Local-Snowflake-MCP-Server

A local Model Context Protocol (MCP) server that enables Claude Desktop to interact with a Snowflake database through natural-language SQL. Built in Python, this project demonstrates how modern LLMs can integrate with enterprise data systems using secure, local tooling.

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Related MCP server: SQLite MCP Server

Overview

This repository contains:

• A Python MCP server (snowflake_mcp_server.py)

• Instructions/Code in README for the claude_desktop_config.json file

• Screenshots and documentation showing the MCP server running locally

• Instructions for connecting Claude → MCP Server → Snowflake securely

This project demonstrates how to use MCP to build custom AI-powered database tooling.

Repository Structure

snowflake-mcp-server/
│
├── server/
│ ├── snowflake_mcp_server.py
│ ├── requirements.txt
│
├── docs/
│ ├── screenshots/
│
└── README.md

Getting Started

1. Clone the Repository

git clone https://github.com/your-username/snowflake-mcp-server.git
cd snowflake-mcp-server

2. Install Dependencies

pip install -r server/requirements.txt

3. Set Up Environment Variables

SNOWFLAKE_USER=your_user
SNOWFLAKE_PASSWORD=your_password
SNOWFLAKE_ACCOUNT=your_account
SNOWFLAKE_WAREHOUSE=your_wh
SNOWFLAKE_DATABASE=your_db
SNOWFLAKE_SCHEMA=your_schema

4. Run the MCP Server

python server/snowflake_mcp_server.py
Expected output:

MCP Snowflake Server started...
Listening for Claude Desktop connections…

5. Configure Claude Desktop JSON

{
  "mcpServers": {
    "snowflake": {
      "command": "your_env_path",
      "args": [
        "your_server_path.py"
      ],
      "env": {
        "SF_ACCOUNT": "account_name",
        "SF_USER": "username",
        "SF_PASSWORD": "password",
        "SF_WH": "warehouse_name",
        "SF_DB": "database_name",
        "SF_SCHEMA": "schema_name"
      },
      "autoStart": true
    }
  }
}
Restart Claude. The tool should appear automatically.

Example Claude Prompts “Run a query to list the tables in my schema.”

“Show the top 10 rows from MY_TABLE.”

“Explain what this SQL query does and suggest optimizations.”

“Create a table called DEMO_TEST with sample values.”

🧱 Architecture

Claude Desktop
      │
      ▼
Local MCP Server (Python)
      │
      ▼
Snowflake Database

Security Notes (Important!) This repo does not include:

❌ Snowflake credentials ❌ Hardcoded passwords ❌ Personal account identifiers