Which integrations are available for this server?

Supports optional integration with GitHub-hosted models as debate participants when configured with a custom endpoint Enables using GPT-4o as one of the AI agents in the multi-agent debate simulation

How do I use MultiMind MCP Server?

1. Click on "Install Server". 2. Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state. 3. In the chat, type @ followed by the MCP server name and your instructions, e.g., "@MultiMind MCP Server brainstorm and refine a marketing strategy for our new AI product" That's it! The server will respond to your query, and you can continue using it as needed. Here is a step-by-step guide with screenshots.

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.

Related MCP server: LLM Responses MCP Server

🧬 System Design

MultiMind runs on a flexible architecture designed to simulate debate between agents

📊 Architecture Diagram

System Design 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 } }