Nife.io MCP Server

Python License: MIT Downloads Code style: black

A Model Context Protocol (MCP) server that interfaces with the Nife.io GraphQL API

InstallationQuick StartDocumentationContributing


Overview

Nife MCP Server provides a standardized interface to interact with Nife.io's GraphQL API through the Model Context Protocol, enabling seamless integration with Claude Desktop and other MCP-compatible applications.

Key Features

  • Intelligent Schema Discovery - Automatically discovers and adapts to the GraphQL schema
  • Dynamic Tool Generation - Creates MCP tools on-the-fly from schema
  • Zero Configuration - Works out of the box with minimal setup
  • Secure Authentication - Bearer token support with flexible configuration
  • Multiple Install Methods - PyPI, NPM, or GitHub
  • Cross-Platform - Works on macOS, Linux, and Windows
  • Production Ready - Comprehensive error handling and logging

Installation

Option 1: PyPI (Recommended for Python users)

pip install nife-mcp-server

Option 2: NPM (Best for Claude Desktop)

npx @nifelabs/mcp-server@latest

Option 3: From Source

git clone https://github.com/nifetency/nife-mcp-graphql
cd nife-mcp-server
pip install -r requirements.txt

Quick Start

1. Get Your Access Token

nifectl auth login
nifectl auth token

2. Configure Claude Desktop

You can use the Nife MCP Server in three ways depending on your setup.


1. Recommended: Using NPX (No Installation Required)

This is the easiest way to get started.

{
  "mcpServers": {
    "nife": {
      "command": "npx",
      "args": ["--yes", "@nifelabs/mcp-server@latest"],
      "env": {
        "NIFE_ACCESS_TOKEN": "your_token_here",
        "PYTHON": "PYTHON_PATH"

      }
    }
  }
}

2. Using Python (Installed via pip)

If you installed the package via pip:

pip install nife-mcp-server

Use this configuration:

{
  "mcpServers": {
    "nife": {
      "command": "python",
      "args": ["-m", "nife_mcp_server"],
      "env": {
        "NIFE_ACCESS_TOKEN": "your_token_here"
      }
    }
  }
}

3. Local Development (Source Code)

If you're running from source:

{
  "mcpServers": {
    "nife": {
      "command": "python",
      "args": ["-m", "nife_mcp_server.intelligent_main"],
      "env": {
        "PYTHONPATH": "C:\\path\\to\\nife-mcp-server\\src",
        "NIFE_ACCESS_TOKEN": "your_token_here"
      }
    }
  }
}

Replace the PYTHONPATH with your local project path.


Environment Variables

Variable Description


NIFE_ACCESS_TOKEN Your API access token from Nife


3. Restart Claude Desktop

Your Nife.io integration is now active! 🎉

📚 Documentation

Usage

Starting the Server

# If installed via pip
nife-mcp-server

# If running from source
python -m nife_mcp_server.intelligent_main

The server will start on http://0.0.0.0:5000

Environment Variables

  • NIFE_ACCESS_TOKEN - Your Nife.io access token
  • NIFE_API_ENDPOINT - Custom GraphQL endpoint (optional)

Example Usage with Claude

Once configured, you can ask Claude:

"List all my applications in Nife.io"
"Show me the status of my deployments"
"Create a new application called 'my-app'"

Architecture

┌─────────────────┐
│  Claude Desktop │
└────────┬────────┘
         │ MCP Protocol
┌────────▼────────┐
│  Nife MCP Server│
└────────┬────────┘
         │ GraphQL
┌────────▼────────┐
│   Nife.io API   │
└─────────────────┘

Core Components

  • Schema Manager - Intelligent GraphQL schema introspection
  • Tool Generator - Dynamic MCP tool creation
  • Query Builder - Smart query construction
  • Authentication - Secure token management

API Endpoints

MCP Endpoints

Endpoint Method Description
/api/mcp/context GET Retrieve model context
/api/mcp/context POST Update model context
/api/mcp/schema GET Get GraphQL schema
/api/mcp/query POST Execute custom queries
/api/mcp/health GET Health check

GraphQL Integration

The server provides full access to Nife.io's GraphQL API:

  • Query all resources (apps, deployments, etc.)
  • Execute mutations (create, update, delete)
  • Custom query execution
  • Schema introspection

Development

Setup Development Environment

# Clone the repository
git clone https://github.com/nifetency/nife-mcp-graphql
cd nife-mcp-server

# Create virtual environment
python -m venv .venv
source .venv/bin/activate  # On Windows: .venv\Scripts\activate

# Install dependencies
pip install -r requirements.txt
pip install -e .  # Install in editable mode



# Run the server
cd src
python -m nife_mcp_server.intelligent_main

Project Structure

nife-mcp-server/
├── src/
│   └── nife_mcp_server/
│       ├── intelligent_main.py  # Main server logic
│       ├── schema_manager.py    # GraphQL schema handling
│       └── routes/
│           └── mcp.py          # MCP route handlers
├── tests/                      # Test suite
├── docs/                       # Documentation
└── bin/                        # Executable scripts

Running Tests

pytest
pytest --cov=nife_mcp_server  # With coverage

Contributing

We love contributions! Please see our Contributing Guide for details.

Ways to Contribute

  • Report bugs
  • Suggest features
  • Improve documentation
  • Submit pull requests

Development Process

  1. Fork the repository
  2. Create a feature branch
  3. Make your changes
  4. Add tests
  5. Submit a pull request

Stats

GitHub stars GitHub forks GitHub issues GitHub pull requests

License

This project is licensed under the MIT License - see the LICENSE file for details.

Acknowledgments

Support

Roadmap

  • WebSocket support for real-time updates
  • GraphQL subscriptions
  • Enhanced caching layer
  • Query batching
  • Metrics and monitoring
  • Docker Compose examples
  • Kubernetes manifests

Star History

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Star History Chart


Made by the Nife.io team

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