Yanxingliu Dify MCP Server

🚀 Model Context Protocol (MCP) Server for Dify Workflow

A simple implementation of the MCP server for invoking dify's workflows. It enables the invocation of Dify workflows by calling MCP tools.

🚀 Quick Start

This MCP server is designed to call Dify's workflows. It provides a simple way to integrate with Dify by using MCP tools.

📦 Installation

Prepare the config.yaml file

Before using the MCP server, prepare a config.yaml file to store your dify_base_url and dify_sks configurations. Here is an example of the configuration file:

dify_base_url: "https://cloud.dify.ai/v1"
dify_app_sks:
  - "app-sk1"
  - "app-sk2"

Different SKs correspond to different Dify workflows.

Run the MCP Server

Then, you can run the Dify MCP server on the client. The client configuration should be as follows:

"mcpServers": {
  "mcp-server-rag-web-browser": {
    "command": "uv",
      "args": [
        "--directory", "${DIFY_MCP_SERVER_PATH}",
        "run", "dify_mcp_server"
      ],
    "env": {
       "CONFIG_PATH": "$CONFIG_PATH"
    }
  }
}

Example configuration:

"mcpServers": {
  "mcp-server-rag-web-browser": {
    "command": "uv",
      "args": [
        "--directory", "/Users/lyx/Downloads/dify-mcp-server",
        "run", "dify_mcp_server"
      ],
    "env": {
       "CONFIG_PATH": "/Users/lyx/Downloads/config.yaml"
    }
  }
}

Start Using

Finally, you can use any MCP - supported client to call Dify tools.