Alibaba Cloud AnalyticDB for PostgreSQL + JetBrains AI Assistant: Complete MCP Integration

Alibaba Cloud AnalyticDB for PostgreSQL is a MCP server that An MCP server to connect to AnalyticDB for PostgreSQL instances, query and analyze data..

When integrated with JetBrains AI Assistant, you can:

• Execute SQL queries (SELECT, DML, DDL) on PostgreSQL
• Get comprehensive table statistics and metadata
• Retrieve and analyze query execution plans

This guide provides step-by-step instructions to set up Alibaba Cloud AnalyticDB for PostgreSQL in JetBrains AI Assistant, including configuration, examples, and troubleshooting.

What You'll Achieve

After completing this setup:

• Alibaba Cloud AnalyticDB for PostgreSQL will be fully integrated and operational
• You can use Alibaba Cloud AnalyticDB for PostgreSQL tools directly in JetBrains AI Assistant
• All Alibaba Cloud AnalyticDB for PostgreSQL capabilities will be available for your workflows
• Access to 6 different tools

Prerequisites

Before starting, ensure you have:

• AnalyticDB for PostgreSQL host endpoint
• Database username
• Database password
• Database name
• JetBrains AI Assistant installed and configured
• Compatible operating system (Windows, macOS, Linux)

Installation

Step 1: Install Alibaba Cloud AnalyticDB for PostgreSQL

Configuration

Step 2: Configure JetBrains AI Assistant

1. Locate your configuration file:

   • Windows: Settings > Tools > AI Assistant > Model Context Protocol (MCP)
   • macOS: Preferences > Tools > AI Assistant > Model Context Protocol (MCP)
   • Linux: Settings > Tools > AI Assistant > Model Context Protocol (MCP)

2. Add server configuration:

{
  "mcpServers": {
    "alibaba-cloud-analyticdb-for-postgresql": {
      "command": "npx",
      "args": ["-y", "alibaba-cloud-analyticdb-for-postgresql"],
      "env": {
        "ADBPG_HOST": "adbpg-cluster-123.ads.aliyuncs.com",
        "ADBPG_PORT": "5432",
        "ADBPG_USER": "analytics_user",
        "ADBPG_PASSWORD": "secure_password123",
        "ADBPG_DATABASE": "analytics_db",
        "GRAPHRAG_ENABLED": "true",
        "LLM_MEMORY_SERVICE_URL": "https://memory-service.example.com"
      }
    }
  }
}

3. Restart JetBrains AI Assistant

Completely quit and restart JetBrains AI Assistant to load the new configuration.

Examples

Once configured, you can use Alibaba Cloud AnalyticDB for PostgreSQL in JetBrains AI Assistant:

Advanced Analytics Pipeline

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Ask JetBrains AI Assistant: "Analyze customer behavior patterns and generate insights"

Expected Result: undefined

Knowledge Graph Construction

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Ask JetBrains AI Assistant: "Create knowledge graph connecting customers, products, and transactions"

Expected Result: undefined

Intelligent Memory Management

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Ask JetBrains AI Assistant: "Store and retrieve conversation history for personalized responses"

Expected Result: undefined

Testing Your Setup

1. Start a new conversation in JetBrains AI Assistant
2. Ask JetBrains AI Assistant to list available tools
3. Try using Alibaba Cloud AnalyticDB for PostgreSQL functionality

Test prompts:

• "Type / and look for Alibaba Cloud AnalyticDB for PostgreSQL tools in the command list"
• "Ask AI Assistant to use Alibaba Cloud AnalyticDB for PostgreSQL for a specific task"
• "Check the MCP settings page for connection status indicator"

Troubleshooting

Common Issues

MCP Server Not Connecting

Symptoms: Server status shows disconnected, Tools not appearing in chat, Connection timeout

Cause: Server configuration incorrect or server not starting

Solution:

• Verify server command is correct and executable
• Check environment variables are set properly
• View MCP logs: Help > Show Log in Explorer > mcp folder
• Test server command in terminal manually

Remote Server Not Supported

Symptoms: HTTP server not connecting, SSE transport errors

Cause: AI Assistant only supports stdio transport for client connections

Solution:

• Use mcp-remote proxy for remote servers
• Configuration: npx -y mcp-remote@latest https://server-url/endpoint
• This wraps HTTP/SSE in stdio transport

Import from Claude Not Working

Symptoms: No servers imported, Configuration empty after import

Cause: Claude Desktop config file not found or in unexpected location

Solution:

• Verify Claude Desktop is installed
• Check config exists at ~/Library/Application Support/Claude/claude_desktop_config.json (macOS)
• Or %APPDATA%/Claude/claude_desktop_config.json (Windows)
• Manually copy configuration if auto-import fails

External Client Cannot Connect to IDE Server

Symptoms: Client shows MCP server unavailable, Connection refused

Cause: IDE MCP server not enabled or client not configured

Solution:

• Enable MCP Server in Settings > Tools > MCP Server
• Use Auto-Configure for supported clients
• Restart both IDE and external client
• Check firewall allows local connections

Brave Mode Commands Not Running

Symptoms: Terminal commands require confirmation, Workflow interrupted by prompts

Cause: Brave mode not enabled

Solution:

• Enable in Settings > Tools > MCP Server
• Check "Run shell commands without confirmation (brave mode)"
• Use with caution - commands run without confirmation

Alibaba Cloud AnalyticDB for PostgreSQL not appearing in JetBrains AI Assistant

Symptoms: Server not listed, Tools not available

Cause: Configuration or installation issue

Solution:

• Verify configuration syntax
• Check Alibaba Cloud AnalyticDB for PostgreSQL installation
• Restart JetBrains AI Assistant
• Check logs for error messages

Next Steps

Now that Alibaba Cloud AnalyticDB for PostgreSQL is integrated with JetBrains AI Assistant:

• Explore all Alibaba Cloud AnalyticDB for PostgreSQL capabilities through JetBrains AI Assistant
• Check out other MCP servers that work with JetBrains AI Assistant
• Join the MCP community for tips and support
• Consider contributing to Alibaba Cloud AnalyticDB for PostgreSQL development

Need Help?

• Search for Alibaba Cloud AnalyticDB for PostgreSQL documentation
• Check the JetBrains AI Assistant MCP guide
• Join the MCP community discussions