Connect Amazon Seller Central to ChatGPT
This page walks through connecting Amazon Seller Central to ChatGPT. You connect Amazon once, add agentcentral as a connector, and ChatGPT reads your seller data through the hosted MCP server once the first sync completes.
ChatGPT reaches the data through a custom connector or MCP server configuration in a workflow that supports remote MCP. The connector points at the hosted endpoint with a scoped key, so ChatGPT works from prepared seller data rather than manual Seller Central exports.
Actual seller data
Amazon Ads, Seller Central, inventory, orders, catalog, rankings, finance, and fulfillment live behind one hosted MCP server.
Fast repeated reads
Common analysis reads from prepared seller data instead of making the agent wait on a fresh Amazon report for every follow-up.
Scoped access
Create keys by workflow so each AI client receives only the domains and write tools it should use.
Guarded writes
Supported write tools pre-read current values, enforce limits, and log before and after values for operator review.
Setup
Four steps from Seller Central to ChatGPT.
agentcentral handles the hosted MCP server, Amazon OAuth, data sync, and scoped credentials. Your AI client only needs the custom connector URL or MCP server configuration.
Create an account
Start a trial and open the agentcentral dashboard.
Connect Amazon
Authorize Amazon Ads and Seller Central through Amazon OAuth.
Create scoped access
Choose read-only, ads-only, or broader domains for the AI client.
Add to ChatGPT
Paste the custom connector URL or MCP server configuration, then ask ChatGPT to list the available tools.
Prompts
Questions ChatGPT can answer after setup.
Ask for structured rows, source fields, date windows, and explicit metrics. agentcentral returns factual tool data; your AI client handles the reasoning on top.
Can ChatGPT analyze my Amazon Seller Central inventory? Show FBA stock, days of cover, inbound units, sales velocity, listings, and orders by SKU.
Show yesterday orders by SKU and compare them with current FBA inventory.
Which search terms spent more than $25 with zero attributed sales last week?
List catalog listings with missing attributes, listing issues, or suppressed listing status.
Break down fees and profitability for my top five ASINs by revenue this month.
Show my current budget pacing and call out campaigns likely to run out before end of day.
Why hosted MCP
Why ChatGPT reads through agentcentral.
ChatGPT is strong at explaining and summarizing, but it cannot log into Seller Central, sit through report queues, or stitch ads, orders, inventory, and finance together across separate exports. Handing it raw API output shifts all of that work into the conversation.
agentcentral does the syncing and normalizing first, then serves the result through one MCP endpoint. ChatGPT reads structured rows it can reason over in a single turn, and you decide the key scope and whether any write tools are available.
For the full platform overview, read the Amazon Seller Central MCP page or inspect the 144-tool reference.
Related pages
Use the setup page with the product and tool references.
These links give crawlers and operators a direct path from the ChatGPT connection walkthrough to the core MCP pages and domain-specific reference docs.
Amazon Seller Central MCP
Full hosted MCP server overview for Seller Central, Ads, inventory, catalog, ranking, finance, and fulfillment data.
Amazon seller data layer
How agentcentral normalizes Amazon seller data before exposing it through MCP tools.
Amazon Ads MCP server
Campaign, keyword, search term, budget, TACOS, and guarded ads-write tool coverage.
ChatGPT Seller Central setup
ChatGPT-specific overview and setup links for Amazon seller data through MCP.
Ads tool reference
Parameter-level docs for Amazon Ads MCP tools.
Ranking tool reference
Keyword rank positions, changes, and search-volume joined views.
Catalog tool reference
Catalog, listing quality, A+ Content, review, and listing write tools.
Finance tool reference
Finance tools for fees, profitability, transactions, and settlement economics.
Fulfillment tool reference
MCF shipping previews, orders, order creation, tracking, and returns.
Common questions.
How do I connect ChatGPT to Seller Central?+
Connect your Amazon account in the agentcentral dashboard, then add agentcentral as a custom connector or MCP server configuration in a ChatGPT workflow that supports remote MCP. ChatGPT then calls the scoped seller-data tools.
Does ChatGPT need its own Amazon API access?+
No. agentcentral handles Amazon OAuth, token refresh, managed data sync, hosted MCP authentication, and scoped keys once your Amazon account is connected.
What can ChatGPT read once connected?+
Read tools cover ads, inventory, orders, catalog, ranking, finance, and fulfillment data. ChatGPT receives only the tools allowed by its key scope, and write tools can be left out entirely.
Can ChatGPT change my Amazon account?+
Only when you issue a key that includes write tools. You can keep the ChatGPT connection read-only or limited to the domains a workflow needs.
How current is the data?+
Ads reporting syncs daily with a rolling attribution lookback, orders sync more frequently when Seller Central is connected, and selected pricing, eligibility, and recommendation fields can be read live from Amazon APIs.