automate and solve problems ranging from simple tasks to complex challenges. It provides a low-code solution to streamline the building and management of multi-agent LLM systems, emphasising simplicity, customisation, and effective human-agent collaboration.

agents ai ai-agent-framework ai-agent-sdk ai-agents ai-agents-framework ai-agents-sdk ai-framwork aiagent aiagentframework aiagents aiagentsframework framework multi-agent multi-agent-collaboration multi-agent-system multi-agent-systems multi-agents multi-ai-agent multi-ai-agents

Last synced: 18 Apr 2025

https://github.com/camel-ai/oasis

🏝️ OASIS: Open Agent Social Interaction Simulations with One Million Agents. https://oasis.camel-ai.org

agent-based-framework agent-based-simulation ai-societies deep-learning large-language-models large-scale llm-agents multi-agent-systems natural-language-processing

Last synced: 14 May 2025

https://github.com/fetchai/uAgents

A fast and lightweight framework for creating decentralized agents with ease.

agents ai ai-agents llm multi-agent-systems

Last synced: 09 Apr 2025

https://github.com/kaiban-ai/KaibanJS

KaibanJS is a JavaScript-native framework for building and managing multi-agent systems with a Kanban-inspired approach.

agentic agentic-framework agenticjs agents ai javascript kanban langchain-js llms multi-agent-systems state-management

Last synced: 30 Oct 2025

https://github.com/kaiban-ai/kaibanjs

KaibanJS is a JavaScript-native framework for building and managing multi-agent systems with a Kanban-inspired approach.

agentic agentic-framework agenticjs agents ai javascript kanban langchain-js llms multi-agent-systems state-management

Last synced: 11 Nov 2025

https://github.com/metaskills/experts

Experts.js is the easiest way to create and deploy OpenAI's Assistants and link them together as Tools to create advanced Multi AI Agent Systems with expanded memory and attention to detail.

agents ai ai-agents assistants-api multi-agent-systems openai openai-assistants openai-assistants-api

Last synced: 15 May 2025

https://github.com/instadeepai/mava

🦁 A research-friendly codebase for fast experimentation of multi-agent reinforcement learning in JAX

jax marl multi-agent-reinforcement-learning multi-agent-systems multiagent reinforcement-learning research

Last synced: 03 Nov 2025

https://github.com/instadeepai/Mava

🦁 A research-friendly codebase for fast experimentation of multi-agent reinforcement learning in JAX

jax marl multi-agent-reinforcement-learning multi-agent-systems multiagent reinforcement-learning research

Last synced: 13 Apr 2025

https://github.com/DerrickXuNu/OpenCOOD

[ICRA 2022] An opensource framework for cooperative detection. Official implementation for OPV2V.

autonomous-driving collaborative-perception computer-vision deep-learning multi-agent-perception multi-agent-systems pytorch simulations

Last synced: 20 Mar 2025

https://github.com/dmitryryumin/aaai-2024-papers

AAAI 2024 Papers: Explore a comprehensive collection of innovative research papers presented at one of the premier artificial intelligence conferences. Seamlessly integrate code implementations for better understanding. ⭐ experience the forefront of progress in artificial intelligence with this repository!

aaai aaai2024 application-domains artificial-intelligence cognitive-systems computer-vision computer-vison deep-learning expert-systems human-computer-interaction knowledge-representation machine-learning multi-agent-systems neural-networks reinforcement-learning sentiment-analysis

Last synced: 15 May 2025

https://github.com/proroklab/VectorizedMultiAgentSimulator

VMAS is a vectorized differentiable simulator designed for efficient Multi-Agent Reinforcement Learning benchmarking. It is comprised of a vectorized 2D physics engine written in PyTorch and a set of challenging multi-robot scenarios. Additional scenarios can be implemented through a simple and modular interface.

gym gym-environment marl multi-agent multi-agent-learning multi-agent-reinforcement-learning multi-agent-simulation multi-agent-systems multi-robot multi-robot-framework multi-robot-sim multi-robot-simulator multi-robot-systems pytorch rllib robotics simulation simulator vectorization vectorized

Last synced: 21 Oct 2025

https://github.com/proroklab/vectorizedmultiagentsimulator

VMAS is a vectorized differentiable simulator designed for efficient Multi-Agent Reinforcement Learning benchmarking. It is comprised of a vectorized 2D physics engine written in PyTorch and a set of challenging multi-robot scenarios. Additional scenarios can be implemented through a simple and modular interface.

gym gym-environment marl multi-agent multi-agent-learning multi-agent-reinforcement-learning multi-agent-simulation multi-agent-systems multi-robot multi-robot-framework multi-robot-sim multi-robot-simulator multi-robot-systems pytorch rllib robotics simulation simulator vectorization vectorized

Last synced: 22 Sep 2025

https://github.com/semitable/robotic-warehouse

Multi-Robot Warehouse (RWARE): A multi-agent reinforcement learning environment

environment multi-agent multi-agent-reinforcement-learning multi-agent-systems reinforcement-learning robotics simulation

Last synced: 11 Sep 2025

https://github.com/alpha-innovator/novelseek

When Agent Becomes the Scientist – Building Closed-Loop System from Hypothesis to Verification

agentic-framework ai-scientists automatic-paper-survey automatic-scientific-discovery coding-agents hypothesis-generation llm-coder multi-agent-systems

Last synced: 21 Jul 2025

https://github.com/star2dust/paper-simulation

Let's reproduce paper simulations of multi-robot systems, formation control, distributed optimization and cooperative manipulation.

cooperative-manipulation formation-control matlab multi-agent-systems multi-robot-cooperation optimization-algorithms paper-simulations robotics

Last synced: 06 Apr 2025

https://github.com/google/adk-java

An open-source, code-first Java toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

agent agentic agentic-ai agentic-workflow agents agents-sdk ai ai-agents aiagentframework genai genai-chatbot llm llms multi-agent multi-agent-system multi-agent-systems multi-agents multi-agents-collaboration

Last synced: 30 Jun 2025

https://github.com/camel-ai/crab

🦀️ CRAB: Cross-environment Agent Benchmark for Multimodal Language Model Agents. https://crab.camel-ai.org/

gui-automation language-model-agent large-language-models multi-agent-systems visual-language-models

Last synced: 15 May 2025

https://github.com/liuruoze/mini-alphastar

(JAIR'2022) A mini-scale reproduction code of the AlphaStar program. Note: the original AlphaStar is the AI proposed by DeepMind to play StarCraft II. JAIR = Journal of Artificial Intelligence Research.

deep-learning deep-neural-networks deep-reinforcement-learning gaming imitation-learning mini-alphastar multi-agent-systems pytorch reinforcement-learning sc2replay self-playing-bot starcraft-ii-bot starcraft2 starcraft2-ai supervised-learning

Last synced: 07 Apr 2025

https://github.com/pilottai/pilottai

Python framework for building scalable multi-agent systems with built-in orchestration, LLM integration, and intelligent task processing. Features dynamic scaling, fault tolerance, and advanced load balancing.

agent-framework agents ai generative-ai llm multi-agent-systems opensource pilottai pydantic python

Last synced: 25 Sep 2025

https://github.com/josefalbers/phi-3-vision-mlx

Phi-3.5 for Mac: Locally-run Vision and Language Models for Apple Silicon

agent api bgpt fine-tuning finetuning llm lora lstm mac macos metal mlx multi-agent-systems multimodal phi-3 phi-3-5 phi-3-mini phi-3-vision retnet vlm

Last synced: 05 Apr 2025

https://github.com/swarmzero/swarmzero

SwarmZero's SDK for building AI agents, swarms of agents and much more.

agent-swarms ai ai-agent ai-swarm decentralized-ai gen-ai gennerative-ai llm multi-agent-framework multi-agent-systems swarm swarms

Last synced: 30 Dec 2025

https://github.com/manthanguptaa/water

A multi-agent orchestration framework that works with any agent framework

agents framework llm multi-agent multi-agent-systems workflow

Last synced: 21 Sep 2025

https://github.com/cunicu/cunicu

A zeroconf peer-to-peer mesh VPN using Wireguard® and Interactive Connectivity Establishment (ICE)

edge-cloud go golang ice iot mesh multi-agent-systems nat-traversal networking vpn vpn-manager wireguard wireguard-vpn

Last synced: 04 Apr 2025

https://github.com/Abiorh001/omnicoreagent

OmniCoreAgent is the complete AI development platform that combines two powerful systems into one revolutionary ecosystem. Build production-ready AI agents with OmniAgent, use the advanced MCP client with MCPOmni Connect, or combine both for maximum power.

agent fastapi mcp mcp-client multi-agent-systems orchestration

Last synced: 02 Sep 2025

https://github.com/cnoe-io/ai-platform-engineering

CAIPE: Community AI Platform Engineering Multi-Agent Systems

agentic-ai ai-agents caipe multi-agent-systems platform-engineering

Last synced: 01 Nov 2025

https://github.com/saigontechnology/agentcrew

Chat application with multi-agents system supports multi-models and MCP

ai-agents ai-assistant anthropic-claude mcp-client model-context-protocol multi-agent-systems terminal-app tool-use

Last synced: 14 Dec 2025

https://github.com/global-agent-hackathon/global-agent-hackathon-may-2025

A month-long, open-source AI Agent Hackathon — open to all builders and dreamers working on agents, RAG, tool use, and multi-agent systems.

agents ai llms multi-agent-systems rag

Last synced: 05 May 2025

https://github.com/zhudotexe/redel

ReDel is a toolkit for researchers and developers to build, iterate on, and analyze recursive multi-agent systems. (EMNLP 2024 Demo)

large-language-models multi-agent-systems visualization

Last synced: 05 Apr 2025

https://github.com/valory-xyz/open-aea

A framework for open autonomous economic agent (AEA) development - no package vendor is prioritised over other package vendors

aea agent agent-framework autonomous-agents autonomous-economic-agents cryptocurrencies cryptocurrency decentralized multi-agent multi-agent-systems open-aea

Last synced: 23 Apr 2025

https://github.com/gt-ripl/multiagentperception

Official source code to CVPR'20 paper, "When2com: Multi-Agent Perception via Communication Graph Grouping"

cvpr2020 deep-learning multi-agent-systems multi-view semantic-segmentation

Last synced: 11 Apr 2025

https://github.com/strands-agents/docs

Documentation for the Strands Agents SDK. A model-driven approach to building AI agents in just a few lines of code.

agentic agentic-ai agents ai anthropic autonomous-agents bedrock genai litellm llama llm machine-learning mcp multi-agent-systems ollama openai opentelemetry python

Last synced: 05 Jul 2025

https://github.com/metauto-ai/NLSOM

🧠 Mindstorm in Natural Language-based Societies of Mind

mindstorm multi-agent-systems society-of-mind

Last synced: 23 Nov 2025

https://github.com/star2dust/robotics-toolbox

Robotics Toolbox Extension：matlab scripts for cooperative control and manipulation based on Peter Corke's robotics toolbox. Also fix some bugs of RTB 10.3.1.

corke matlab mobile-robots multi-agent-systems planning robotics-toolbox

Last synced: 11 Aug 2025

https://github.com/i-am-bee/beekeeper

An implementation of a multi-agent task management system that enables hierarchical agent coordination and task execution.

autonomous-agents multi-agent-systems

Last synced: 11 May 2025

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/CognitiveCodes/NeuralGPT

Personalized all-purpose AI assistance platform based on hierarchical cooperative multi-agent framework which utilizes websocket connectivity for LLM<->LLM communication

ai-assistrance langchain multi-agent-systems websockets

Last synced: 18 Jul 2025

https://github.com/junchenzhi/Awesome-LLM-Ensemble

A curated list of Awesome-LLM-Ensemble papers for the survey "Harnessing Multiple Large Language Models: A Survey on LLM Ensemble"

ensemble ensemble-learning ensemble-machine-learning ensemble-models ensemble-prediction large-language-models llm-agents llm-ensemble llms multi-agent-systems multi-llms

Last synced: 08 May 2025

https://github.com/Xiaohao-Xu/MAC-Ego3D

[CVPR 2025] MAC-Ego3D: Multi-Agent Gaussian Consensus for Real-Time Collaborative Ego-Motion and Photorealistic 3D Reconstruction

3d 3d-reconstruction collaborative-slam cvpr cvpr2025 gaussian-splatting multi-agent-systems slam

Last synced: 12 Jun 2025

https://github.com/sang-buster/formation-control

Python and MATLAB implementations of Flocking Algorithms and Formation Control

drone formation-control matlab multi-agent-systems python simulation uav

Last synced: 24 Apr 2025

https://github.com/proroklab/hetgppo

Heterogeneous Multi-Robot Reinforcement Learning

heterogeneity multi-agent-reinforcement-learning multi-agent-systems robotics

Last synced: 22 Sep 2025

https://github.com/ignf/cartagen

CartAGen is a plugin for GeOxygene dedicated to cartographic generalisation

cartography generalization multi-agent-systems

Last synced: 14 Apr 2025

https://github.com/kaymen99/personal-ai-assistant

Your personal AI assistant powered by multiple AI agents. Connects to WhatsApp, Slack, or Telegram to manage your emails, schedule, to-dos, messages, and daily research.

ai-agents ai-assistants ai-personal-assistants langchain langgraph multi-agent-systems

Last synced: 09 Jul 2025

https://github.com/valory-xyz/open-acn

Open Agent Communication Network - Fork of acn on fetchai/agents-aea

agent-communication dht multi-agent-systems

Last synced: 23 Apr 2025

https://github.com/enflexit/agentworkbench

Application toolkit based on the JADE framework. Functionalities for time aspects, agent environment interaction, visualization and load balancing, focusing on the usability for end users.

agent agent-platform distributed-computing embedded-systems jade loadbalancing multi-agent-systems osgi-applications simulation workbench

Last synced: 25 Oct 2025

https://github.com/cartisan/inbloom

Computational storyteller based on an extended Jason Multi Agent Simulation Architecture.

affective-computing computational-storytelling fictional-characters multi-agent-systems narrative

Last synced: 12 Apr 2025

https://github.com/daltonnyx/swissknife

Chat application with multi-agents system supports multi-models and MCP

ai-agents ai-assistant anthropic-claude mcp-client model-context-protocol multi-agent-systems terminal-app tool-use

Last synced: 29 Apr 2025

https://github.com/milojebtc/multi-ai-agent

This is Crypto Multi Ai Agent system building from scratch in python without any dependency of frameworks! This Multi Ai Agent system leverate OpenAI's GPT-4o model with a simple Stremlit web interface to tackle specialized tasks to create agentic systems without using orchestration frameworks like Crew AI or LangGraph

ai ai-agent blockchain crew crypto langchain langgraph multi-agent-systems openai web3

Last synced: 23 Apr 2025

https://github.com/teilomillet/enzu-go

A framework for building multi-agent AI systems. Enables LLMs to collaborate through hierarchical organization, parallel task execution, and extensible tools.

agent-systems agents ai-frame anthropic anthropic-claude chatgpt distributed-agents genai go golang llm llms multi-agent multi-agent-systems openai parallel-processing swarm synergy task tool-integration

Last synced: 01 Apr 2025

https://github.com/lukasschaefer/msc_curiosity_marl

MSc Informatics dissertation project - University of Edinburgh: Curiosity in Multi-Agent Reinforcement Learning

curiosity evaluation exploration intrinsic-rewards msc-dissertation multi-agent multi-agent-reinforcement-learning multi-agent-systems python pytorch sparse-rewards stochasticity

Last synced: 11 Sep 2025

https://github.com/adrrei/multi-agent-systems-in-jade

A Multi Agent Auction System developed in JADE

agent fipa interaction-protocols jade multi-agent-systems

Last synced: 25 Oct 2025

https://github.com/sang-buster/communication-aware-formation-control

Communication-aware Formation Control for Dynamical Multi-agent System

decentralized-control distributed-systems formation-control multi-agent-systems

Last synced: 24 Apr 2025

https://github.com/scalabm/auctions

A functional API for auction simulations

abm agent-based-modeling auctions economics java-8 multi-agent-systems scala

Last synced: 02 Jan 2026

https://github.com/theeterna/server2mcp

This is a revolutionary AI MCP plugin with excellent pluggable and encapsulated features. With just a few lines of configuration, it can easily integrate into your Spring boot web program and give it MCP capabilities,inheriting the powerful engineering capabilities of the Spring series framework

agent ai framework java maven mcp mcp-server multi-agent-systems spring spring-ai spring-boot spring-mvc

Last synced: 10 Sep 2025

https://github.com/jessedrelick/agens

Create multi-agent workflows with AI and Language Models using OTP components in Elixir for reliable and scalable automation.

agents ai ai-agents bumblebee elixir llm multi-agent-systems nx workflow-automation

Last synced: 10 Apr 2025

https://github.com/root-11/maslite

A very fast multi agent messaging kernel in Python

messaging multi-agent-systems

Last synced: 21 Mar 2025

https://github.com/oztrkoguz/visquerypdf

It automatically describes images in PDF files and generates questions from these descriptions. With its advanced RAG structure, it directs these questions directly to PDF text content, providing comprehensive information extraction and analysis.

agent clip langchain langchain-agent langchain-python langchain-rag llm-agent multi-agent-systems ollama

Last synced: 20 Mar 2025

https://github.com/spark-engine-opensource-projects/fullstack-nextjs-app-generator

Fullstack Next.js Application Builder that uses a Spark Engine AI multi-agent system project for generation, Supabase and Vercel for deployment

ai artificial-intelligence generative-ai generator groq javascript multi-agent multi-agent-systems nextjs ngrok openai spark-engine supabase tailwind vercel web-app web-app-generator

Last synced: 23 Oct 2025

https://github.com/ingstefan/jade-dr-vpp

Software for the use of Multi-agent Systems in Virtual Power Plants to realize Demand Response Mechanisms

demand-response demand-side-management jade multi-agent-systems node-red virtual-power-plants

Last synced: 17 Oct 2025

https://github.com/boschresearch/mrp_bench

Benchmark for Multi Robot Planning

benchmarking multi-agent-systems navigation robotics ros2

Last synced: 07 Oct 2025

https://github.com/offis-dai/mango.jl

Modular Julia-based agent framework to implement multi-agent systems

agent agent-based agent-based-control agent-based-simulation distributed-computing multi-agent-systems

Last synced: 21 Oct 2025

https://github.com/jalpp/recursearch

A MAS that searches the web recursively to generate comprehensive research reports with or without citations.

agents ai chatgpt deep-research llm mastra multi-agent-systems openai web-search

Last synced: 03 Apr 2025

https://github.com/syncrossus/jadetreasurehunt

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

gaia jade jade-templates java multi-agent multi-agent-systems treasure-hunt

Last synced: 25 Oct 2025

https://github.com/the-swarm-corporation/iotagents

Seamlessly integrate IoT data with AI agents, enabling the effortless parsing, processing, and utilization of IoT data streams.

agents ai gpt-4 gpt-5 llms ml multi-agent multi-agent-systems swarms transformers

Last synced: 19 Jul 2025

https://github.com/mrseanryan/gpt-multi-atomic-agents

A simple dynamic multi-agent framework based on atomic-agents, Instructor and Pydantic.

ai artificial-intelligence genai genai-chatbot large-language-model large-language-models llm multi-agent multi-agent-systems openai openai-api

Last synced: 19 Apr 2025

https://github.com/dponcedeleonf/instantneo

InstantNeo: Instant agents as the building blocks of intelligent systems. A Python library for creating LLM-based agents with granular control and simple composition.

agent-framework agents ai-agents llm-agent multi-agent-systems

Last synced: 11 Sep 2025

https://github.com/lightinn/protopolis

A multi-agent Ollama simulation in Rust

multi-agent-systems ollama-app rust simulation

Last synced: 28 Jun 2025

https://github.com/manoelcampos/sma-torrent

A Java 15 BitTorrent client using JADE Multi-Agent Systems Framework ☕️🌊

bittorrent bittorrent-client bittorrent-protocol jade-framework java multi-agent-systems

Last synced: 18 Oct 2025

https://github.com/TheEterna/server2mcp

This is a revolutionary AI MCP plugin with excellent pluggable and encapsulated features. With just a few lines of configuration, it can easily integrate into your Spring boot web program and give it MCP capabilities,inheriting the powerful engineering capabilities of the Spring series framework

agent ai framework java maven mcp mcp-server multi-agent-systems spring spring-ai spring-boot spring-mvc

Last synced: 07 Sep 2025

https://github.com/emirhansilsupur/youtube-video-analyzer

YouTube Video Inspector is a multi-agent tool that analyzes YouTube videos by fetching metadata, analyzing comments, and generating performance reports, which can be exported as PDFs using CrewAI.

crewai llm multi-agent-systems streamlit youtube

Last synced: 04 Oct 2025

https://github.com/the-swarm-corporation/swarms-rs

The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework in Rust

agents agora ai async ml multi-agent-systems multi-process multithreading python rust rust-lang

Last synced: 09 Apr 2025

https://github.com/hammergpt/claude-co-desk

A local AI task automation system built on Claude Code framework, exploring the limits of AI agents with full system resource control.

ai-automation claude-code mcp-protocol multi-agent-systems task-automation

Last synced: 16 Sep 2025

https://github.com/pliang279/competitive-emergent-communication

[AAMAS 2020] On Emergent Communication in Competitive Multi-Agent Teams

multi-agent-systems

Last synced: 05 May 2025