What is the Amazon Seller Agent for Claude Code?

A public GitHub starter repo that turns Claude Code into a full-time operating agent for your Amazon brand. It pre-configures the Marketplace Ad Pros MCP, ships ten Amazon-focused skills, and lays out persistent folders for brands, initiatives, and weekly reports so progress survives across sessions.

Do I need a Marketplace Ad Pros account?

Yes — the agent calls the Marketplace Ad Pros MCP for live ads and Seller Central data. Connecting your Amazon accounts is free; querying through AI requires AI Connect ($10/week) or a higher plan.

How is this different from the standalone Claude skills?

The standalone skills are individual zip downloads you upload to Claude Desktop one at a time. This repo bundles all ten of them, the MCP configuration, and a CLAUDE.md plus tracking folders that let the agent retain context across sessions — so you don't start cold every time.

Do I need to know how to code to use this?

You need to be comfortable in a terminal — running git clone, cd, and the claude command. You won't be editing source code. If you'd rather not touch a CLI, start with Claude Desktop and the Marketplace Ad Pros MCP setup guide instead.

How do I keep the bundled skills up to date?

The repo ships a scripts/sync-skills.sh script that pulls the latest skill bundle from Marketplace Ad Pros. Run it whenever you want fresh versions — your own customizations in CLAUDE.md, data/, and initiatives/ are left untouched.

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Claude Code Starter Repo

Amazon Seller Agent for Claude Code

A starter repo that turns Claude Code into a full-time operator for your Amazon business — wired to your live ads & Seller Central data through Marketplace Ad Pros, with ten Amazon-focused playbooks and a place to track brands, initiatives, and reports across sessions.

Claude Code MCP 10 Skills Bundled MIT · Free

View on GitHub Setup in 3 steps

Free repo · MIT-licensed · ~30 seconds to clone

Why this exists

Most Amazon sellers spend their best hours each week as a data clerk — pulling search-term reports, eyeballing inventory dashboards, copy-pasting numbers into spreadsheets so they can make the same five judgment calls they made last week.

The agent does the pulling, the math, and the first-draft thinking, and hands you decisions instead of data. The hour you used to spend hunting wasted ad spend becomes the five minutes it takes to approve the negatives. The Sunday-night reorder spreadsheet becomes a Monday-morning PO draft.

The thing that actually changes your week is the memory. The repo tracks brands, initiatives, and dated reports across sessions, so the agent picks up where it left off instead of starting from scratch every time you open Claude.

What's in the repo

MAP MCP wired up

Marketplace Ad Pros MCP pre-configured at the project level. Authenticate once with /mcp.

10 Amazon skills

Auto-loaded by Claude Code from .claude/skills/ — reporting, optimization, RUFUS audits, reorder planning, dashboards.

Tracking layout

data/brands/, initiatives/, reports/ — so weekly progress survives across sessions.

CLAUDE.md instructions

Durable instructions that make Claude operate like a brand manager, not a one-shot assistant.

Bundled skills

amazon-ads — reporting & bid recs via MCP
amazon-ads-optimization — bid/budget, negatives, seasonal
amazon-seller-central — inventory, FBA fees, SQP
amazon-dsp — DSP performance for agency profiles
amazon-listing-audit — RUFUS, hijacking, suppression
amazon-reorder-planning — reorder points, PO drafts
experiments — design, launch, log, conclude
fba-inventory-risk-dashboard — live React stockout view
wasted-ad-spend-dashboard — clicks without conversions
search-term-harvest-dashboard — promote winners to exact

Setup in 3 steps

Clone the repo — it's public and MIT-licensed.

git clone https://github.com/MarketplaceAdPros/amazon-seller-agent-claude-code amazon-seller-agent
cd amazon-seller-agent

Open it in Claude Code. On first launch, approve the project's .mcp.json and .claude/skills/ when prompted.

claude

Authenticate the Marketplace Ad Pros MCP. Run /mcp, pick marketplaceadpros, click Authenticate. Sign in, and the MAP tools become available.

/mcp

Don't have Claude Code? Install it from claude.com/claude-code first. You'll also need a Marketplace Ad Pros account — connecting Amazon is free; querying through AI requires AI Connect ($10/week) or a higher plan.

First-session prompts

Open the repo in Claude Code, then paste one of these to get started:

Orient yourself: Get me oriented. Run /mcp first if MAP isn't authenticated, then list my brands and ad integrations, and scaffold a data/brands/<slug>/profile.md for each.

Run a wasted-spend sweep: Use the wasted-ad-spend-dashboard skill on <brand> for the last 30 days. Rank by spend, draft a negatives list for my approval, and log what we did under initiatives/wasted-spend-<brand>/.

Draft a reorder PO: Use the reorder-planning skill on <brand>. Pull current FBA inventory and 30-day velocity, flag anything at risk of stockout in the next 2 weeks, and draft a PO I can hand to my 3PL.

Set up a brand initiative: I want to run a Q3 PPC efficiency push for <brand>. Set up an initiative using the amazon-ads-optimization skill, propose a plan, and put a baseline metrics snapshot in the initiative folder.

Who it's for

Sellers and operators comfortable on a CLI who want their Amazon data driven from Claude Code — with the agent retaining context week-over-week instead of starting cold every session.

If you'd rather use Claude Desktop or ChatGPT (no CLI), start with the MCP setup guide or grab the individual skills instead.

Need a Marketplace Ad Pros account first?

The MCP needs an account to connect to. Connection is free; AI querying starts at $10/week.

Create your account →