Skip to main content
Glama
apache
by apache
README.md4.77 kB
<!-- Licensed to the Apache Software Foundation (ASF) under one or more contributor license agreements. See the NOTICE file distributed with this work for additional information regarding copyright ownership. The ASF licenses this file to you under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. --> # 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](#prerequisites) - [Starting the MCP Server](#starting-the-mcp-server) - [Ngrok Tunnel (Optional)](#ngrok-tunnel-optional) - [Installing & Configuring the Plugin in Dify](#installing--configuring-the-plugin-in-dify) - [Creating a Dify App](#creating-a-dify-app) - [Adding MCP Tools](#adding-mcp-tools) - [Example Calls](#example-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) 3. Import from DSL,[dify_doris_dsl.yml](dify_doris_dsl.yml) ----- ## 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)

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/apache/doris-mcp-server'

If you have feedback or need assistance with the MCP directory API, please join our Discord server