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Overview

Enable your agents to manage payments, subscriptions, and customer billing through Stripe. Handle customer data, process subscriptions, manage products, and track financial transactions to streamline your payment workflows with AI-powered automation.

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Prerequisites

Before using the Stripe integration, ensure you have:
  • A CrewAI AMP account with an active subscription
  • A Stripe account with appropriate API permissions
  • Connected your Stripe account through the Integrations page

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Available Tools

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Customer Management

Description: Create a new customer in your Stripe account.Parameters:
  • emailCreateCustomer (string, required): Customer’s email address
  • name (string, optional): Customer’s full name
  • description (string, optional): Customer description for internal reference
  • metadataCreateCustomer (object, optional): Additional metadata as key-value pairs (e.g., {"field1": 1, "field2": 2})
Description: Retrieve a specific customer by their Stripe customer ID.Parameters:
  • idGetCustomer (string, required): The Stripe customer ID to retrieve
Description: Retrieve a list of customers with optional filtering.Parameters:
  • emailGetCustomers (string, optional): Filter customers by email address
  • createdAfter (string, optional): Filter customers created after this date (Unix timestamp)
  • createdBefore (string, optional): Filter customers created before this date (Unix timestamp)
  • limitGetCustomers (string, optional): Maximum number of customers to return (defaults to 10)
Description: Update an existing customer’s information.Parameters:
  • customerId (string, required): The ID of the customer to update
  • emailUpdateCustomer (string, optional): Updated email address
  • name (string, optional): Updated customer name
  • description (string, optional): Updated customer description
  • metadataUpdateCustomer (object, optional): Updated metadata as key-value pairs

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Subscription Management

Description: Create a new subscription for a customer.Parameters:
  • customerIdCreateSubscription (string, required): The customer ID for whom the subscription will be created
  • plan (string, required): The plan ID for the subscription - Use Connect Portal Workflow Settings to allow users to select a plan
  • metadataCreateSubscription (object, optional): Additional metadata for the subscription
Description: Retrieve subscriptions with optional filtering.Parameters:
  • customerIdGetSubscriptions (string, optional): Filter subscriptions by customer ID
  • subscriptionStatus (string, optional): Filter by subscription status - Options: incomplete, incomplete_expired, trialing, active, past_due, canceled, unpaid
  • limitGetSubscriptions (string, optional): Maximum number of subscriptions to return (defaults to 10)

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Product Management

Description: Create a new product in your Stripe catalog.Parameters:
  • productName (string, required): The product name
  • description (string, optional): Product description
  • metadataProduct (object, optional): Additional product metadata as key-value pairs
Description: Retrieve a specific product by its Stripe product ID.Parameters:
  • productId (string, required): The Stripe product ID to retrieve
Description: Retrieve a list of products with optional filtering.Parameters:
  • createdAfter (string, optional): Filter products created after this date (Unix timestamp)
  • createdBefore (string, optional): Filter products created before this date (Unix timestamp)
  • limitGetProducts (string, optional): Maximum number of products to return (defaults to 10)

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Financial Operations

Description: Retrieve balance transactions from your Stripe account.Parameters:
  • balanceTransactionType (string, optional): Filter by transaction type - Options: charge, refund, payment, payment_refund
  • paginationParameters (object, optional): Pagination settings
    • pageCursor (string, optional): Page cursor for pagination
Description: Retrieve subscription plans from your Stripe account.Parameters:
  • isPlanActive (boolean, optional): Filter by plan status - true for active plans, false for inactive plans
  • paginationParameters (object, optional): Pagination settings
    • pageCursor (string, optional): Page cursor for pagination

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Usage Examples

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Basic Stripe Agent Setup

from crewai import Agent, Task, Crew
from crewai import Agent, Task, Crew

# Create an agent with Stripe capabilities
stripe_agent = Agent(
    role="Payment Manager",
    goal="Manage customer payments, subscriptions, and billing operations efficiently",
    backstory="An AI assistant specialized in payment processing and subscription management.",
    apps=['stripe']  # All Stripe actions will be available
)

# Task to create a new customer
create_customer_task = Task(
    description="Create a new premium customer John Doe with email john.doe@example.com",
    agent=stripe_agent,
    expected_output="Customer created successfully with customer ID"
)

# Run the task
crew = Crew(
    agents=[stripe_agent],
    tasks=[create_customer_task]
)

crew.kickoff()

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Filtering Specific Stripe Tools


billing_manager = Agent(
    role="Billing Manager",
    goal="Handle customer billing, subscriptions, and payment processing",
    backstory="An experienced billing manager who handles subscription lifecycle and payment operations.",
    apps=['stripe']
)

# Task to manage billing operations
billing_task = Task(
    description="Create a new customer and set up their premium subscription plan",
    agent=billing_manager,
    expected_output="Customer created and subscription activated successfully"
)

crew = Crew(
    agents=[billing_manager],
    tasks=[billing_task]
)

crew.kickoff()

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Subscription Management

from crewai import Agent, Task, Crew

subscription_manager = Agent(
    role="Subscription Manager",
    goal="Manage customer subscriptions and optimize recurring revenue",
    backstory="An AI assistant that specializes in subscription lifecycle management and customer retention.",
    apps=['stripe']
)

# Task to manage subscription operations
subscription_task = Task(
    description="""
    1. Create a new product "Premium Service Plan" with advanced features
    2. Set up subscription plans with different tiers
    3. Create customers and assign them to appropriate plans
    4. Monitor subscription status and handle billing issues
    """,
    agent=subscription_manager,
    expected_output="Subscription management system configured with customers and active plans"
)

crew = Crew(
    agents=[subscription_manager],
    tasks=[subscription_task]
)

crew.kickoff()

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Financial Analytics and Reporting

from crewai import Agent, Task, Crew

financial_analyst = Agent(
    role="Financial Analyst",
    goal="Analyze payment data and generate financial insights",
    backstory="An analytical AI that excels at extracting insights from payment and subscription data.",
    apps=['stripe']
)

# Complex task involving financial analysis
analytics_task = Task(
    description="""
    1. Retrieve balance transactions for the current month
    2. Analyze customer payment patterns and subscription trends
    3. Identify high-value customers and subscription performance
    4. Generate monthly financial performance report
    """,
    agent=financial_analyst,
    expected_output="Comprehensive financial analysis with payment insights and recommendations"
)

crew = Crew(
    agents=[financial_analyst],
    tasks=[analytics_task]
)

crew.kickoff()

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Subscription Status Reference

Understanding subscription statuses:
  • incomplete - Subscription requires payment method or payment confirmation
  • incomplete_expired - Subscription expired before payment was confirmed
  • trialing - Subscription is in trial period
  • active - Subscription is active and current
  • past_due - Payment failed but subscription is still active
  • canceled - Subscription has been canceled
  • unpaid - Payment failed and subscription is no longer active

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Metadata Usage

Metadata allows you to store additional information about customers, subscriptions, and products: 
{
  "customer_segment": "enterprise",
  "acquisition_source": "google_ads",
  "lifetime_value": "high",
  "custom_field_1": "value1"
}
This integration enables comprehensive payment and subscription management automation, allowing your AI agents to handle billing operations seamlessly within your Stripe ecosystem.
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