MultiMind: Constructive Multi-Agent LLM Dialogue Tool
MultiMind is a structured, reasoning-first tool where multiple AI agents (LLMs) simulate reflective debate to produce better solutions. Inspired by multi-agent debate research, it lets one LLM generate an idea, then route it through critique by others — refining it step-by-step until a high-quality output is reached.
🚀 Use Cases
- Brainstorming and refining complex ideas
- Breaking down hard problems with feedback loops
- Designing solutions with expert-like critique
- Simulating expert review, debate, or argumentation
- Generating hypotheses and iteratively improving them
⚠️ Important Note
MultiMind currently supports a limited set of agents:
- 🧠 GroqCloud models
- 🤖 OpenAI GPT-4o
More models and providers (Claude, Gemini, GitHub-hosted models) will be supported soon in upcoming versions.
🧬 System Design
MultiMind runs on a flexible architecture designed to simulate debate between agents
📊 Architecture Diagram
📦 Installation
🟨 Claude (Anthropic Desktop AI)
To use MultiMind inside Claude, edit your Claude tools configuration and add this entry to your Claude.json file:
"MultiMind": {
"command": "npx",
"args": [
"-y",
"@hmodecode/multimind-mcpserver@latest"
],
"env": {
"GROQ_API_KEY": "your_groq_api_key",
"OPENAI_API_KEY": "your_openai_api_key",
"APPDATA": "/path/to/your/AppData/Roaming", // Optional:if you face path issues
"GITHUB_MODEL_ENDPOINT": "https://your-github-model-endpoint" // Optional: Only if you're using GitHub-hosted models
}
}
🟦 VSCODE
To use MultiMind inside Vscode, edit your settings.json file and the following:
"MultiMind": {
"command": "npx",
"args": [
"-y",
"@hmodecode/multimind-mcpserver@latest"
],
"env": {
"GROQ_API_KEY": "your_groq_api_key",
"OPENAI_API_KEY": "your_openai_api_key",
"GITHUB_MODEL_ENDPOINT": "https://your-github-model-endpoint" // Optional: Only if you're using GitHub-hosted models
}
}