MCP Integration

Connect Stripe to Codex

Query your Stripe data directly from Codex using Sequel’s MCP server. Ask questions in plain English — no SQL, no dashboards, no context switching.

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How it works

Three steps to get started

Connect Stripe to Sequel

In your Sequel dashboard, go to Connections and add Stripe. Sequel handles authentication and schema discovery automatically.

Add the MCP config

Copy the Sequel MCP configuration into Codex's settings file (shown below). Swap in your API key from Settings → API Keys.

Ask Codex about your data

Restart Codex and start asking questions. "What's our MRR for May, broken down by plan?" — and get a real answer backed by live Stripe data.

Configuration

Add Sequel to Codex

Place this in ~/.codex/config.yaml and replace sql_your_api_key with a key from Settings → API Keys.

~/.codex/config.yaml

mcp_servers:
  sequel:
    type: http
    url: https://api.sequel.sh/mcp
    headers:
      Authorization: "Bearer sql_your_api_key"

Example prompts

Questions you can ask Codex

“What's our MRR for May, broken down by plan?”

“How many customers churned last month?”

“Show me the top 10 customers by lifetime revenue.”

“What were our Stripe fees in Q1?”

“List failed payment intents in the last 7 days with the failure reason.”

“How much did we refund last month?”

“Which subscriptions on the Pro plan canceled in May?”

“What's our gross volume by day for the last 30 days?”

“List open disputes and the disputed amount.”

“What's our current available balance per currency?”

Frequently asked questions

How do I connect Stripe to Codex?

You need two things: (1) connect Stripe to Sequel in your Sequel dashboard under Connections, and (2) add the Sequel MCP config to Codex using the setup shown above. Once both are done, Codex can query your Stripe data directly.

What Stripe data can Codex access?

Codex can access any data available through your Stripe connection in Sequel. Use Sequel's search tool to discover available metrics and dimensions, then execute queries to pull the data you need.

Is my Stripe data sent to Codex's servers?

Query results are returned to Codex as context within your conversation. Only the data you explicitly ask about is retrieved. Sequel never stores your query results permanently — they exist only for the duration of the tool call.

Do I need a Sequel account?

Yes. You need a Sequel account to connect Stripe and generate an API key. Sign up free at sequel.sh — no credit card required. Then create a connection to Stripe and generate an API key from Settings → API Keys.

Can I connect multiple Stripe accounts?

Yes. Sequel supports multiple connections of the same type. If you have multiple Stripe accounts or properties, add each as a separate connection in Sequel. Codex will be able to query all of them.

Connect Stripe to other AI tools

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Connect other sources to Codex

Google Analytics

Google Search Console

Connect Stripe to Codex today

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