MCP server · Analytics

Snowflake MCP server

Lets your AI look up and query your Snowflake data, with read-only protection on by default.

Analytics For it and development For finance Databases

This is a small helper that connects your AI assistant to Snowflake, the place where your company keeps its data. Once it is set up, you can ask your AI questions in plain English and it will run the lookup for you. It is handy for anyone who needs numbers or tables from Snowflake but does not want to write SQL by hand.

What is an MCP server? The 30-second version

On its own, your AI can only chat with you. An MCP server is a small helper program that gives your AI a new skill or a connection to another app. This one connects your AI to Snowflake, so it can look up databases, tables and rows for you. You ask in normal words, and the helper does the actual talking to Snowflake.

What this MCP server does

You ask your AI something like which tables exist in a database, or how many orders came in last month. The AI passes that request to this helper. The helper connects to Snowflake with your credentials and runs the lookup. Then it hands the result back to your AI, which shows it to you in the chat. By default it only reads data, it does not change anything.

Flow diagram: you ask your AI “How many orders came in last month?”, the Snowflake MCP server connects it to Snowflake, and you get back answer in your chat.

Click to zoom

What you can do with it

List the databases, schemas, tables and views you can access
Describe the columns and types of a table or view
Run read-only SQL queries and get rows back
Read rows from a table or view by name
Export a picture of your schema as JSON, YAML or SQL
Save short notes in memory during your session
Ask the AI to draft a SQL query from a plain-English goal

Try asking your AI

“List all databases I can see in Snowflake”
“Show me the columns of the ORDERS table in SALES.PUBLIC”
“How many rows are in the CUSTOMERS table?”
“Draft a SQL query that shows total sales per month for last year”

What it gives back to you

You get answers in the chat: lists of names, tables of rows, column descriptions, or a short summary. Results can come back as a table, as plain text, or as a file-style block you can copy. If a result is too long, it tells you it was cut off and how to get the next page. It also tells you when it made a change, if write mode is on.

Before you start

What you need

A Snowflake account with a username, password and account identifier
A Snowflake role that can read the data you need (a read-only role is safest)
Python and the uv tool, or Docker if you prefer that route
The Claude desktop app or another AI app that supports MCP servers

Good to know

It can run SQL against your real Snowflake data, so use a read-only role and keep read-only mode on unless you truly need to change data.

Install it with your AI

Add Snowflake MCP server to your AI, no technical skills needed

You don't install anything by hand. You copy one prompt, paste it into an AI that can work on your computer, and it checks, installs and connects the server for you, asking you when it needs something.

Sign in to get the install prompt

Members get a ready-made prompt that lets the Claude desktop app check Snowflake MCP server, install it and connect it for them, step by step. You don't need any technical skills: you copy, paste and answer a few questions. Your connected AI can also find and install any of the 4,066 MCP servers here for you.