Mindmesh MCP Server

🚀 MindMesh MCP Server

This is a server implementation based on the Model Context Protocol (MCP). It creates a quantum-inspired cluster composed of multiple Claude 3.7 Sonnet instances, with field coherence optimization. The server collaborates through multiple specialist LLM instances to provide enhanced inference capabilities.

✨ Features

• Quantum-inspired field computation: Utilize a field-based model to maintain coherence among Claude instances.
• WebContainer integration: A complete stack sandboxed execution environment.
• PGLite vector storage: An efficient vector database integrated with the pgvector extension.
• Multiple specialist Claude instances: Instances focus on pattern recognition, information synthesis, and reasoning.
• Coherence optimization: Select the most coherent output among multiple instances.
• Extended thinking support: Optional 128k core extended thinking ability.
• Real-time query updates: Provide real-time coherence notifications through PGLite's real-time extension.
• VoyageAI embedded model: Use VoyageAI's state-of-the-art model (voyage-3-large) to generate high-quality embeddings.

📦 Installation

Prerequisites

• Node.js 18.x or higher.
• Anthropic API key with access to Claude 3.7 Sonnet.
• VoyageAI API key (optional but recommended for better embedding effects).

Steps

1. Clone this repository:

   git clone https://github.com/wheattoast11/mcp-mindmesh.git
   cd mcp-mindmesh
   

2. Install dependencies:

   npm install
   

3. Create a .env file from the template:

   cp .env.template .env
   

4. Edit the .env file, add your Anthropic API key and VoyageAI API key (optional), and adjust other settings as needed.

💻 Usage Examples

Basic Usage

Follow these steps to configure and run the server:

1. Edit the configuration file:
   • Open the config.json file.
   • Configure the necessary parameters, such as API keys, endpoints, and other advanced options.
2. Install dependencies:

   npm install
   

3. Build the project:

   npm run build
   

4. Start the server:

   npm start
   

📚 Documentation

Environment Variables

The following are common environment variables and their descriptions:

Testing

To test the server, run the following command:

npm test

📄 License

MIT

Acknowledgments

This project uses the following technologies:

• Model Context Protocol (Version 2025-03-26)
• Anthropic Claude API
• VoyageAI Embedded Model
• WebContainer API
• PGLite
• ElectricSQL Vector Extension