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_list_accounts_dahlia

List accounts dahlia

List all connected accounts on your platform (connect platforms only).

Parameters

Name

Type

Required

Description

ending_before

string

Optional

Cursor for pagination: return results before this account ID.

limit

integer

Optional

Maximum number of accounts to return (1-100).

starting_after

string

Optional

Cursor for pagination: return results after this account ID.

stripe_get_account_dahlia

Get account dahlia

stripe_create_checkout_session_dahlia

Create checkout session dahlia

stripe_update_coupon_dahlia

Update coupon dahlia

stripe_delete_coupon_dahlia

Delete coupon dahlia

stripe_list_balance_transactions_dahlia

List balance transactions dahlia

stripe_get_balance_dahlia

Get balance dahlia

stripe_create_coupon_dahlia

Create coupon dahlia

stripe_update_customer_dahlia

Update customer dahlia

stripe_delete_customer_dahlia

Delete customer dahlia

stripe_list_charges_dahlia

List charges dahlia

stripe_get_balance_transaction_dahlia

Get balance transaction dahlia

stripe_create_customer_dahlia

Create customer dahlia

stripe_update_dispute_dahlia

Update dispute dahlia

stripe_delete_invoice_item_dahlia

Delete invoice item dahlia

stripe_list_checkout_sessions_dahlia

List checkout sessions dahlia

stripe_get_charge_dahlia

Get charge dahlia

stripe_create_customer_portal_session_dahlia

Create customer portal session dahlia

stripe_update_invoice_item_dahlia

Update invoice item dahlia

stripe_delete_plan_dahlia

Delete plan dahlia

stripe_list_coupons_dahlia

List coupons dahlia

stripe_get_checkout_session_dahlia

Get checkout session dahlia

stripe_create_invoice_dahlia

Create invoice dahlia

stripe_update_plan_dahlia

Update plan dahlia

stripe_delete_subscription_item_dahlia

Delete subscription item dahlia

stripe_list_customer_payment_methods_dahlia

List customer payment methods dahlia

stripe_get_coupon_dahlia

Get coupon dahlia

stripe_create_invoice_item_dahlia

Create invoice item dahlia

stripe_update_product_dahlia

Update product dahlia

stripe_delete_webhook_endpoint_dahlia

Delete webhook endpoint 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.

SALES

Deal intelligence agent

Score Gong call risk with an LLM, cross-reference the Attio record, and DM each owner their at-risk deals in Slack.

ENGINEERING

DevOps assistant agent

Poll GitHub for failing checks and stale pull requests, open Linear issues for the ones that need work, and digest to Slack.

Why Scalekit

Secure your agent's access. Connectors ship in minutes

Other connector libraries treat auth as a demo afterthought. Scalekit starts with user identity, scope enforcement, and audit.

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