ML MCP Server

Universal Model Context Protocol (MCP) Server for WordPress and Fluent Suite

Connect AI assistants like Claude and Cursor directly to your WordPress site with 145 powerful tools for managing content, e-commerce, CRM, community, and more.

🚀 Features

WordPress Core (37 tools)

• Content management (posts, pages, custom post types)
• Taxonomy management (categories, tags, custom taxonomies)
• User management
• Media library
• Comments
• Plugin management

Fluent Suite (79 tools)

• FluentCommunity (29 tools) - Spaces, posts, members, design, layout
• FluentCart (31 tools) - Products, orders, customers, subscriptions, coupons
• FluentCRM (19 tools) - Contacts, lists, campaigns, tags

MinuteLaunch Plugins (29 tools)

• ML Canvas Block (3 tools) - Surgical HTML editing
• ML Image Editor (8 tools) - AI image generation and editing
• ML Media Hub (18 tools) - Google Images search, Noun Project icons, advanced filters

📦 Installation

Prerequisites

• Node.js 18 or higher
• WordPress site with one of the following plugins:
  • ml-mcp (MinuteLaunch - full feature set)
  • fluent-mcp (FluentMCP - Community/Cart/CRM only)

Install via npx (Recommended)

Add to your MCP client configuration (e.g., Cursor's mcp.json):

{
  "mcpServers": {
    "wordpress": {
      "command": "npx",
      "args": ["-y", "@wplaunchify/ml-mcp-server"],
      "env": {
        "WORDPRESS_API_URL": "https://your-site.com",
        "WORDPRESS_USERNAME": "your-username",
        "WORDPRESS_APP_PASSWORD": "xxxx xxxx xxxx xxxx xxxx xxxx"
      }
    }
  }
}

Install Globally

npm install -g @wplaunchify/ml-mcp-server

🔧 Configuration

1. WordPress Application Password

1. Go to WordPress Admin → Users → Profile
2. Scroll to Application Passwords
3. Enter name: "MCP Server"
4. Click Add New Application Password
5. Copy the generated password (format: xxxx xxxx xxxx xxxx xxxx xxxx)

2. Environment Variables

Create a .env file or set in your MCP client config:

WORDPRESS_API_URL=https://your-site.com
WORDPRESS_USERNAME=your-username
WORDPRESS_APP_PASSWORD=xxxx xxxx xxxx xxxx xxxx xxxx

3. WordPress Plugin

Install one of these plugins on your WordPress site:

• ml-mcp.php - Full feature set (MinuteLaunch subscribers)
• fluent-mcp.php - Core features only (FluentMCP customers)

The plugin exposes REST API endpoints that the MCP server connects to.

🛠️ Development

Build from Source

git clone https://github.com/wplaunchify/ml-mcp-server.git
cd ml-mcp-server
npm install
npm run build

Run in Development Mode

npm run dev

Run Tests

npm test

📖 Usage Examples

Create a FluentCommunity Post

// AI assistant can now do this:
"Create a post in the General space titled 'Welcome' with content 'Hello everyone!'"

Manage FluentCart Products

// AI assistant can now do this:
"List all products, then update the price of 'Premium Plan' to $99"

Search and Import Images

// AI assistant can now do this:
"Search Google Images for 'sunset beach' with large size and creative commons license, then import the first result"

🏗️ Architecture

AI Assistant (Claude/Cursor)
         ↓
   MCP Server (this package)
         ↓
   WordPress REST API
         ↓
   WordPress Plugin (ml-mcp or fluent-mcp)
         ↓
   WordPress Site + Fluent Plugins

The MCP server acts as a bridge, translating AI requests into WordPress REST API calls.

📋 Tool Categories

🔐 Security

• Uses WordPress Application Passwords (no plain passwords)
• REST API authentication via HTTP Basic Auth
• License validation enforced by WordPress plugin
• No credentials stored in MCP server

📄 License

MIT License - Copyright (c) 2025 1WD LLC

🆘 Support

• Documentation: GitHub Wiki
• Issues: GitHub Issues
• Website: MinuteLaunch.com | FluentMCP.com

🎯 Products

This MCP server powers two products:

• MinuteLaunch MCP - Full feature set with ML plugins (recurring subscription)
• FluentMCP - Core WordPress + Fluent Suite only (one-time purchase)

Both use the same MCP server - the WordPress plugin determines which features are available.

Built with ❤️ by 1WD LLC