Grow Your Business with AI Agents:
MCP Server for Amazon FBA Sellers

FBA seller? Connect an AI agent directly to your Seller Central — let it
analyze profitability and ads, find growth opportunities, and plan restocks

more accurate than humans, 20x faster — and thousands of dollars saved monthly

Try It Now

No credit card required

2 weeks free

Included in Pro plan

See How It Already Works
for Other Sellers

Case Study 1

Claude Code Helps an FBA Private-Label Seller Avoid Stockouts and Overstock
Around Prime Day

Prime Day prep. The supply chain manager worked with an AI agent connected to PROPAMP AI through an MCP server — tracking inbounds from China and reconciling stock across FBA and AWD.

In addition, the agent created a PPC adjustment checklist: SKU-level actions per marketplace, target sales velocity, and exact price changes.

This prevented stockouts for 3 SKUs in specific countries and overstock for 7 other SKUs across several marketplaces.

Now the team has built a set of Claude Skills, so Claude Code runs Stockout & Overstock audit automatically on a regular basis.

Device frame — Ad adjustment plan created by Claude Code. Click to expand full image

Ad adjustment plan created by Claude Code. Click to expand full image

See the Full Case Study

Case Study 2

AI Agent Analyzes Profitability, Ads and Returns Like an FBA Pro

Our client - an FBA private-label seller -
connected an AI agent through the MCP server and asked two simple questions:
‍
‍1. How did my sales look on the US marketplace last week?
‍2. How do I grow my profit and sales even more?

Watch what the AI agent came back with (spoiler - it was all accurate):

Case Study 3

AI Agent Saves $1,500+/Month —
and Makes Supply Planning 20x Faster

Our client, an FBA private label seller lost his supply chain manager right before Prime Day planning — a China-based specialist who handled supplier negotiations, production coordination, consolidation logistics, and full inventory analytics, all in two languages.

Replacing someone like that fast isn't realistic. Instead, the seller connected an AI agent to Seller Central via PROPAMP AI.

The agent built a complete $75K supply plan across 16 marketplaces in 4 hours — and delivered more accurate calculations and a better-optimized plan than the manual process had ever produced. The same work used to take two weeks.

The seller hired a coordinator to handle supplier communication and logistics coordination in China at half the supply chain manager's salary. The analytics now run on the agent.

Net result: $1,500/month saved — from one operation.

AI-generated supply plan: Global Summary across 16 marketplaces. Click to expand full image

See the Full Case Study

Case Study 4

Claude Spots That a "Failing" Off-Amazon Ad Test Boosted the Listing's Organic Ranking

A US FBA private-label seller was about to write off his first off-Amazon ad test. Four influencer placements, External ACoS at 74% — he was ready to close the channel.

The AI agent flagged what External ACoS missed: the "failing" campaign was driving organic sales lift on Amazon. Higher sales velocity during the test pushed the listing up in rankings.

On top of that, conversions outside Amazon's 14-day attribution window got counted as organic, not as campaign sales. The real ROI was meaningfully better than the seller's first read.

The seller had hit a ceiling on his Amazon ads. Thanks to Claude Code, he didn't miss a way to scale the niche through a new channel.

off-Amazon Ads test data — Statistics and Metrics report on PROPAMP AI — where the seller verified Claude's numbers. Click to expand full image

See the Full Case Study

How to Connect an AI Agent:

Step 1. Create a free PROPAMP AI account
‍
Sign up and start your 2-week free trial — full access, no credit card.

Step 2. Connect your Seller Central

Link your Amazon account so the platform can pull your sales, profit, advertising, returns, and fees data.

Step 3. Ask questions - get answers
‍
Use the built-in AI Profit Advisor from PROPAMP AI - or connect your own AI agent via MCP.

To connect your own agent:

The fastest way is to ask your agent to do it. Just give it this MCP Server URL:

‍https://mcp.propamp.ai/mcp/sse

‍

Your agent will handle the rest — connect, authenticate with your PROPAMP AI login, and start pulling data.

Create Account and Connect Your Agent

2 weeks free

No credit card required

Included in Pro plan

Q & A

I've never used an AI agent.
Where do I even start?

Simpler than it sounds. You just download an app and talk to it

Two major options:

● Claude Code (by Anthropic) — get it through the Cowork app (the easiest way to start) or free IDE - VS Code, Antigravity (the interface first days seems a bit confusing).

● Codex (by OpenAI) — works too if you're already on ChatGPT Pro.

Either way, you type questions or dictate by voice. No perfect prompts, no coding, no tech skills.

Just ask: "What's eating my margin on my best ASIN?" or "Am I going to stock out before Prime Day?" Don't know how to phrase something? Say that — the agent helps you write the question.

What Claude costs:

● $20/month — enough to start. Handles day-to-day FBA analytics and supply planning. May occasionally hit rate limits on long heavy sessions, but covers everything for basic Seller Central analysis.

● $100/month — limits so high you won't notice them. Plus automations, custom tools, apps. Most sellers end up here once they see what's possible.

‍First step:
Download Cowork → start your free PROPAMP AI trial (2 weeks, no card) → connect Seller Central → add MCP connector → start asking the agent questions.

Each process you move to an agent is time and money you stop spending manually — and an operation where you're suddenly moving 10–20× faster than competitors who haven't made the switch. That gap compounds

Wait — is PROPAMP AI free or paid?

First 2 weeks: completely free

Use the built-in AI Profit Advisor or connect your own agent — either way, $0 for 14 days.

Invest nothing, get insights worth thousands

After the trial:

If you use your own AI agent via MCP — you pay only for the Pro plan subscription. No extra token fees from us.
Your agent pulls data through our MCP server, you verify its findings in our reports — clean, detailed dashboards for every metric.
Plus, Pro includes full inventory management functionality.

‍If you use the built-in AI Profit Advisor — Pro subscription plus token usage.
You pick the model (Claude Sonnet 4, OpenAI o1, DeepSeek R1, Gemini 3.1 Pro, and more), and token cost depends on which model you choose.
A live counter in the sidebar shows exactly what you're spending.