Use ChatGPT with Amazon seller data.
Agent Central gives ChatGPT a hosted MCP connection to Amazon seller data. Connect Amazon once, create a scoped key, and use ChatGPT to query Seller Central API and SP-API-backed fields, ads, inventory, orders, catalog, rankings, finance, and fulfillment data.
The goal is not a generic store chat or a one-way export connector. It provides prepared operational data with retained history, fast reads from stored seller data, source fields, deterministic metrics, and key-level access controls.
No credit card. Hosted MCP endpoint, scoped API key, and all 174data tools included during trial.
Amazon Ads and TACOS
Campaigns, ad groups, keywords, search terms, placements, budgets, TACOS, Brand Metrics, DSP, Stores, and Amazon source-provided bid or budget suggestion fields.
Amazon Seller Central inventory
SP-API-backed inventory, FBA stock, AWD, inbound shipments, days of cover, active listings, suppressed listings, orders, order details, returns, reimbursements, and sales velocity.
Catalog and ranking
Product details, A+ Content, variations, product reviews, listing quality issue views, and keyword rank views with changes and search volume.
Finance and guarded writes
Fees, profitability, settlement economics, plus scoped write tools for supported ads, listing, price, quantity, and fulfillment operations.
Setup paths
Use ChatGPT UI or the OpenAI API.
The public MCP endpoint is https://mcp.agentcentral.to/mcp. Agent Central handles Amazon OAuth, token refresh, managed data refresh, hosted MCP authentication, and scoped keys.
ChatGPT connector setup
Use the hosted MCP endpoint in ChatGPT with your Agent Central API key, then ask ChatGPT to list the available tools.
Open ChatGPT quickstartOpenAI API workflows
Pass Agent Central as a remote MCP server in Responses API requests when you want Amazon seller data inside a custom ChatGPT-powered workflow.
View config examplesWhy Agent Central
Built for seller operations, not shallow account summaries.
Not a generic store chatbot
ChatGPT receives structured seller-data tools across ads, inventory, catalog, finance, and fulfillment instead of a narrow storefront summary.
History retained from connection
Campaign settings, search terms, budget pacing, inventory snapshots, orders, and rank data are preserved from the day Amazon is connected.
Scoped keys by workflow
Give ChatGPT read-only access, ads-only access, or a broader key. Write tools can be omitted from keys that should only analyze data.
Facts, not prescriptions
Agent Central returns source fields, deterministic metrics, and labeled classifications. ChatGPT can reason over the data without Agent Central prescribing next steps.
Example prompts
Ask ChatGPT for inventory rows, metrics, and source dates.
These prompts map to concrete Agent Central tools and fields. The hosted MCP server supplies factual rows; ChatGPT can format, compare, and explain them in the conversation.
Can ChatGPT analyze my Amazon Seller Central inventory? Show FBA stock, inbound units, days of cover, sales velocity, suppressed listing status, and source dates.
Show Amazon Ads campaigns by spend, sales, ACOS, ROAS, TACOS, and budget pacing for the last 30 days.
List search terms with spend over $25, more than 20 clicks, and zero attributed sales last week.
Show SKUs below 21 days of cover with FBA stock, inbound units, sales velocity, and suppressed listing status.
Compare yesterday orders by SKU with current FBA inventory and include exact source dates.
Find catalog listings with missing attributes, listing issues, or suppressed listing status.
Use keyword rank views to compare tracked ASINs and join each term to search volume.
Related pages
Continue from ChatGPT setup to broader seller-data coverage.
Use these pages to inspect the hosted MCP overview, Claude path, Amazon Ads surface, and the domain-specific tool references.
Amazon Seller Central MCP hub
Canonical Amazon Seller MCP overview for Seller Central, Amazon Ads, data coverage, access controls, and supported AI clients.
Connect Seller Central to Claude
Claude-specific connection walkthrough for the same prepared Seller Central data.
Amazon seller data for AI agents
How Agent Central normalizes seller data for repeated AI-agent reads.
Amazon Ads MCP server
Ads-specific MCP page for campaigns, keywords, search terms, budgets, and TACOS.
Ads tool reference
Campaign, keyword, search term, budget, TACOS, and write-tool parameters.
Ranking tool reference
Keyword rank positions, changes, and search-volume joined rank views.
Catalog tool reference
Product details, listing quality, reviews, and catalog write tools.
Finance tool reference
Fees, profitability, transactions, and settlement economics.
Fulfillment tool reference
MCF shipping previews, order creation, tracking, and return tools.
Common questions.
How do I use ChatGPT with Amazon seller data?+
Use ChatGPT with Amazon seller data by connecting Amazon in Agent Central, creating a scoped API key, and adding the hosted MCP endpoint to ChatGPT or an OpenAI API workflow.
Can ChatGPT connect to Amazon Seller Central?+
Yes. Agent Central connects ChatGPT to Amazon Seller Central and Amazon Ads through a hosted MCP server after you connect Amazon and create a scoped API key.
Can ChatGPT use Amazon Seller API or SP-API data?+
Yes. Agent Central syncs and prepares Amazon Seller Central and SP-API-backed data, then exposes it to ChatGPT through scoped MCP tools.
What Amazon data and actions can ChatGPT access?+
ChatGPT can access only the tools allowed by the Agent Central key: ads, inventory, orders, catalog, finance, and fulfillment read tools, plus supported writes only when the key explicitly includes them.
How is this different from connecting ChatGPT to a raw API?+
A raw Amazon API connection still has to handle auth, report queues, pagination, history, joins, and permission scope. Agent Central prepares the seller data first and exposes it through a hosted MCP endpoint with scoped keys.
Can ChatGPT analyze my Amazon Seller Central inventory?+
Yes. With Agent Central connected, ChatGPT can call inventory MCP tools for Amazon Seller Central inventory, FBA stock, inbound shipments, days of cover, sales velocity, active listings, suppressed listings, orders, returns, and reimbursements.
What URL should I use for the MCP server?+
Header-capable MCP clients use https://mcp.agentcentral.to/mcp with an Authorization bearer API key. The dashboard also provides connector options for clients that need signed URLs.
Does ChatGPT get write access by default?+
No. API keys can be scoped. Keep a ChatGPT key read-only, or include write tools only for workflows where supported Amazon Ads, catalog, inventory quantity, price, or fulfillment mutations should be available.
How is this different from a cheaper Amazon store chat connector?+
Agent Central is focused on operational seller data: 174 domain-scoped tools, retained history, TACOS, ranking/search-volume joins, finance fields, guarded write tools, and fast reads from retained seller history.