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Custom Model Context Protocol server for Snowflake

Project description

PGGM MCP Snowflake Server

A customized Model Context Protocol (MCP) server for Snowflake integration, allowing AI assistants to interact with Snowflake databases securely and efficiently.

Features

  • Connect to Snowflake databases and execute queries
  • Support for various SQL operations and schema exploration
  • Data insights collection and memoization
  • SQL write operation detection for enhanced security
  • Customizable database, schema, and table filtering
  • Support for authentication through environment variables or command-line arguments

Installation

Using pip

Install in your venv with:

pip install pggm-mcp-snowflake-server

Inside VS-Code

Add the following to your settings.json in vs-code (F1 + Preferences: Open User Settings(JSON))

    "workbench.settings.applyToAllProfiles": [
        "chat.agent.enabled"
    ],
    "github.copilot.chat.agent.thinkingTool": true,
    "mcp": {

        "inputs": [],
        "servers": {
           "snowflake_local": {         
            "command": "{project_source}\\venv\\Scripts\\pggm_mcp_snowflake_server.exe",     
            "args": [
                    "--account",
                    "pggm-vb.privatelink",
                    "--warehouse",
                    "{warehouse}",
                    "--authenticator",
                    "externalbrowser",
                    "--user",
                    "{user_email}",
                    "--role",
                    "PUBLIC",
                    "--database",
                    "SNOWFLAKE",
                    "--schema",
                    "INFORMATION_SCHEMA",
                    # Optionally: "--allow_write"
                ]
            }
        }
    },

Tools Available to AI Assistants

The mcp_server provides the following tools for AI assistants:

  • list_databases - List all available databases in Snowflake
  • list_schemas - List all schemas in a database
  • list_tables - List all tables in a specific database and schema
  • describe_table - Get the schema information for a specific table
  • read_query - Execute a SELECT query
  • append_insight - Add a data insight to the memo
  • write_query - Execute an INSERT, UPDATE, or DELETE query (if --allow_write is enabled)
  • create_table - Create a new table in the Snowflake database (if --allow_write is enabled)

Security

By default, the server runs in read-only mode. To enable write operations, you must explicitly pass the --allow_write flag.

The server uses SQL parsing to detect and prevent write operations in read_query calls, ensuring only approved write operations can be executed.

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