doris-mcp-server/examples/dify/dify_demo.md

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# Dify Example: Integrating Doris MCP Server

This document demonstrates how to integrate and use `doris-mcp-server` in Dify to perform Doris SQL calls via MCP.

## Table of Contents

  - [Prerequisites](https://www.google.com/search?q=%23prerequisites)
  - [Installation & Configuration](https://www.google.com/search?q=%23installation--configuration)
  - [Starting the MCP Server](https://www.google.com/search?q=%23starting-the-mcp-server)
  - [Ngrok Tunnel (Optional)](https://www.google.com/search?q=%23ngrok-tunnel-optional)
  - [Installing & Configuring the Plugin in Dify](https://www.google.com/search?q=%23installing--configuring-the-plugin-in-dify)
  - [Creating a Dify App](https://www.google.com/search?q=%23creating-a-dify-app)
  - [Adding MCP Tools](https://www.google.com/search?q=%23adding-mcp-tools)
  - [Example Calls](https://www.google.com/search?q=%23example-calls)

-----

### Prerequisites

First, install `mcp-doris-server`:

```bash
pip install mcp-doris-server
```

## Starting the MCP Server

Run the startup script:

```bash
# Full configuration with database connection
doris-mcp-server \
    --transport http \
    --host 0.0.0.0 \
    --port 3000 \
    --db-host 127.0.0.1 \
    --db-port 9030 \
    --db-user root \
    --db-password your_password
```

If successful, you'll see logs similar to this:

![Server start logs](../images/dify_start_server.png)

-----

## Ngrok Tunnel (Optional)

If your Dify deployment requires a publicly accessible endpoint, you can use the **ngrok** tool. Ngrok is a third-party service that securely exposes local servers to the internet.


-----

## Installing & Configuring the Plugin in Dify

1.  In the Dify console, go to **Plugin Marketplace**, search for, and install **MCP‑SSE / StreamableHTTP**:
 ![Install plugin](../images/dify_install_plugin.png)

2.  After installation, click **Configure** and set the URL to your public or local address. For example, if you're using `ngrok`, this should be the public URL `ngrok` provides, in the format `https://<your-domain>/mcp`. If Dify can directly access your local server, use `http://localhost:3000/mcp`.

    ```json
    {
      "doris_mcp_server": {
        "transport": "streamable_http",
        "url": "https://<your-domain>/mcp"
      }
    }
    ```
     ![Configure plugin](../images/dify_config_mcp.png)

3.  Click **Save**. If configured correctly, you'll see a green **Authorized** indicator:

   ![Authorized](../images/dify_authorized.png)

-----

## Creating a Dify App

1.  In the Dify console, click **New App** → **Blank App**.
![Create app](../images/dify_create_app.png)

2.  Select **Agent** as the template and set the **App Name** (e.g., `Doris ChatBI`).
![Agent setup](../images/dify_agent_setup.png)

-----

## Instructions & Tool Configuration

### Instruction Block

Paste the following into the **Instruction** field:

```
<instruction>
Use MCP tools to complete tasks as much as possible. Carefully read the annotations, method names, and parameter descriptions of each tool. Please follow these steps:
1. Analyze the user's question and match the most appropriate tool.
2. Use tool names and parameters exactly as defined; do not invent new ones.
3. Pass parameters in the required JSON format.
4. When calling tools, use:
   {"mcp_sse_call_tool": {"tool_name": "<tool_name>", "arguments": "{}"}}
5. Output plain text only—no XML tags.
<input>
User question: user_query
</input>
<output>
Return tool results or a final answer, including analysis.
</output>
</instruction>
```

### Adding MCP Tools

In the **Tools** pane, click **Add** twice to add two entries, both named `mcp_sse` (they will inherit the transport and URL from the plugin):
![Add tools](../images/dify_add_tools.png)

-----

## Example Calls

### List Tables in Database

  * **User**: What tables are in the database?

  * **Result**: Dify will call the MCP tool to run `SHOW TABLES` and return the list.
  ![Query tables](../images/dify_query_tabels.png)

### Sales Trend Over Ten Years

  * **User**: What has been the sales trend over the past ten years in the ssb database, and which year had the fastest growth?

  * **Result**: The tool will execute the SQL, calculate growth rates, and return data.
  ![Sales trend](../images/dify_sale_trend.png)