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Money and orders

Stripe MCP server

Stripe takes the payments of many online businesses. Through Flowplane an AI assistant can search and list customers, payments, refunds, invoices, subscriptions, payouts and disputes, open any one of them, and add up what was paid, refunded and disputed in a period. It can save a customer, draft an invoice, cancel a subscription at the end of its paid period, refund a payment, pay out to the bank and send or void an invoice; each of those changes waits for your approval by default.

Connect Stripe →Set up your assistant
Tools
5 read · 7 change
Sign-in
One shared key
Approval, by default
Changes wait for you
MCP server
Flowplane’s tools
What it can do

What your assistant can do in Stripe

5 tools that read and 7 that change something in Stripe. Reads are allowed; a change marked “asks first” waits for the person’s approval by default, and your workspace’s rules decide the rest.

Reads5

  • Check the connectionSee which account it uses and whether it workswhoami
  • SearchFind customers, payments, invoices and moresearch
  • ListPage through payments, invoices, payouts and morelist_objects
  • Get oneOpen a customer, payment, invoice or other objectget_object
  • Revenue for a periodWhat was paid, refunded and disputed in a periodrevenue

Changesasks first7

  • Save a customerCreate a customer or change onesave_customer
  • Draft an invoiceMake a draft invoice to send latercreate_invoice
  • Cancel a subscriptionStop it at the end of the paid periodcancel_subscription
  • Refund a paymentReturn money to a customer, asked by defaultrefund
  • Pay out to the bankPay balance out to the bank, asked by defaultcreate_payout
  • Send an invoiceEmail it to the customer, asked by defaultsend_invoice
  • Void an invoiceCancel an open invoice, asked by defaultvoid_invoice
How it connects

Sign-in

Stripe works here with a restricted API key that you make in the Stripe Dashboard with exactly the permissions you want to give: Read where the assistant may look, Write only where it may change something. A secret key (sk_) is refused, because it can do everything in your account. The key is pasted into Flowplane once; Flowplane keeps it sealed and the assistant never sees it.

In Flowplane: In the Flowplane console, add Stripe and paste the restricted key (rk_live_… or rk_test_…). A test-mode key is a good first try.

MCP

Stripe and MCP

Stripe runs an official MCP server at mcp.stripe.com. It makes every change through one general write tool, so a refund or a payout cannot be told apart from any other change to ask about it first. Flowplane does not pass it through: it talks to Stripe’s API directly with its own tools, one per action, each with its own approval.

Try it

Things to ask

  • “Which payments failed this week, and why?”
  • “What was our net revenue in October, per currency?”
  • “Which invoices are still open and past due?”
  • “Draft an invoice for Acme: two days of consulting at €900 a day, due in 30 days.”
  • “Refund €25 of payment pi_3Q… because the customer asked for it.”
Your assistant

Connect your assistant to Stripe

One Flowplane address works in every assistant below, with the same rules and the same log. Step-by-step setup for each:

FAQ

Questions

What can the assistant never do in Stripe?
Charge a customer or a saved card, make transfers, delete anything, cancel a subscription straight away, or touch webhooks, Connect accounts, Issuing, Treasury or your account settings. Those are left out on purpose. Your restricted key limits it further.
Which actions wait for approval?
Every change waits for your approval by default. A refund, a payout to the bank, and sending or voiding an invoice move money or reach a customer and cannot be undone, so they are the ones to keep that way. A drafted invoice stays a draft: nothing is charged, sent or numbered until it is sent.
Does the revenue summary cover any period?
It adds up at most 900 charges, newest first, and says when that did not cover the whole period, so you can ask for a shorter one. Amounts are in the smallest unit of the currency, so 1250 is €12.50.
Which AI assistants can use Stripe through Flowplane?
Claude, Claude Code, ChatGPT, Cursor, Codex, GitHub Copilot and Mistral Le Chat, and any other client that supports remote MCP servers with sign-in. They all reach Stripe through the same Flowplane address.
What does it cost?
Free for one person, with up to three apps and five assistants. Personal Pro is €9 a month including VAT; companies start at €99 a month for ten active users. Prices are indicative; see the pricing page.

Flowplane is not affiliated with or endorsed by Stripe’s maker; the name and logo only identify the app. Pricing

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