Amazon Seller

Analyze Amazon Seller Central sales data, inventory levels, and order information. Requires a Professional selling plan for SP-API access.

Overview

The Amazon Seller integration connects your Amazon Seller Central data to Claude Code through Presso, giving you instant access to sales, inventory, orders, catalog, and pricing data — all through natural language queries.

Instead of downloading reports from Seller Central and analyzing them in spreadsheets, ask Claude Code "How are my orders doing this month?" and get an instant, actionable analysis.

Important: Amazon SP-API requires a Professional selling plan. Individual selling plans do not have API access and cannot connect to Presso. You can upgrade to a Professional plan in your Seller Central account settings.

Setup

Prerequisites

  • An Amazon Seller Central account with a Professional selling plan
  • A Presso account with an active subscription
  • Claude Code installed and configured with the Presso MCP server

Connect Amazon Seller

  1. Open the Presso dashboard.
  2. Click Add Connection and select Amazon Seller.
  3. Sign in with your Amazon account and grant Presso read-only access to your seller data.
  4. Once authorized, the connection appears on your dashboard with a green Connected status.

Note: Presso requests read-only access only. It cannot modify your listings, inventory, or pricing.

Available tools

The Amazon Seller integration provides the following tools:

Order management

ToolDescription
amazon_seller_get_ordersList orders filtered by date range and status
amazon_seller_get_orderGet detailed information for a specific order
amazon_seller_get_order_itemsGet item details for an order

Catalog and products

ToolDescription
amazon_seller_get_catalog_itemGet product catalog information by ASIN
amazon_seller_search_catalogSearch the catalog by keyword
amazon_seller_get_listingGet listing details

Inventory management

ToolDescription
amazon_seller_get_inventoryGet inventory quantity summary
amazon_seller_get_fba_inventoryGet FBA inventory details (quantity and condition)
amazon_seller_get_fba_shipmentsList FBA inbound shipment plans
amazon_seller_get_inbound_eligibilityCheck FBA inbound eligibility

Finance and pricing

ToolDescription
amazon_seller_list_financial_event_groupsList financial event groups
amazon_seller_list_financial_eventsGet financial event details
amazon_seller_get_financial_event_groupGet details for a specific financial event group
amazon_seller_get_pricingGet product pricing information
amazon_seller_get_competitive_pricingGet competitive pricing data
amazon_seller_get_listing_offersList offers for a listing

Reports

ToolDescription
amazon_seller_get_reportsList available reports
amazon_seller_get_reportGet details for a specific report
amazon_seller_get_report_documentDownload a report document

Account

ToolDescription
amazon_seller_get_participationsGet marketplace participation status
amazon_seller_get_subscriptionGet notification subscription information
amazon_seller_get_destinationsGet notification destination information

Example queries

Order analysis

Show me my order status this month.
Summarize orders from the past 7 days by status.
Are there any recent orders that were returned or cancelled?

Inventory management

Which products are running low on FBA inventory?
Show me products at risk of going out of stock.
Check the status of my FBA shipment plans.

Pricing and competition

Check competitive pricing for my top products.
Which products are not winning the Buy Box?

Financial analysis

Show me this month's revenue and fee breakdown.
Show me the monthly sales trend for the past 3 months.

Tips and best practices

  • Account for data delays. SP-API order data can have up to a 15-minute delay. It's not suitable for real-time inventory decisions.
  • Check FBA inventory regularly. Stockouts significantly impact search rankings. Monitor inventory levels and plan replenishment ahead of time.
  • Leverage competitive pricing. Regularly check competitor pricing trends to improve your Buy Box win rate.
  • Track true profitability. Look beyond revenue — factor in FBA fees, advertising costs, and other charges to understand actual profit margins.

Limitations

  • SP-API has per-API rate limits that may throttle high-frequency requests.
  • Some report types may take time to generate.
  • Historical data availability depends on account settings and report type.
  • Individual selling plans do not have SP-API access. A Professional selling plan upgrade is required.

Next steps