Why connect Meta Ads 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 Meta Ads ad sets, creatives, frequency and ROAS, so it can see which hooks keep viewers watching with today's numbers.
Your whole Meta Ads account
Campaigns, ad sets and ads, ready to ask about.
Always today's numbers
Spend, reach, frequency, CTR and CPM, synced from Meta Ads automatically, so answers use today's numbers.
Connect all your tools
Questions like "Do Meta and GA4 agree?" use Meta Ads and Google Ads, TikTok Ads at once.
How to connect Meta Ads to VS Code (GitHub Copilot)
Before you start
- A Meta Ads account you can sign in to
- VS Code installed
- A Lemonado account (the free trial works)
- 1
Connect Meta Ads in Lemonado
In Lemonado, open Connectors, find Meta Ads and sign in. Choose the ad accounts you want from the Business Manager your Facebook login can see.
- 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 Meta Ads
Try "Update the table in docs/kpis.md with last month's Meta Ads numbers and add one line on what changed." Or ask: "How did each ad perform?" or "When does each ad wear out?"
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 Meta Ads?
Copilot reads your Meta Ads data in agent mode and works the numbers into your code, docs and notebooks in the workspace you have open.
VS Code (GitHub Copilot)Update the table in docs/kpis.md with last month's Meta Ads 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: Meta Ads + your code
Save spend, CTR, frequency and purchases by ad for the last 60 days as data/meta_ads.csv, with the creative name on each row.
Saved 214 rows to data/meta_ads.csv. 18 ads have spend but no creative name, so I filled those with the ad ID.
Source: Meta Ads + your code
Build a notebook cell that charts CTR by day since launch for our 10 biggest ads, so we can see where each one wears out.
Added the cell to analysis/fatigue.ipynb with the data inline. Most ads drop under 1% CTR between day 9 and day 14.
Source: Meta Ads + your code
Compare the Meta pixel events we fire in the code with the conversion events Meta Ads reports. Which ones are missing or misnamed?
"AddPaymentInfo" fires in checkout.ts but Meta has no conversions for it this month. The event name has a trailing space in the code.
Source: Meta Ads + your code
Which ads have frequency over 4 and a falling CTR, and how much did they spend this week?
6 ads, $4,380 this week. "Jackets_UGC_v3" is the worst: frequency 5.1, CTR down from 1.9% to 1.1% in 8 days.
Source: Meta Ads
Rank our video ads by how many people keep watching past 3 seconds.
Top 3 hold 41%, 37% and 35%. All three open on the product outdoors with a person talking. Studio shots average 19%.
Source: Meta Ads
Connect Meta Ads to another AI app.
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Connect Meta Ads to Google Antigravity
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Connect Meta Ads to Windsurf (Devin Desktop)
Zed
Connect Meta Ads to Zed
n8n
Connect Meta Ads to n8n
Other integrations for VS Code (GitHub Copilot)
All VS Code (GitHub Copilot) integrations
Google Ads in VS Code (GitHub Copilot)Ask Claude, ChatGPT or Cursor about your Google Ads campaigns, search terms and spend.
Google Analytics in VS Code (GitHub Copilot)Ask Claude, ChatGPT or Cursor about GA4 traffic, conversions and funnels, next to your ad spend.
Google Search Console in VS Code (GitHub Copilot)Ask Claude, ChatGPT or Cursor about your search queries, rankings and lost clicks.
Google Sheets in VS Code (GitHub Copilot)Use your media plans, targets and offline sales sheets in Claude, next to live ad data.
LinkedIn Ads in VS Code (GitHub Copilot)Ask Claude, ChatGPT or Cursor about LinkedIn campaigns, lead forms and who converts.
TikTok Ads in VS Code (GitHub Copilot)Ask Claude, ChatGPT or Cursor which TikTok videos hold attention 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 Meta Ads 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 Meta ad account. Choose the ad accounts you want from the Business Manager your Facebook login can see. - 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 Meta Ads numbers and add one line on what changed." More: https://lemonado.io/integrations/meta-ads · https://lemonado.io/llms.txt
Frequently Asked Questions
Yes, through Lemonado. Connect your Meta ad account in Lemonado, add Lemonado with MCP: Add Server in VS Code, and VS Code can see which hooks keep viewers watching with your live data.
Yes. Meta's official Ads MCP server is hosted, so VS Code can use it too. It covers Meta only. Lemonado covers Meta plus Google Ads, GA4 and TikTok in one connection, so VS Code can compare channels in one question.
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 Meta Ads is connected and External tools is on for the company. If an ad account is missing, check that your Facebook user has access to it in Business settings, then reconnect Meta Ads in Lemonado.
Yes, if both are connected in Lemonado. One connection reaches every source you allow, so you can ask things like "Compare Meta's reported purchases with GA4 purchases from paid social for the last 30 days."
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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