mcp-localdata-ai-bridge

AshwathDAzur/mcp-localdata-ai-bridge

3.2

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A Model Context Protocol (MCP) server designed to interact with SQL Server databases, enabling intelligent data management and analysis.

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MCP SQL Server Server

A Model Context Protocol (MCP) server that provides tools to interact with SQL Server databases. This server allows Cursor and other MCP clients to query, analyze, and manage SQL Server data intelligently.

Features

  • Execute SQL Queries: Run SELECT queries safely to retrieve data
  • List Tables: Discover all tables in the database
  • Get Table Schema: Inspect table structure, columns, and data types
  • Get Table Statistics: View row counts and column information
  • Insert Data: Add new records to tables
  • Update Data: Modify existing records

Prerequisites

  • Node.js v22.14.0 or higher
  • Docker version 28.3.3 or higher
  • SQL Server running in Docker (or access to an existing SQL Server instance)

Step-by-Step Setup Guide

Step 1: Install Dependencies

npm install

This will install all required packages including:

  • @modelcontextprotocol/sdk - MCP SDK for building the server
  • mssql - SQL Server driver for Node.js
  • typescript - TypeScript compiler
  • tsx - TypeScript execution environment

Step 2: Start SQL Server with Docker

The project includes a docker-compose.yml file that will automatically:

  • Start SQL Server 2022
  • Create the SampleDB database
  • Create sample tables (Customers, Products, Orders, OrderItems)
  • Insert sample data

Start the SQL Server container:

docker-compose up -d

Verify the container is running:

docker ps

You should see a container named mcp-sqlserver running.

Wait for initialization: The database initialization script runs automatically. You can check the logs:

docker logs mcp-sqlserver

Note: The default password is YourStrong@Passw0rd. If you need to change it, update both docker-compose.yml and .env files.

Step 3: Configure Environment Variables

Copy the example environment file:

copy .env.example .env

Edit .env and ensure the connection details match your Docker setup:

SQL_SERVER_HOST=localhost
SQL_SERVER_PORT=1433
SQL_SERVER_DATABASE=SampleDB
SQL_SERVER_USER=sa
SQL_SERVER_PASSWORD=YourStrong@Passw0rd
SQL_SERVER_ENCRYPT=false

Step 4: Build the MCP Server

Compile the TypeScript code:

npm run build

This creates the dist/ directory with the compiled JavaScript.

Step 5: Test the MCP Server

You can test the server manually to ensure it works:

npm start

The server will start and listen on stdio (standard input/output). Press Ctrl+C to stop.

Step 6: Configure Cursor IDE

To use this MCP server in Cursor, you need to add it to Cursor's MCP configuration.

Option A: Using Cursor Settings UI
  1. Open Cursor IDE
  2. Go to Settings (Ctrl+,)
  3. Search for "MCP" or "Model Context Protocol"
  4. Click on "MCP Servers" or "Add MCP Server"
  5. Add a new server with these settings:
    • Name: sqlserver
    • Command: node
    • Args: ["dist/index.js"]
    • Working Directory: C:\OrgProjects\SkillUps\ModelContextProtocol (or your actual project path)
    • Environment Variables:
      • SQL_SERVER_HOST=localhost
      • SQL_SERVER_PORT=1433
      • SQL_SERVER_DATABASE=SampleDB
      • SQL_SERVER_USER=sa
      • SQL_SERVER_PASSWORD=YourStrong@Passw0rd
      • SQL_SERVER_ENCRYPT=false
Option B: Using Configuration File (Windows)

  1. Navigate to Cursor's configuration directory:

    %APPDATA%\Cursor\User\globalStorage\saoudrizwan.claude-dev\settings\

  2. Edit or create cline_mcp_settings.json and add:

{
  "mcpServers": {
    "sqlserver": {
      "command": "node",
      "args": ["C:\\\\OrgProjects\\\\SkillUps\\\\ModelContextProtocol\\\\dist\\\\index.js"],
      "env": {
        "SQL_SERVER_HOST": "localhost",
        "SQL_SERVER_PORT": "1433",
        "SQL_SERVER_DATABASE": "SampleDB",
        "SQL_SERVER_USER": "sa",
        "SQL_SERVER_PASSWORD": "YourStrong@Passw0rd",
        "SQL_SERVER_ENCRYPT": "false"
      }
    }
  }
}

Important: Replace C:\\OrgProjects\\SkillUps\\ModelContextProtocol with your actual project path.

  1. Restart Cursor IDE for changes to take effect.

Step 7: Verify MCP Server in Cursor

  1. Restart Cursor after adding the configuration
  2. Open a chat in Cursor
  3. Try asking questions like:
    • "List all tables in the database"
    • "Show me the schema of the Customers table"
    • "Get statistics for the Products table"
    • "Run a query to show all customers"
    • "Show me customers from New York"

The AI should now be able to use the MCP tools to interact with your SQL Server database!

Available MCP Tools

1. execute_query

Execute a SELECT query to retrieve data.

Example:

{
  "query": "SELECT TOP 10 * FROM Customers"
}

2. list_tables

List all tables in the database.

Example:

{}

3. get_table_schema

Get the schema of a specific table.

Example:

{
  "tableName": "Customers"
}

4. get_table_stats

Get statistics about a table (row count, columns).

Example:

{
  "tableName": "Products"
}

5. execute_insert

Insert a new record into a table.

Example:

{
  "tableName": "Customers",
  "data": {
    "FirstName": "John",
    "LastName": "Doe",
    "Email": "john.doe@example.com",
    "City": "Seattle"
  }
}

6. execute_update

Update existing records in a table.

Example:

{
  "tableName": "Customers",
  "data": {
    "City": "Portland"
  },
  "where": {
    "CustomerID": 1
  }
}

Sample Database Schema

The initialization script creates a sample e-commerce database with:

  • Customers: Customer information
  • Products: Product catalog
  • Orders: Customer orders
  • OrderItems: Order line items

Development

Run in Development Mode

npm run dev

This uses tsx watch to automatically recompile on file changes.

Project Structure

.
├── src/
│   └── index.ts          # Main MCP server implementation
├── dist/                 # Compiled JavaScript (generated)
├── init-db/              # SQL initialization scripts
│   └── 01-init-sample-db.sql
├── docker-compose.yml    # Docker setup for SQL Server
├── package.json          # Node.js dependencies
├── tsconfig.json         # TypeScript configuration
└── README.md             # This file

Troubleshooting

SQL Server Connection Issues

  1. Check if SQL Server is running:

    docker ps

  2. Check SQL Server logs:

    docker logs mcp-sqlserver

  3. Verify connection details in .env match your Docker setup

  4. Test connection manually:

    docker exec -it mcp-sqlserver /opt/mssql-tools/bin/sqlcmd -S localhost -U sa -P YourStrong@Passw0rd -Q "SELECT @@VERSION"

MCP Server Not Appearing in Cursor

  1. Verify the path in the configuration is correct and absolute
  2. Check that the build succeeded: npm run build
  3. Ensure the server starts without errors: npm start
  4. Restart Cursor after configuration changes
  5. Check Cursor's developer console for MCP-related errors

Permission Issues

  • Ensure SQL Server credentials are correct
  • Verify the database exists and is accessible
  • Check that the SA password matches in both docker-compose.yml and .env

Security Notes

  • Never commit .env files to version control
  • The execute_query tool only allows SELECT queries for security
  • Use strong passwords in production
  • Consider using environment-specific configurations

Next Steps

  • Explore the sample data using natural language queries in Cursor
  • Try asking complex questions that require joins
  • Add more tables or modify the schema as needed
  • Extend the MCP server with additional tools for your use case

License

MIT