amazon selling partner — Agent Skill

Amazon Selling Partner

Skills for managing an Amazon seller account via SP-API, through the Amazon Selling Partner Connector (MCP). Write actions are always human-in-the-loop (drafted for your approval).

Connector

The bundled .mcp.json registers the Amazon Selling Partner Connector (MCP server) at https://sellingpartner-ai.amazon.com/mcp. You authorize access through the standard Seller Central OAuth consent flow; the assistant can only use tools allowed by your Seller Central roles. Write actions are drafted for your approval.

Skills

• seller-analytics — seller performance metrics (inventory, traffic, sales); discovers metric IDs before querying.
• finance-month-end-closer — close and reconcile a completed Amazon month: reconcile net proceeds against settlements, confirm payout statuses, help match bank deposits (seller-supplied; no bank integration), and produce an accountant-ready summary. Read-and-explain only; never files, submits, pays, or moves money.
• stockout-prevention — quantify stockout risk from days-of-supply and velocity, recommend how much to reorder and by when, and check the inbound-shipment gap. Gives no pricing advice in either direction; if you name a specific price it will draft that exact change for your approval.
• fba-inbound-management — full FBA inbound plan workflow (create -> packing -> placement -> transportation -> confirm) with approval gates.
• listing-troubleshooter — the router for "something's wrong with my listing"; scans status/issues and routes to the right specialist.
• listing-issues — diagnose and fix reported listing issues (suppressions, attribute errors) with preview -> approve.
• listing-buyability — why a listing isn't buyable (offer, completeness, inventory) and fix the offer with approval.
• listing-searchability — why a listing isn't found + search-content optimization with approval.
• listing-compliance — a pre-flight compliance gate run before any compliance-sensitive listing write (claims, ingredients, category, condition, images, identifiers); advisory, never writes.
• invite-secondary-users — guide the account admin to grant AI-agent access to secondary users via Seller Central Manage Agents (advisory; UI action).
• support-case-helper — route the seller to Amazon Seller Support and prepare a clean, PII-free case summary; never submits without explicit confirmation.
• sp-api-knowledge — answer SP-API developer questions and guide integration design, grounded in the SP-API documentation.

Commands

• /sp-stockout-check — run the stockout-prevention workflow.
• /sp-fix-listing — find and fix suppressed/inactive listings.
• /sp-sales-drop — diagnose why sales dropped and get safe next steps.

Data sent

When you use these skills, the assistant sends requests to the Amazon Selling Partner Connector (MCP) at (https://sellingpartner-ai.amazon.com/mcp) over an authenticated connection:

• What is sent: the tool calls the skills make on your behalf (e.g. requests for your

inventory, sales/traffic analytics, listing status, or a drafted listing/price change) and the parameters those calls need (such as your Merchant Token / marketplace and the SKU/ASIN in question). Your prompt text is processed by your AI assistant per its own terms.

• What comes back: your Amazon business data (inventory, analytics, listing details) that

the gateway returns for the calls you approved.