Why connect Snowflake to VS Code (GitHub Copilot)?
Copilot's agent mode can call MCP tools inside your workspace, so it can read live numbers while it edits code and docs. Connected through Lemonado, it reads your Snowflake tables, views, revenue models and customer data, so it can check how a metric is defined with today's numbers.
All your Snowflake data
Tables and views your role can read, ready to ask about.
Always today's numbers
Column names, types and descriptions, synced from Snowflake automatically, so answers use today's numbers.
Connect all your tools
Questions like "What does a paying customer cost?" use Snowflake and BigQuery, GA4 at once.
How to connect Snowflake to VS Code (GitHub Copilot)
Before you start
- A Snowflake account you can sign in to
- VS Code installed
- A Lemonado account (the free trial works)
- 1
Connect Snowflake in Lemonado
In Lemonado, open Connectors, find Snowflake and sign in. Create a read-only role that can use one warehouse and the schemas marketing should see, and connect with that. Keep raw PII schemas out of the grant.
- 2
Turn on external access
In the company's settings, open External tools, turn the connection on, choose which sources it can reach and copy the server URL.
texthttps://mcp.lemonado.io/mcp - 3
Add the server
With AI features on and a project open, run MCP: Add Server from the command palette. Choose HTTP, paste the server URL and name it lemonado.
texthttps://mcp.lemonado.io/mcp - 4
Choose where it lives
For your personal Copilot setup, choose Global → Copilot Global. That writes to ~/.copilot/mcp-config.json unless COPILOT_HOME says otherwise.
- 5
Trust and sign in
Accept the trust prompt and sign in to Lemonado. Turn the tools on under Chat: Open Customizations → Tools.
- 6
Ask VS Code (GitHub Copilot) about Snowflake
Try "Update the table in docs/kpis.md with last month's Snowflake numbers and add one line on what changed." Or ask: "Save first orders for analysis" or "Write the CAC query"
Good to know
- The older .vscode/mcp.json format still works for the local harness, but VS Code now marks that destination as deprecated. It uses a servers key with type http and the same URL.
What can VS Code (GitHub Copilot) do with Snowflake?
Copilot reads your Snowflake data in agent mode and works the numbers into your code, docs and notebooks in the workspace you have open.
Update the table in docs/kpis.md with last month's Snowflake numbers and add one line on what changed.
Updated docs/kpis.md with last month's numbers next to the month before, plus a line on the biggest change and its cause.
Source: Snowflake + your code
Save first orders from Snowflake with customer ID, date, channel and order value as data/first_orders.csv.
Saved 41,200 first orders. Paid search brought the most, organic the highest average order value.
Source: Snowflake + your code
Write and run a query joining first orders from Snowflake with ad spend by month and channel, and save it as queries/cac.sql.
Saved and run. Meta CAC was $41 last month, Google Ads $33, TikTok $58.
Source: Snowflake + your code
Compare daily order totals in our Snowflake fct_orders model with the raw orders table for October, and point to the SQL that causes any gap.
The model is 1.4% below raw on 4 days. The filter on test orders in models/marts/fct_orders.sql also drops orders from staff accounts.
Source: Snowflake + your code
From our Snowflake orders model, what is 12-month revenue per customer for each first-order month in 2025?
January 2025 customers earned $214 each in their first year, the best cohort. Customers from the June sale earned $131, mostly one-time buyers.
Source: Snowflake
Rank product categories by gross margin dollars last quarter, using the margin view in Snowflake.
Tents bring 38% of margin dollars on 24% of revenue. Accessories sell the most units but bring only 9% of margin after shipping.
Source: Snowflake
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Other integrations for VS Code (GitHub Copilot)
All VS Code (GitHub Copilot) integrations- Google Analytics in VS Code (GitHub Copilot)Ask Claude, ChatGPT or Cursor about GA4 traffic, conversions and funnels, next to your ad spend.
- Meta Ads in VS Code (GitHub Copilot)Ask Claude, ChatGPT or Cursor about your Facebook and Instagram ads, creatives and results.
- Stripe in VS Code (GitHub Copilot)Put Stripe revenue next to your ad spend in Claude, ChatGPT or Cursor.
- Instagram organic in VS Code (GitHub Copilot)Ask Claude or ChatGPT which posts and reels grow your account, and which ones to turn into ads.
- Pinterest Ads in VS Code (GitHub Copilot)Ask Claude or ChatGPT which pins get saved, clicked and bought.
- Snapchat Ads in VS Code (GitHub Copilot)Ask Claude or ChatGPT which Snapchat ads get swipes and which ones sell.
Reading this as an AI agent?
Everything an agent needs to set this up, in plain text. Paste this page's link into VS Code and ask it to connect you, or copy the block.
# Connect Snowflake to VS Code (Lemonado MCP) - Server URL: https://mcp.lemonado.io/mcp - Transport: Streamable HTTP - Auth: OAuth; the user signs in to Lemonado in the browser. No API keys. - In Lemonado: connect the Snowflake role and warehouse. Create a read-only role that can use one warehouse and the schemas marketing should see, and connect with that. Keep raw PII schemas out of the grant. - In VS Code: Command palette: MCP: Add Server ```text https://mcp.lemonado.io/mcp ``` First question to try: "Update the table in docs/kpis.md with last month's Snowflake numbers and add one line on what changed." More: https://lemonado.io/integrations/snowflake · https://lemonado.io/llms.txt
Frequently Asked Questions
Yes, through Lemonado. Connect your Snowflake role and warehouse in Lemonado, add Lemonado with MCP: Add Server in VS Code, and VS Code can check how a metric is defined with your live data.
Yes. Snowflake's managed MCP server is hosted, so VS Code can use it too. It covers Snowflake only. Lemonado covers Snowflake plus your ad platforms, GA4 and the rest of your stack in one connection, so VS Code can answer questions across them.
Run MCP: List Servers from the command palette. If lemonado isn't running, start it there, accept the trust prompt and sign in. In Lemonado, check that Snowflake is connected and External tools is on for the company. If a table is missing, the role can't see it. Grant USAGE on its database and schema and SELECT on the table, then ask again.
Yes, if both are connected in Lemonado. One connection reaches every source you allow, so you can ask things like "Join first orders from Snowflake with Meta and Google Ads spend by month this year. What did each new customer cost per channel?"
MCP is included in Lemonado's paid plans and in the free trial, so you can try it before you pay.
Still have a question?
Shoot us an email at hello@lemonado.io.
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