What is an Amazon MCP server?

An Amazon MCP server is a Model Context Protocol implementation that connects AI agents like Claude, ChatGPT, or Copilot to Amazon commerce data — enabling natural language queries across Amazon Ads, DSP, retail performance, inventory, Search Query Performance, Share of Voice, and more.

How is Intentwise AI Gateway different from the Amazon Ads MCP?

The Amazon Ads MCP is an execution vehicle — you can take actions in your ads account through natural language queries. By contrast, Intentwise AI Gateway tells you what is actually happening in your account: track performance swings, diagnose what changed and why, and uncover what to do next.

What Amazon data can I query through Intentwise AI Gateway?

Amazon Ads (Sponsored Products, Sponsored Brands, Sponsored Display, DSP), retail performance data (organic sales, Buy Box, conversion rates, views, sessions), inventory levels and days of cover, Search Query Performance, and Share of Voice — all normalized into a single AI-readable layer.

Does Intentwise AI Gateway MCP share data with external servers?

No. Intentwise AI Gateway is built on AWS Bedrock. No data leaves your internal servers and no data is shared with the AI companies. Intentwise is certified for SOC 2 Type 2, GDPR, and ISO 27001.

Can Intentwise AI Gateway automate Amazon analytics?

Yes. With Intentwise AI Gateway you can build analytics workflows that run hourly, daily, or weekly and get the answers automatically pushed to Slack or email.

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Retail media data MCP

Retail Media data · MCP

The leading MCP for retail media data

Q: Can agencies use Intentwise Amazon MCP across multiple client accounts?

Yes. Agencies can query across their entire client portfolio — asking questions like which client accounts had the biggest spend increase in the last 30 days, or which ASINs have inventory risk heading into peak season.

Intentwise’s industry-leading MCP, AI Gateway, brings data from all of your retail media platforms into your AI agent.

Securely connect data from Amazon, Walmart, Shopify, TikTok, Meta, and more to your AI agent, and conduct multi-channel analysis that previously seemed cumbersome at scale.

With Intentwise’s MCP, Claude, Copilot, and ChatGPT will become part of your retail media data stack, allowing you to ask diagnostic questions or build custom dashboards across all of your sales and advertising channels.

Plus, Intentwise’s MCP embeds a semantic layer of expertise about TikTok, Walmart, Amazon, Shopify, and all of your e-commerce channels, so you ensure the answers you get back are as accurate as possible.

Try Intentwise AI Gateway (MCP) for yourself

Automate retail media analytics with Intentwise’s MCP

The modern marketplace brand doesn’t only sell or advertise on Amazon. They likely also have a presence on several different sales channels—Shopify, Walmart, TikTok, Meta, Google, Target, and more.

Intentwise AI Gateway connects your AI agent to all of these channels, then adds a semantic layer that helps your AI agent understand ACOS, TACOS, Share of Voice, and inventory risk the way a commerce expert does.

AI Gateway gives you the powerful, multi-channel view of your full marketing stack that you’ve dreamed of. With AI Gateway, you can ask your AI agent anything you want about one—or all—of your sales channels. Ask how an increase in your TikTok ad spend impacted sales on Amazon, for instance, or see if a dip on one channel is an isolated problem or part of a multi-channel brand trend.

You can also automate the whole process. Set up any analytics question as a workflow that runs daily or weekly, and then pushes the answer to email, Slack, or wherever you already work.

The retail media data sets in Intentwise’s AI Gateway MCP

Amazon data — Amazon ads and DSP, Amazon Marketing Stream, inventory, retail, Share of Voice, Search Query Performance
Amazon Marketing Cloud — organic sales, LTV, New-To-Brand, repeat purchase rate, CAC
Walmart — Walmart ads and retail data, including in-store
TikTok — TikTok Shop and TikTok ads data
Meta — Ads data across Meta platforms (Instagram, Facebook, etc)
Shopify — Sales and retail data across your DTC site

How Intentwise’s MCP for retail media differs from competitor MCPs

Intentwise’s MCP for retail media connects all of your most important retail media channels (Amazon, Walmart, TikTok, Shopify, and Meta) to your AI agent. You can ask questions about ads, retail, inventory, organic ranking, and more trends across all of your sales channels, without worrying about fragmented data.

Intentwise’s AI Gateway MCP also embeds a semantic layer of expertise that instructs your AI agent on the specific terminology and use cases of the e-commerce business. While other MCPs program in structured questions and answers, meaning you need to use pre-fabricated terminology, Intentwise’s MCP lets your AI agent truly reason through your questions.

Why Intentwise’s MCP for retail media is so secure

Intentwise’s AI Gateway MCP brings your retail media data into your AI agent according to industry-leading security protocols. Our MCP is built to ensure that no data ever leaves your server. With AI Gateway, run only a local version of Claude or Copilot, so your data isn’t ever sent to Claude’s servers or used for training.

Intentwise’s AI Gateway MCP ensures your Amazon, Walmart, TikTok, and Shopify data stays fully in your control, even as you are able to harness the scaled expertise of Claude, Copilot, ChatGPT, or any other AI agent.

What is a retail media MCP server?

A retail media MCP server is a Model Context Protocol implementation that connects AI agents like Claude, ChatGPT, or Copilot to commerce data across all of your sales and advertising channels. Your retail media MCP enables you to ask natural language queries across Amazon, Walmart, Shopify, TikTok, Meta, and more, so you can trace the reasons behind multi-channel trends, create powerful decks that pull in data from every sales channel, and more.

How is Intentwise’s AI Gateway MCP different from the Amazon Ads MCP?

The Amazon Ads MCP is merely an execution vehicle. You can take actions in your ads account through natural language queries. Create new campaigns and adjust bids with straightforward prompts. By contrast, AI Gateway tells you what’s actually happening in your account. Track performance swings and uncover what to do next. Plus, Amazon’s MCP is just for Amazon advertising. Intentwise’s AI Gateway MCP brings in data sets from all of your retail media channels, including Shopify, TikTok, Meta, Walmart, and more.

We think of Amazon MCP as the perfect complement to the AI Gateway: our server conducts deep analysis across Amazon and your other retail media platforms, while Amazon’s lets you take cross-cutting actions on Amazon itself.

What retail media data can I query through Intentwise’s AI Gateway MCP?

Intentwise’s AI Gateway MCP brings in retail and ads data across your most important sales channels. See all of your Amazon data (ads, retail, inventory, Amazon Marketing Stream, Rapid Retail Analytics, Search Query Performance, Share of Voice, and Amazon Marketing Cloud), Walmart (ads, retail, in-store), TikTok (Shop and ads), Shopify, and Meta—all normalized and joined into a single AI-readable layer.

Does Intentwise’s MCP for retail media share any data with external servers?

No. Intentwise’s AI Gateway MCP for retail media is built on AWS Bedrock, which means you only ever run your data in a local version of Claude, Copilot, or ChatGPT. No data will leave your own internal servers. No data will be shared with the AI companies.

Plus, AI Gateway is built on Intentwise’s industry-leading security architecture. Intentwise is certified for SOC 2 Type 2, GDPR, and ISO 27001.

Can Intentwise’s MCP automate analytics for my retail media channels?

Yes. With Intentwise’s AI Gateway MCP, you can build analytics workflows that run every hour, every day, every week—or at the interval of your choice. Ask Claude, ChatGPT, or Copilot what changed in your account and why, or which advertised products have low inventory cover, and get the answers in Slack or your email automatically. Read more about how to do that in our free guide.

Because we forge a continuous connection between your retail media channels and your AI agent, you won’t ever need to re-upload your data. Intentwise’s embedded layer of e-commerce expertise also ensures your AI agent knows your business context, and can truly reason through your queries.

Can agencies use Intentwise’s retail media MCP across multiple client accounts?

Yes. With Intentwise’s MCP, agencies can query not only across all retail media channels, but also across their entire client portfolio—asking questions like “which client accounts had the biggest spend increase in the last 30 days?” or “which SKUs have inventory risk heading into peak season?”

How do I automate client reporting as a retail media agency?

Intentwise’s AI Gateway MCP server allows agencies to build retail media decks and client reports faster. Within Claude, you can create end-to-end custom dashboards, called Live Artifacts, that refresh every time you login, and then save them as a PDF and send them to your clients.

Or you can tell Claude to build decks for you automatically in PowerPoint—write out your specifications, upload an example deck, and then set Claude to build new decks as a recurring workflow. Because Intentwise’s MCP brings in data from all of your retail media channels, these will be powerful, cross-cutting reports that compare, contrast, and connect performance across Amazon, Walmart, Shopify, TikTok, and more.

All of this is only possible with AI Gateway’s live connection to Claude, which ensures your retail media data is interconnected and embedded with e-commerce expertise.

What should my brand or agency look for in a MCP for retail media?

When choosing the right MCP for your retail media data, brands and agencies need to consider four factors.

Data completeness. Ensure your MCP connects to all of the retail media channels you want—and brings in unified datasets across all of those channels. For Amazon, for instance, you’re going to want a MCP that connect to ads, sales, inventory, finance, Search Query Performance, Share of Voice, Amazon Marketing Cloud, Amazon Marketing Stream, and more. The same pattern holds for your other retail media platforms.
Data accuracy. AI agents are prone to hallucinations. What is the accuracy rate of the MCP, and what steps have they taken to ensure top-tier accuracy?
Cost optimization. The best MCPs, like Intentwise’s AI Gateway MCP, limit the number of rows you receive back from your AI agent by default, so you won’t burn through expensive tokens with heavy responses.
Data security. Look for a MCP server that is built in a contained environment. MCPs that work with Microsoft Azure and AWS Bedrock let you run these LLM analytics inside a contained environment, where they don’t have access to Claude server or the internet.