Multi-Agent-LLMs/mallm

Adversarial multi-turn benchmark for LLM debate quality, using side-swapped matchups and multi-model judging to rank models by judged debate performance.

Multi-agent AI discussion CLI for structured debates between LLMs

EMNLP 2026 Main Conference Paper: MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems (https://arxiv.org/abs/2601.14230)

Top AI Agent Simulator: Build a Local Reddit Forum for LLM Testing 2026

FREE-MAD Orchestrator: Consensus-Free Multi-Agent Debate with CLI adapters, transcripts, dashboard, and tests

LLM multi-agent discussion framework for multi-agent/robot situations.

A local web app and CLI that sends one question to several LLMs, has them review each other's answers anonymously, and returns a chairman's synthesis with the dissent and a trace of every model call.

Run a council of local LLMs that debate, critique, and synthesize — no API keys needed.

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