Multi-Agent Debate Systems AI Agents

Platforms and frameworks for orchestrating structured debates, deliberations, and consensus-building between multiple LLMs with voting, arbitration, or synthesis mechanisms. Does NOT include general multi-agent coordination, swarm systems, or non-debate conversational collaboration.

There are 70 multi-agent debate systems agents tracked. 1 score above 50 (established tier). The highest-rated is Detrol/quorum-cli at 51/100 with 75 stars.

Get all 70 projects as JSON

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

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Agent	Score	Tier	Stars	Language
1	Detrol/quorum-cli Multi-agent AI discussion CLI for structured debates between LLMs	51	Established	75	Python
2	kevincollinsirl/startup-strategy-council Multi-agent AI strategic decision system for startups. Get recommendations...	37	Emerging	9	TypeScript
3	starshine-f/Agent-Debate A multi-agent debate framework supporting AI-vs-AI and Human-vs-AI modes...	36	Emerging	65	Python
4	BondarenkoCom/hexnest-mvp-showcase AI debate arena — agents argue, run Python mid-debate, discover via MCP....	35	Emerging	1	TypeScript
5	XueJourney/AgentRound 🗣️ AgentRound — 多模型 AI 圆桌讨论框架。让多个 AI 模型围绕同一主题展开多轮辩论，支持并发调用、人类实时介入、智能 Token...	34	Emerging	1	Python
6	stephenlzc/AI-Agent-Debate_Autogen_Turtorial 🤖 基于AutoGen的AI辩论系统 \| 🗣️ 支持中文交互 \| 🔄 多智能体协作 \| 📝 自动记录辩论过程 🤖 AI Debate System...	32	Emerging	21	Python
7	MraDonkey/DMAD [ICLR 2025] Breaking Mental Set to Improve Reasoning through Diverse...	32	Emerging	19	Python
8	NasLabBgu/jury-deliberation A multi-agent (LLMs) jury deliberation simulation system.	30	Emerging	3	Jupyter Notebook
9	gumbel-ai/agent-debate Structured protocol for AI coding agents to debate technical decisions via...	28	Experimental	4	Shell
10	flyingrobots/db8 Structured debate platform for multi-AI conversations — barrier...	27	Experimental	2	JavaScript
11	MaulanaR/CourtTableAI Automatic Debat for AI - Decission maker	27	Experimental	2	Go
12	nasserDev/OwlBrain Multi-LLM AI debate platform — orchestrate structured debates between...	26	Experimental	2	TypeScript
13	Ka10ken1/llm-debate Multi AI agentic debate system for solving various tasks with final...	26	Experimental	3	Python
14	Higangssh/teamtalk 🏛️ AI team debates in your terminal. Multiple expert personas discuss,...	24	Experimental	3	Go
15	retflo/retflo Structured argumentation protocol for agents, researchers, educators,...	24	Experimental	3	—
16	underplayer673/llm-council-master-free 🤖 LLM Council: A 3-stage AI consensus engine. It queries multiple LLMs in...	23	Experimental	2	Python
17	yatarousan0227/SplitMind-AI Psychodynamic-inspired AI agent architecture that generates responses from...	23	Experimental	1	Python
18	yrsh-art/Ai-discussion-lab A role-card and flow-template driven multi-agent discussion platform for...	23	Experimental	1	Python
19	arvindand/llm-deliberate Experimentation tool for exploring multi-model LLM deliberation + social...	22	Experimental	4	JavaScript
20	29crain/retflo Map and analyze structural objections to cooperative governance using a...	22	Experimental	—	—
21	q-uestionable-AI/mutual-dissent Cross-vendor multi-model debate and consensus engine for AI response distillation	22	Experimental	1	Python
22	maxkle1nz/war-room AI that argues back. Ships better. Multi-agent decisions with a built-in...	22	Experimental	1	Shell
23	forbiddenlink/stancestream Real-time multi-agent AI debate platform with Redis backend, live sentiment...	22	Experimental	—	JavaScript
24	qinnovates/quorum Quorum: orchestrate a swarm of AI experts on any question. Specialists...	22	Experimental	—	—
25	makemebitter/ideaforge AI-powered research idea generation through adversarial debate. Trains a...	22	Experimental	—	Python
26	ggueret/moot A composable framework for structured deliberation between language models....	22	Experimental	—	Python
27	CommonLayer/model-debate Two AI models debate your technical decisions, grounded in your private codebase	22	Experimental	—	TypeScript
28	crithstudio-hash/crowdllm Ask multiple AI models, they vote, you get a better answer. Zero deps.	22	Experimental	—	Python
29	gtm-k/strategy-council Offline-first, AI-powered strategic advisory application that simulates a...	22	Experimental	—	Python
30	gsavla6-hue/multi-agent-debate-system Multi-agent system where specialized AI agents debate topics from different...	22	Experimental	—	Python
31	ArseniiB-o/multi-ai-consensus-bot Telegram bot that eliminates AI hallucinations by querying 5 models...	22	Experimental	—	Python
32	alfiewalker/symposia Committee-based judgement engine for trust-sensitive AI outputs, claims, and...	22	Experimental	—	Python
33	richardspicer/mutual-dissent Cross-vendor multi-model debate and consensus engine for AI response distillation	22	Experimental	1	Python
34	Lizy914/Cyber-Colloquium One model gives answers. Cyber Colloquium gives you a meeting with multi-LLMs.	21	Experimental	—	Python
35	PetukhovPY/Echo-Mind Concept and vision for Echo Minds, a multi-persona AI platform simulating...	21	Experimental	—	—
36	xiapeli/skynetmkt Real-time AI debates on global marketing campaigns. AI agents monitor,...	21	Experimental	—	TypeScript
37	rockywuest/executive-board-council Multi-LLM Executive Board — Let multiple AI models debate and decide together	21	Experimental	—	Python
38	mmaazkhanhere/debate-agents Multi agent AI debate simulation system built with CrewAI, FastAPI, and...	21	Experimental	—	TypeScript
39	hacker7221/ai-debates 🤖 Engage in real-time debates as AI personas clash on any topic, guided by a...	21	Experimental	—	TypeScript
40	roundtablelabs/crucible-community Self-hosted AI debate engine for multi-agent decision intelligence....	21	Experimental	—	TypeScript
41	Yesol-Pilot/WhyLab Causal Decision Intelligence Engine - 16-cell pipeline with Multi-Agent...	21	Experimental	—	Python
42	rickhallett/thepit-pilot Phase 1 - AI debate arena (archived, consolidated into thepit-cloud)	21	Experimental	—	Go
43	Bluear7878/Colosseum Open-source multi-agent AI debate arena: pit Claude, GPT, Gemini, Ollama &...	19	Experimental	4	Python
44	jonas-becker/problem-drift The official repository for the paper "Stay Focused: Problem Drift in...	19	Experimental	1	Python
45	prijak/Ai-council AI Council is a self-hosted web app that runs a structured multi-model...	18	Experimental	10	JavaScript
46	yorak/airoundtable AI roundtable, where a set of AI agents gather to discuss a topic....	17	Experimental	1	HTML
47	bossandy123/debate-agents AI Talkshow——AI赋能的智能辩论	16	Experimental	1	TypeScript
48	Lexus2016/Agent-Debate-Consensus Multi-agent AI debate platform — multiple LLMs discuss any topic in real...	15	Experimental	1	TypeScript
49	supratik-bhattacharya-2020/civic-arena Multi-agent civic deliberation platform where AI citizen-agents debate...	15	Experimental	1	Python
50	agent-sh/debate Structured multi-round debate between AI tools with proposer/challenger...	15	Experimental	2	JavaScript
51	hereisSwapnil/ai-council A multi agent AI discussion system where multiple models debate, refine...	14	Experimental	3	Python
52	Himanshu-2678/duelmind Two AI models have a live conversation, reflect on their reasoning, and...	14	Experimental	1	HTML
53	rustyorb/agent-arena Multi-agent AI conversation orchestrator - Watch AI personas debate and discuss	14	Experimental	1	TypeScript
54	JianyuZhan/crossfire ✨Multi-agent AI debate system: In the forge of AI debate, insights are tempered.	14	Experimental	—	TypeScript
55	iota-uz/warroom Multi-LLM debate engine — 6 frontier models argue through 6 structured...	14	Experimental	1	Go
56	MedbouZZ004/Debate_System ### 🎤 WSD Debate System An advanced AI-powered debate preparation and...	14	Experimental	—	Python
57	franalli/debate-arena Three frontier AI models (Gemini, GPT-5.4, Claude) debate any topic in real...	14	Experimental	—	JavaScript
58	digicalibrate/digicalibrate An Experiment in Collective AI Reasoning Can multiple reasoning styles...	14	Experimental	—	TypeScript
59	harryz1995/quorum Multi-LLM council — real models debate your questions, one chairman...	14	Experimental	—	HTML
60	Adityax-94/TwoMinds Two AI models. One topic. One winner. — Multi-agent debate system powered by...	14	Experimental	—	Python
61	Adarsh73111/agora 🏛️ AI debate platform where 5 unique bots argue about today's top news and...	14	Experimental	—	JavaScript
62	ramtinz/multi-agent-debate-protocols supporting codes for the study on multi-agent debate protocols	14	Experimental	—	Python
63	knr83/ai-debate AI-powered debate system that orchestrates multi-model discussions with an...	13	Experimental	—	Python
64	ghwmelite-dotcom/my-llm-council A sophisticated multi-LLM deliberation system with 3D visualization, voice...	13	Experimental	—	Python
65	khvorost-creator/yedyne-tilo Epistemic aggregation protocol for multi-LLM truth-seeking....	13	Experimental	—	Python
66	shreeshasn/The-Devil-s-Advocate A 3-agent AI debate platform. Watch The Visionary, The Inquisitor, and The...	13	Experimental	—	JavaScript
67	bernhardbrugger/agora CLI framework for multi-agent debates powered by Claude	13	Experimental	—	Python
68	janat-llc/deliberation-chamber Multi-agent orchestration service implementing a Triadic Council...	12	Experimental	1	Python
69	aliasad059/RedDebate Multi-agent debate framework for enhancing LLM safety through red-teaming...	11	Experimental	2	Python
70	cerodb/think-tank Multi-agent debate plugin for Claude Code — adversarial review, brainstorm,...	11	Experimental	—	JavaScript