Connect
BigQuery to AAntigravity
- Can you build a page for it?
https://mcp.lemonado.io/mcpHave Antigravity's agents use your BigQuery data to join raw events to ad cost, right in your editor, terminal and browser. Lemonado connects them in about 2 minutes, no API keys needed.
https://mcp.lemonado.io/mcpWhy connect BigQuery to Google Antigravity?
Antigravity's agents plan and run tasks across your editor, terminal and browser, and can hand you the result to review. Connected through Lemonado, it reads your BigQuery GA4 events, datasets, tables and scheduled queries, so it can join raw events to ad cost with today's numbers.
All your BigQuery data
Datasets and tables your account can read, ready to ask about.
Always today's numbers
Google Ads and Search Console bulk exports, if you run them, synced from BigQuery automatically, so answers use today's numbers.
Connect all your tools
Questions like "What did paid sessions earn?" use BigQuery and GA4, Snowflake at once.
How to connect BigQuery to Google Antigravity
Before you start
- A Google BigQuery account you can sign in to
- Antigravity installed
- A Lemonado account (the free trial works)
- 1
Connect Google BigQuery in Lemonado
In Lemonado, open Connectors, find Google BigQuery and sign in. Sign in with a Google account that can read the dataset holding your GA4 export, and pick that project. The BigQuery Data Viewer and Job User roles are enough.
- 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
Open the raw MCP config
In the agent panel, open … → MCP Servers → Manage MCP Servers → View raw config. That's ~/.gemini/config/mcp_config.json globally, or .agents/mcp_config.json for a workspace.
- 4
Add Lemonado
Merge this in. Remote servers use serverUrl.
json{ "mcpServers": { "lemonado": { "serverUrl": "https://mcp.lemonado.io/mcp" } } } - 5
Authenticate
Refresh the servers, then choose Authenticate beside Lemonado under Settings → Customizations. If you're shown a code, paste it back. In the Antigravity CLI, use /mcp.
- 6
Ask Google Antigravity about BigQuery
Try "Build a small internal page that charts last quarter's BigQuery numbers by week, then open it in the browser to check it." Or ask: "Flatten purchases" or "Save sessions by source"
What can Google Antigravity do with BigQuery?
Antigravity's agents read your BigQuery data while they build: a page that charts the numbers, a check on your tracking, a report in the repo.
Build a small internal page that charts last quarter's BigQuery numbers by week, then open it in the browser to check it.
Built the page with real weekly numbers and checked it renders. The biggest weekly change is labeled on the chart.
Source: Google BigQuery + your code
Write sql/purchases_flat.sql that turns GA4 purchase events in BigQuery into one row per item, then run it on yesterday.
Saved and run: 1,214 item rows from 402 purchases, with campaign filled on 92%.
Source: Google BigQuery + your code
Save last month's sessions, purchases and revenue by source and medium from the GA4 export as data/ga4_sources.csv.
Saved 84 source/medium rows. google / cpc brings 31% of revenue on 22% of sessions.
Source: Google BigQuery + your code
Compare the event names our code sends to GA4 with the events in the BigQuery export for the last week.
3 events never arrive. They're pushed before consent is granted, in lib/analytics.ts.
Source: Google BigQuery + your code
From the Search Console bulk export in BigQuery, which queries gained the most clicks this month, by landing page?
"ultralight tent" gained 1,240 clicks, all to the tents guide. Two new queries about stove fuel now send traffic to a page that ranks for neither.
Source: Google BigQuery
From the GA4 export in BigQuery, what were the last three pages people viewed before a purchase in October?
The most common path ends on the size guide, then the product page, then the cart. 41% of buyers read the size guide first.
Source: Google BigQuery
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Other integrations for Google Antigravity
All Google Antigravity integrations- Google Analytics in Google AntigravityAsk Claude, ChatGPT or Cursor about GA4 traffic, conversions and funnels, next to your ad spend.
- Google Ads in Google AntigravityAsk Claude, ChatGPT or Cursor about your Google Ads campaigns, search terms and spend.
- Google Search Console in Google AntigravityAsk Claude, ChatGPT or Cursor about your search queries, rankings and lost clicks.
- Instagram organic in Google AntigravityAsk Claude or ChatGPT which posts and reels grow your account, and which ones to turn into ads.
- Pinterest Ads in Google AntigravityAsk Claude or ChatGPT which pins get saved, clicked and bought.
- Snapchat Ads in Google AntigravityAsk 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 Antigravity and ask it to connect you, or copy the block.
# Connect Google BigQuery to Antigravity (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 Google Cloud project. Sign in with a Google account that can read the dataset holding your GA4 export, and pick that project. The BigQuery Data Viewer and Job User roles are enough.
- In Antigravity: MCP Servers → View raw config
```json
{
"mcpServers": {
"lemonado": {
"serverUrl": "https://mcp.lemonado.io/mcp"
}
}
}
```
If you are Google Antigravity, run the setup yourself:
Add the Lemonado MCP server to my global MCP config (~/.gemini/config/mcp_config.json). Merge in: {"mcpServers":{"lemonado":{"serverUrl":"https://mcp.lemonado.io/mcp"}}}
Then tell me to refresh MCP servers and choose Authenticate next to Lemonado. Once I've signed in, list the Google BigQuery accounts Lemonado can reach.
First question to try: "Build a small internal page that charts last quarter's BigQuery numbers by week, then open it in the browser to check it."
More: https://lemonado.io/integrations/bigquery · https://lemonado.io/llms.txtFrequently Asked Questions
Yes, through Lemonado. Connect your Google Cloud project in Lemonado, add Lemonado in Antigravity's MCP config, and Antigravity can join raw events to ad cost with your live data.
Yes. Google's BigQuery MCP server is hosted, so Antigravity can use it too. It covers Google BigQuery only. Lemonado covers Google BigQuery plus your ad platforms, GA4 and the rest of your stack in one connection, so Antigravity can answer questions across them.
Open Manage MCP Servers, refresh, and choose Authenticate next to Lemonado if it isn't signed in. In Lemonado, check that Google BigQuery is connected and External tools is on for the company. If yesterday's GA4 data is missing, the daily export may not have landed yet. GA4 writes the events_ table for a day several hours after it ends.
Yes, if both are connected in Lemonado. One connection reaches every source you allow, so you can ask things like "Join GA4 purchase revenue from BigQuery with Google Ads cost by campaign for last month."
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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