MCP Snowflake Server

A Model Context Protocol (MCP) server that connects to Snowflake databases and executes SQL queries.

Features

• list_databases - Retrieve a list of accessible databases

• list_schemas - Retrieve a list of schemas from a specified database

• list_tables - Retrieve a list of tables and views from a specified database and schema (supports filtering by name or object type)

• describe_table - Retrieve detailed structure information for a specified table

• execute_query - Execute read-only SQL queries and return results

• sample_table_data - Retrieve sample data from a specified table using Snowflake's SAMPLE ROW clause

• analyze_table_statistics - Generate comprehensive statistical analysis for table columns using approximation functions

• profile_semi_structured_columns - Profile VARIANT/ARRAY/OBJECT columns with sampled flatten-based analysis

• search_columns - Search for columns across tables by name pattern and/or data type

Installation

Prerequisites

• Python 3.13 or higher

• uv (Python package manager)

• Access to a Snowflake account

Setup

1. Clone the repository:

   git clone <repository-url>
   cd mcp-snowflake

2. Install using uv:

   uv tool install -e .

Configuration

Copy the configuration file sample and edit it:

cp .mcp_snowflake.toml.example .mcp_snowflake.toml

[snowflake]
account = "your-account.region"
user = "your-username"
password = "your-password"
warehouse = "your-warehouse"
role = "your-role"
authenticator = "SNOWFLAKE"

Environment variables (SNOWFLAKE__ACCOUNT, SNOWFLAKE__USER, etc.) are also supported.

For full configuration reference including tool toggles, timeout tuning, secondary roles, and browser-based SSO, see docs/settings.md.

Usage

Start the MCP server:

uvx mcp-snowflake --config {your-config-path}

Troubleshooting

Connection Errors

• Verify that configuration file or environment variables are correctly set

• Check that Snowflake account and username are correct

• If authenticator=SNOWFLAKE, verify password is set correctly

• Verify network connectivity

Permission Errors

• Ensure the specified user has permission to access the database

• Set the ROLE if necessary

Development

See docs/development.md.

License

MIT License