The Stripe MCP server lets your AIML.chat agents look up customers, charges, and invoices, and issue refunds or update subscriptions from a conversation — with a human approving every write. It installs from the MCP marketplace in a few clicks and lets your support agent answer billing questions with real data and act safely.
What your agents can do with Stripe
Once connected, a support agent can recognize a paying customer, read their latest invoice or charge to answer "why was I charged" accurately, and check subscription status before responding. When a refund or change is warranted, the agent drafts the action with the exact amount and reason — but nothing moves money until a person approves. Reads happen automatically; anything that writes runs through AIML.chat's write-confirm flow, so the agent proposes and a human approves before it touches Stripe. Grounded in your own content plus your Stripe data, the agent gives precise, cited billing answers rather than generic ones, and the analytics surface the payment questions that recur so you know what to clarify.
Tools this MCP server exposes
The Stripe MCP server exposes read tools — look up a customer, read charges, invoices, and subscriptions — and write tools — issue a refund, update or cancel a subscription, create a customer. You decide which tools each agent may use and scope the connection to least privilege. Read-only tools are safe to enable broadly; write tools always require approval, so no charge, refund, or plan changes without sign-off.
Connect it in three steps
- 1In AIML.chat, open MCP → Marketplace → Stripe and click Install.
- 2Authorize with Stripe (restricted API key recommended) and scope access appropriately.
- 3Attach the Stripe tools to your support agent and test: ask it to "find this customer's last invoice" and, if needed, approve a refund.
Most teams start with read-only tools to answer billing questions, then enable refunds once they trust the approval flow. You start on a real free tier and scale as usage grows — see pricing for the agent and message limits, and the MCP docs for how write-confirm works. When you're ready, start free.
Will it issue refunds on its own?+
No. Reads are automatic, but any write — a refund or subscription change — requires human approval first.
What can the agent do with Stripe?+
Look up customers, charges, invoices, and subscriptions, and issue refunds or update plans — with approval on writes.
Is there a free plan?+
Yes — start on the free tier. See pricing for higher agent and message limits.