NSAF (Neuro-Symbolic Autonomy Framework) MCP server

Enables AI systems to evolve and optimize neural network architectures through self-constructing meta-agents that adapt to different problem domains using TensorFlow-powered evolutionary algorithms.
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Setup instructions
Provider
Ariunbolor
Release date
Mar 21, 2025
Language
TypeScript
Stats
1 star

This MCP server for the Neuro-Symbolic Autonomy Framework (NSAF) allows AI assistants to interact with NSAF through the Model Context Protocol. It combines both the framework code and server implementation in a complete, deployable package.

Installation

Prerequisites

  • Node.js 18+ and npm
  • Python 3.8+ with the NSAF framework installed

Setup Instructions

  1. Clone the repository:

    git clone https://github.com/ariunbolor/nsaf-mcp-server.git
    cd nsaf-mcp-server
    
  2. Install dependencies:

    npm install
    
  3. Build the server:

    npm run build
    

Using the Server

Running Locally

Start the server on your local machine:

npm start

Installing for Use with AI Assistants

Option 1: Install from GitHub

npm install -g yourusername/nsaf-mcp-server

Option 2: Install from local directory

# Navigate to the nsaf-mcp-server directory
cd nsaf_mcp_server

# Install dependencies and build
npm install
npm run build

# Install globally from the local directory
npm install -g .

Configuration with AI Assistants

For Claude Desktop (macOS)

Edit ~/Library/Application Support/Claude/claude_desktop_config.json:

{
  "mcpServers": {
    "nsaf": {
      "command": "nsaf-mcp-server",
      "args": [],
      "env": {},
      "disabled": false,
      "autoApprove": []
    }
  }
}

For Cline

Edit /Users/onthego/Library/Application Support/Code/User/globalStorage/saoudrizwan.claude-dev/settings/cline_mcp_settings.json:

{
  "mcpServers": {
    "nsaf": {
      "command": "nsaf-mcp-server",
      "args": [],
      "env": {},
      "disabled": false,
      "autoApprove": []
    }
  }
}

Available Tools

run_nsaf_evolution

This tool runs NSAF evolution with the following parameters:

  • population_size: Size of the agent population (default: 20)
  • generations: Number of generations to evolve (default: 10)
  • mutation_rate: Mutation rate between 0.0-1.0 (default: 0.2)
  • crossover_rate: Crossover rate between 0.0-1.0 (default: 0.7)
  • architecture_complexity: Complexity level ('simple', 'medium', 'complex') (default: 'medium')

compare_nsaf_agents

This tool allows comparison of different NSAF agent architectures:

  • architectures: List of architectures to compare (default: ['simple', 'medium', 'complex'])

Deployment

GitHub Deployment

  1. Create a new GitHub repository named nsaf-mcp-server

  2. Use the provided setup script:

    # For a new repository
    ./setup-github-fixed.sh yourusername
    
    # If the repository already exists and you want to overwrite its content
    ./setup-github-fixed.sh yourusername --force
    

This script handles git initialization, remote setup, committing, and pushing to GitHub.

How to install this MCP server

For Claude Code

To add this MCP server to Claude Code, run this command in your terminal:

claude mcp add-json "nsaf" '{"command":"nsaf-mcp-server","args":[],"env":[],"disabled":false,"autoApprove":[]}'

See the official Claude Code MCP documentation for more details.

For Cursor

There are two ways to add an MCP server to Cursor. The most common way is to add the server globally in the ~/.cursor/mcp.json file so that it is available in all of your projects.

If you only need the server in a single project, you can add it to the project instead by creating or adding it to the .cursor/mcp.json file.

Adding an MCP server to Cursor globally

To add a global MCP server go to Cursor Settings > Tools & Integrations and click "New MCP Server".

When you click that button the ~/.cursor/mcp.json file will be opened and you can add your server like this:

{
    "mcpServers": {
        "nsaf": {
            "command": "nsaf-mcp-server",
            "args": [],
            "env": [],
            "disabled": false,
            "autoApprove": []
        }
    }
}

Adding an MCP server to a project

To add an MCP server to a project you can create a new .cursor/mcp.json file or add it to the existing one. This will look exactly the same as the global MCP server example above.

How to use the MCP server

Once the server is installed, you might need to head back to Settings > MCP and click the refresh button.

The Cursor agent will then be able to see the available tools the added MCP server has available and will call them when it needs to.

You can also explicitly ask the agent to use the tool by mentioning the tool name and describing what the function does.

For Claude Desktop

To add this MCP server to Claude Desktop:

1. Find your configuration file:

  • macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
  • Windows: %APPDATA%\Claude\claude_desktop_config.json
  • Linux: ~/.config/Claude/claude_desktop_config.json

2. Add this to your configuration file:

{
    "mcpServers": {
        "nsaf": {
            "command": "nsaf-mcp-server",
            "args": [],
            "env": [],
            "disabled": false,
            "autoApprove": []
        }
    }
}

3. Restart Claude Desktop for the changes to take effect

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