Why connect Amplitude to Codex?
Codex runs in your terminal, its IDE extension and scripts, so what it finds once can be rerun with codex exec instead of redone by hand. Connected through Lemonado, it reads your Amplitude events, cohorts, funnels and retention, so it can catch event drops after a release with today's numbers.
All your Amplitude data
Events and event properties, ready to ask about.
Always today's numbers
Cohorts and their sizes over time, synced from Amplitude automatically, so answers use today's numbers.
Connect all your tools
Questions like "Which campaigns keep users?" use Amplitude and Mixpanel, PostHog at once.
How to connect Amplitude to Codex
Before you start
- A Amplitude account you can sign in to
- Codex installed
- A Lemonado account (the free trial works)
- 1
Connect Amplitude in Lemonado
In Lemonado, open Connectors, find Amplitude and sign in. Connect the Amplitude project you report from, not a dev or staging project. If your org is on Amplitude's EU data center, choose EU when you connect.
- 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 Lemonado to your config
Add this to ~/.codex/config.toml.
toml[mcp_servers.lemonado] url = "https://mcp.lemonado.io/mcp" - 4
Log in
Run the login command and finish the sign-in in your browser.
bashcodex mcp login lemonado - 5
Ask Codex about Amplitude
Run codex mcp list, or /mcp inside Codex, to see the server and its tools. Try "Pull last week's Amplitude numbers, save them to data/amplitude-weekly.csv and give me the codex exec command to refresh it." Or ask: "Retention by campaign script" or "Does the code match the plan?"
What can Codex do with Amplitude?
Codex reads your Amplitude data from your terminal and turns one-off questions into commands you can rerun with codex exec.
Pull last week's Amplitude numbers, save them to data/amplitude-weekly.csv and give me the codex exec command to refresh it.
Saved data/amplitude-weekly.csv. Run the same prompt with codex exec in a scheduled job and the file refreshes with each week's numbers.
Source: Amplitude + your code
Write scripts/retention_cost.py that joins week 4 retention from Amplitude with ad spend by campaign.
Saved and run. Cost per retained user ranges from $48 to $210 across 23 campaigns.
Source: Amplitude + your code
Compare the track() calls in our repo with the events Amplitude received in the last 14 days, and list events that are sent but never arrive.
3 events are in the code but never arrive. They live in a component that's no longer rendered.
Source: Amplitude + your code
Save last month's Amplitude signups with first-touch UTM source and campaign, and whether they were active in week 2, as data/signups.csv.
Saved 4,210 signups. 39% were active in week 2, highest from organic search.
Source: Amplitude + your code
Show the onboarding funnel from signup to first dashboard for the last 30 days, and the step with the biggest drop.
61% of signups connect a data source, but only 34% of those build a dashboard. The drop is at the template picker.
Source: Amplitude
Compare week 2 retention for users who signed up after the pricing change on Oct 1 with those who signed up in September.
Week 2 retention rose from 38% to 44% after the change. Annual plan signups doubled, which explains most of it.
Source: Amplitude
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Other integrations for Codex
All Codex integrations- Google Ads in CodexAsk Claude, ChatGPT or Cursor about your Google Ads campaigns, search terms and spend.
- LinkedIn Ads in CodexAsk Claude, ChatGPT or Cursor about LinkedIn campaigns, lead forms and who converts.
- Instagram organic in CodexAsk Claude or ChatGPT which posts and reels grow your account, and which ones to turn into ads.
- Pinterest Ads in CodexAsk Claude or ChatGPT which pins get saved, clicked and bought.
- Snapchat Ads in CodexAsk Claude or ChatGPT which Snapchat ads get swipes and which ones sell.
- YouTube Ads in CodexAsk Claude or ChatGPT which YouTube ads get watched and which ones convert.
Reading this as an AI agent?
Everything an agent needs to set this up, in plain text. Paste this page's link into Codex and ask it to connect you, or copy the block.
# Connect Amplitude to Codex (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 Amplitude project. Connect the Amplitude project you report from, not a dev or staging project. If your org is on Amplitude's EU data center, choose EU when you connect. - In Codex: ~/.codex/config.toml ```toml [mcp_servers.lemonado] url = "https://mcp.lemonado.io/mcp" ``` If you are Codex, run the setup yourself: Add the Lemonado MCP server to my Codex config. Append this to ~/.codex/config.toml: [mcp_servers.lemonado] url = "https://mcp.lemonado.io/mcp" Then run codex mcp login lemonado so I can sign in, and check that codex mcp list shows it. Once I've signed in, list the Amplitude accounts Lemonado can reach. First question to try: "Pull last week's Amplitude numbers, save them to data/amplitude-weekly.csv and give me the codex exec command to refresh it." More: https://lemonado.io/integrations/amplitude · https://lemonado.io/llms.txt
Frequently Asked Questions
Yes, through Lemonado. Connect your Amplitude project in Lemonado, add Lemonado in ~/.codex/config.toml, and Codex can catch event drops after a release with your live data.
Yes. Amplitude's MCP server is hosted, so Codex can use it too. It covers Amplitude only. Lemonado covers Amplitude plus your ad platforms, GA4 and the rest of your stack in one connection, so Codex can answer questions across them.
Run codex mcp list. If lemonado shows as not logged in, run codex mcp login lemonado again. In Lemonado, check that Amplitude is connected and External tools is on for the company. If events look empty, check the data center (US or EU) and that you connected the production project.
Yes, if both are connected in Lemonado. One connection reaches every source you allow, so you can ask things like "Compare Google Ads conversions for sign_up last week with sign_up events in Amplitude that carry a gclid."
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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