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MultiMind MCP Server

by benzinamohamed
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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

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 } }

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