Amazon MCP server for ChatGPT.
ChatGPT can use Amazon Seller Central and Amazon Ads data through agentcentral, a hosted Amazon MCP server. Connect Amazon once, create a scoped key, and let ChatGPT call MCP tools for ads, inventory, orders, catalog, ranking, finance, fulfillment, and optional guarded writes.
The same hosted endpoint can also be used from OpenAI API workflows that support remote MCP servers, so custom ChatGPT-powered agents can query the same seller data layer.
Last updated May 7, 2026.
- ChatGPT setup
- Remote MCP server with scoped agentcentral credential
- Endpoint
- https://mcp.agentcentral.to/mcp
- Data domains
- Ads, inventory, orders, catalog, ranking, finance, fulfillment
- Tool count
- 91 domain-scoped tools plus five utility tools
- Access control
- Read-only, domain-scoped, or selected write tools
- Amazon auth
- OAuth connection from the agentcentral dashboard
Hosted MCP endpoint
Header-capable MCP clients use https://mcp.agentcentral.to/mcp with an agentcentral bearer key.
Scoped access
API keys can be read-only, domain-scoped, or include supported write tools for a specific workflow.
Data-layer boundary
agentcentral returns source fields, normalized joins, deterministic metrics, classifications, and audit results.
Data coverage
What the MCP server exposes.
The hosted server is built around factual seller data that an AI client can query repeatedly. The client does the reasoning; the agentcentral tools provide the structured data surface.
Ads and campaign data
Campaigns, ad groups, keywords, search terms, placements, budgets, TACOS, and Amazon Ads source fields.
Inventory and order data
FBA inventory, inbound shipments, days of cover, orders, order details, returns, reimbursements, and sales summaries.
Catalog and ranking data
Listing details, listing quality, issues, A+ Content, reviews, keyword ranks, rank changes, and search volume.
Finance and fulfillment data
Fees, profitability, settlement economics, MCF shipping previews, MCF orders, tracking, and returns.
Access model
How AI clients connect.
Connect Amazon once, let agentcentral sync the seller data, then give the AI client a scoped MCP credential or connector URL.
Connect Amazon
Authorize Amazon Ads and Seller Central in the agentcentral dashboard.
Let data sync
agentcentral pre-materializes seller data for fast repeated reads.
Create a scoped key
Choose the domains and write-tool access for the ChatGPT workflow.
Add remote MCP
Use the hosted MCP endpoint in ChatGPT or an OpenAI API workflow that supports remote MCP.
Related pages
Deeper setup and reference material.
Use these pages for setup, tool coverage, and client-specific configuration details.
FAQ
Common questions.
Can ChatGPT analyze Amazon Seller Central inventory?+
Yes. With agentcentral connected, ChatGPT can call MCP tools for inventory, days of cover, inbound shipments, sales velocity, listings, orders, and related seller data.
Can ChatGPT access Amazon Ads data?+
Yes. agentcentral exposes Amazon Ads campaign, keyword, search term, budget, TACOS, placement, and related metrics through MCP tools.
Can ChatGPT make Amazon account changes?+
Only if the API key includes supported write tools. Keys can stay read-only for analysis-only ChatGPT workflows.
Where is the full ChatGPT setup page?+
The ChatGPT overview is https://agentcentral.to/amazon-seller-central-chatgpt and the quickstart is https://agentcentral.to/docs/quickstart/chatgpt.
Use agentcentral as the Amazon seller data layer.
Start a 7-day free trial, connect Amazon, and create a scoped MCP key or connector URL for the AI client you use.