Stripe connector for AI agents

Tools your finance agent reaches for on Stripe, scoped per user.

CALL ANY TOOL

Payments end to end: customers, payment intents, subscriptions, invoices, refunds, disputes, and payouts. One bearer token, vaulted, never in LLM context.

stripe_accept_quote_dahlia

Accept quote dahlia

Accept a finalized Quote. Converts it into a subscription or invoice.

Parameters

Name

Type

Required

Description

quote

string

Required

The ID of the quote to accept.

stripe_cancel_payment_intent_dahlia

Cancel payment intent dahlia

stripe_confirm_setup_intent_dahlia

Confirm setup intent dahlia

stripe_create_account_dahlia

Create account dahlia

stripe_create_billing_meter_event

Create billing meter event

stripe_create_customer_balance_transaction_dahlia

Create customer balance transaction dahlia

stripe_create_invoice_preview_dahlia

Create invoice preview dahlia

stripe_create_product_dahlia

Create product dahlia

stripe_create_subscription_item_dahlia

Create subscription item dahlia

stripe_delete_account_dahlia

Delete account dahlia

stripe_delete_invoice_dahlia

Delete invoice dahlia

stripe_get_account_dahlia

Get account dahlia

stripe_get_checkout_session_dahlia

Get checkout session dahlia

stripe_get_customer_tax_id_dahlia

Get customer tax id dahlia

stripe_get_payment_intent_dahlia

Get payment intent dahlia

stripe_get_promotion_code_dahlia

Get promotion code dahlia

stripe_get_subscription_item_dahlia

Get subscription item dahlia

stripe_list_account_capabilities_dahlia

List account capabilities dahlia

stripe_list_billing_portal_configurations_dahlia

List billing portal configurations dahlia

stripe_list_customer_payment_methods_dahlia

List customer payment methods dahlia

stripe_list_invoice_line_items_dahlia

List invoice line items dahlia

stripe_list_prices_dahlia

List prices dahlia

stripe_list_subscription_items_dahlia

List subscription items dahlia

stripe_pay_invoice_dahlia

Pay invoice dahlia

stripe_search_charges_dahlia

Search charges dahlia

stripe_send_invoice_dahlia

Send invoice dahlia

stripe_update_account_capability_dahlia

Update account capability dahlia

stripe_update_customer_dahlia

Update customer dahlia

stripe_update_plan_dahlia

Update plan dahlia

stripe_update_setup_intent_dahlia

Update setup intent dahlia

For more tools, view docs.

Build your Agent

Drop the toolkit in, point it at the user, and your agent can read balances and move subscriptions from the first run.

import { ScalekitClient } from "@scalekit-sdk/node";
import { DynamicStructuredTool } from "@langchain/core/tools";
import { createReactAgent } from "@langchain/langgraph/prebuilt";
import { z } from "zod";

const sk = new ScalekitClient(envUrl, clientId, clientSecret);

const { tools } = await sk.tools.listScopedTools("user_123", {
  filter: { connectionNames: ["stripe"], toolNames: ["stripe_get_customer_dahlia", "stripe_list_subscriptions_dahlia", "stripe_create_refund_dahlia"] },
  pageSize: 100,
});

const lcTools = tools.map((t) => new DynamicStructuredTool({
  name: t.tool.definition.name,
  description: t.tool.definition.description,
  schema: z.object({}).passthrough(),
  func: async (args) => {
    const { data } = await sk.tools.executeTool({
      toolName: t.tool.definition.name,
      identifier: "user_123",
      params: args,
    });
    return JSON.stringify(data);
  },
}));

const agent = createReactAgent({ llm, tools: lcTools });

import { ScalekitClient } from "@scalekit-sdk/node";
import OpenAI from "openai";

const sk = new ScalekitClient(envUrl, clientId, clientSecret);
const openai = new OpenAI();

const { tools } = await sk.tools.listScopedTools("user_123", {
  filter: { connectionNames: ["stripe"], toolNames: ["stripe_get_customer_dahlia", "stripe_list_subscriptions_dahlia", "stripe_create_refund_dahlia"] },
  pageSize: 100,
});

const llmTools = tools.map((t) => ({
  type: "function",
  function: {
    name: t.tool.definition.name,
    description: t.tool.definition.description,
    parameters: t.tool.definition.input_schema,
  },
}));

const resp = await openai.responses.create({
  model: "gpt-4o", input: prompt, tools: llmTools,
});

import { ScalekitClient } from "@scalekit-sdk/node";
import Anthropic from "@anthropic-ai/sdk";

const sk = new ScalekitClient(envUrl, clientId, clientSecret);
const anthropic = new Anthropic();

const { tools } = await sk.tools.listScopedTools("user_123", {
  filter: { connectionNames: ["stripe"], toolNames: ["stripe_get_customer_dahlia", "stripe_list_subscriptions_dahlia", "stripe_create_refund_dahlia"] },
  pageSize: 100,
});

const llmTools = tools.map((t) => ({
  name: t.tool.definition.name,
  description: t.tool.definition.description,
  input_schema: t.tool.definition.input_schema,
}));

const msg = await anthropic.messages.create({
  model: "claude-sonnet-4-6", max_tokens: 1024,
  tools: llmTools,
  messages: [{ role: "user", content: prompt }],
});

import { Agent } from "@google/adk/agents";
import {
  MCPToolset, StreamableHTTPConnectionParams,
} from "@google/adk/tools/mcp";

const toolset = new MCPToolset({
  connectionParams: new StreamableHTTPConnectionParams({
    url: "https://mcp.scalekit.com/stripe",
    headers: { Authorization: `Bearer ${userScopedToken}` },
  }),
});

const agent = new Agent({
  name: "agent", model: "gemini-2.0-flash",
  tools: await toolset.getTools(),
});

Try these prompts

Paste any prompt into your agent to start running Stripe billing from your workflows.

Billing actions

Copy the prompt

Copied

Refund the last charge for customer [cus_id] and tell me the reason code.

Copy the prompt

Copied

Cancel subscription [sub_id] at period end and confirm the access date.

Copy the prompt

Copied

Upgrade [cus_id] from monthly to annual with a prorated credit.

Revenue reporting

Copy the prompt

Copied

Show MRR by plan for all active subscriptions.

Copy the prompt

Copied

List every invoice that failed payment this month with the decline reason.

Copy the prompt

Copied

Which customers had a payout reversed in the last 30 days?

Disputes and risk

Copy the prompt

Copied

List disputes opened in the last 7 days with amounts and due-by dates.

Copy the prompt

Copied

Summarize the evidence attached to dispute [dp_id].

Copy the prompt

Copied

Close dispute [dp_id] and log the outcome.

SEE HOW AUTH WORKS

Your users connect once. Their Stripe credentials stay vaulted, every call is scope-checked, and every action is logged.

Authorize

Your user connects

Stripe

once. We tie it to their identity and the meetings they approved — no shared bot account, no org-wide access

Who:

user ‘A’

when:

Once per user

access:

Limited to user

Store

Their

Stripe

token lives in a vault scoped to them. User A's meetings are never reachable by an agent acting for user B, even on the same connection

vault:

encrypted

scope:

per-user

tokens:

auto-refreshed

Resolve

When your agent calls a

Stripe

tool, we fetch the right token server-side. It never touches your agent, never appears in the LLM context, never shows up in your logs

speed:

~40ms

check:

before every call

seen by:

nobody

Audit

Every

Stripe

tool call is logged — who triggered it, which meeting was fetched, what came back. 90 days of history, tied to the user who authorized it

history:

90 days

export:

SIEM-ready

logged:

every call

Test other agents

See the same per-user auth pattern across other connectors.

GTM and RevOps Teams

Revenue forecast commentary

Pulls open pipeline from Salesforce and HubSpot, calculates coverage against quota, flags at-risk stages, posts commentary to Slack, and logs every snapshot to Google Sheets.

GTM and RevOps Teams

Deal room sync

Pulls opportunity context from Salesforce, captures key decisions from Slack, and syncs a running summary to the deal room doc in Google Drive, but only when the deal actually changed.

People Ops and HR teams

Offer letter routing agent

Drafts the offer in PandaDoc, blocks on the hiring manager's approval in Slack, then emails the candidate their e-signature link. Every call runs as the recruiter who triggered it, never a shared HR bot.

GTM and RevOps Teams

CRM AI agent

Reads the Granola transcript after every call, extracts next steps and updates the HubSpot record, drafts the follow-up in Gmail, and confirms in Slack, all on the rep's own delegated OAuth.

Why Scalekit

Secure your agent's access. Connectors ship in minutes

01.

Shared tokens break per-user analytics

A shared token looks fine in a demo. In production every call looks like a service account. Scalekit resolves the real user credential so attribution, audit, and scope stay accurate.

// shared token
audit → bot_service_account
user_filter → broken

// scalekit
audit → user_abc
scope → enforced ✓

02.

Authentication is not authorization

03.

Multi-tenancy is architectural

04.

Stripe today. Others tomorrow.

“Our agents act across Salesforce, Gong, Google Drive, and more, on behalf of every customer. Scalekit behind the scenes meant we can keep adding tools without ever rebuilding how credentials or tool calling work.”

Venu Madhav Kattagoni

Head of Engineering / Von

FAQs

Frequently Asked Questions

Does the agent access Stripe as the user or as a shared key?

As the user. Each workspace member authorizes once and Scalekit resolves their credential at request time. Audit logs attribute every action to that user, not a shared service account.

Where is the Stripe bearer token stored?

In Scalekit's managed AES-256 token vault, namespaced per tenant. Refresh is automatic. Revocation is a single dashboard action. Tokens never appear in prompts, logs, or LLM context.

Can I limit what the agent is allowed to do in Stripe?

Yes. Pass a tool name filter to listScopedTools so the finance agent only sees the subset you authorize. Pre-API-call scope checks block out-of-policy actions before the request reaches Stripe.

What happens when a user revokes Stripe access?

The connection is invalidated on the next tool call. Subsequent requests for that user fail closed with a clear error. Other users in the tenant remain unaffected. The event is logged for audit.

Can the agent move real money in Stripe?

Only if you allow it. Refunds, payouts, and subscription writes are separate tools, so you can ship a read-only finance agent by filtering listScopedTools to the get and list tools. Every write is scope-checked before the API call and logged with the acting user.

On this page

Tool and actions Framework Compatibility Starter Prompt Auth Lifecycle Try Other Agents Why Scalekit