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Automate Your Amazon Seller Business with AI — Orders, FBA, Margins

Real workflows for running an Amazon store with an AI copilot: morning order briefings, FBA restock alerts, buy-box monitoring, fee-aware pricing and settlement reconciliation.

HCBy HelpCode teamUpdated 2 min read Open-source on GitHub

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Amazon Seller Central (SP-API)

Amazon Seller Central (SP-API)

Query your Amazon Seller Central account through the official Selling Partner API: orders, order items, product catalog, FBA inventory, buy-box offers, fee estimates, financial events and reports. Read-focused v1 across all Amazon marketplaces (US, EU, FE).

tools

15

Region

INTL

Category

E-commerce

Authentication

OAuth 2.0

Required env vars

SPAPI_CLIENT_IDSPAPI_CLIENT_SECRETSPAPI_REFRESH_TOKENSPAPI_ENDPOINTSPAPI_MARKETPLACE_IDSPAPI_SELLER_ID
Install in one click on Cloud

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  • 7-day free trial
    No credit card required
  • GDPR & SOC 2 ready
    EU data residency, audit logs
  • Open-source on GitHub
    Open source · AGPL-3.0
  • Works with ChatGPT, Claude, Gemini
    Any MCP-compatible client

Skip the install. Get this working in under 2 minutes.

Start a free trial on cloud.anythingmcp.com, add the Amazon Seller Central (SP-API) in one click, then point your AI client (Claude, ChatGPT, Copilot or Cursor) at the generated MCP endpoint. No Docker, no git clone, zero engineering experience required.

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Summary

Real workflows for running an Amazon store with an AI copilot: morning order briefings, FBA restock alerts, buy-box monitoring, fee-aware pricing and settlement reconciliation.

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Example prompts for Amazon Seller Central (SP-API)

Click any prompt to copy it. Paste into Claude, ChatGPT, Cursor, Gemini, Copilot or OpenClaw to run it against this connector.

Amazon Seller Central (SP-API) · live via MCP
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Opus 4.7

Claude is AI and can make mistakes. Please double-check responses.

Run Your Amazon Store from a Chat Window

Most Amazon sellers spend their first hour of the day clicking through Seller Central dashboards: new orders, stranded inventory, buy-box changes, fee surprises. With the AnythingMCP Amazon Seller Central (SP-API) connector, an AI agent does that hour for you — through the official Amazon API, on your own credentials.

Below are the workflows sellers actually use, with the prompts to trigger them.

1. The Morning Briefing

"Give me yesterday's summary: number of orders, revenue, cancellations, and anything unusual."

The agent calls amazon_list_orders with yesterday's window, aggregates totals by status and fulfillment channel, and flags anomalies (spikes in cancellations, pending orders older than 24h). No dashboard, no CSV export.

2. FBA Restock Guard

"Which SKUs have less than 14 days of cover left? Check current FBA stock against last month's sales rate."

amazon_fba_inventory returns fulfillable/inbound/reserved units per SKU; order history gives the run rate. The agent does the division and tells you what to reorder before you go out of stock and lose the buy box.

3. Buy-Box & Competition Watch

"Do I still own the buy box on my top 5 ASINs? If not, who won it and at what price?"

amazon_get_item_offers exposes the buy-box winner, competing offers and their fulfillment channel per ASIN. Ask for a comparison against your current price and get a concrete repricing suggestion — including whether the winner is FBA or FBM.

4. Fee-Aware Pricing (Real Margins)

"If I sell this ASIN at €24.99, what does Amazon take and what's left for me at a €9.50 unit cost?"

amazon_get_fees_estimate returns the exact referral and FBA fulfillment fees for a price point. The agent turns that into a margin table across 2-3 candidate prices — the calculation every seller does in a spreadsheet, done in seconds.

5. Settlement Reconciliation

"Summarize last week's financial events: sales, refunds, Amazon fees, adjustments. Does anything not add up?"

amazon_list_financial_events is the money-side truth: settlements, refund reversals, service fees, ad charges. Perfect for a weekly sanity check between Seller Central and your accounting.

6. Deep Reports Without the Reports Page

"Pull the sales & traffic report for June and tell me which ASINs lost sessions month-over-month."

The agent runs the 3-step reports flow (amazon_create_report → poll → download URL) for any SP-API report type — open listings, all listings, FBA inventory health, settlements — then analyzes the file for you.

Why the Official API Matters

Scraper-based tools break and violate Amazon's ToS. This connector speaks the official Selling Partner API with your own private app credentials: durable, compliant, and rate-limit-aware (the connector retries throttled calls automatically). Buyer PII stays out of reach by design — the AI sees operational data, not customer addresses.

Get Started in 15 Minutes

Follow the Amazon Seller Central → MCP setup guide — register a private SP-API app, paste three credentials, pick your marketplace, done. Works with Claude, ChatGPT, Cursor and Gemini.

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