Multi-Agent Debate provides a comprehensive toolkit for orchestrating interactive debates among AI agents. Developers clone the repository and install dependencies, then define roles such as Pro, Con, and Moderator in a configuration file. The framework leverages OpenAI or compatible LLM APIs to generate structured debate rounds: opening statements, rebuttals, and closing remarks. After each round, the Moderator agent synthesizes key points and records logs. Users can adjust debate length, agent personalities, and scoring metrics. The modular design allows integration with custom LLMs, plugin architectures, and visualization tools for analysis. This setup accelerates research into AI-driven argumentation, collaborative decision-making, and automated content generation based on debate outcomes.