MCP SERVER · POWERED BY ATLAS

Your listings are
leaking sales.

Atlas audits every listing, rewrites what’s weak, and publishes the fix back to Seller Central — from Claude, ChatGPT, or any MCP client. Watch a real one go from 61 to 94.

ATLAS REWRITE · ASIN B0YAYA512 SCORE 61 94
BEFORE
Gift Hamper Box Set Present Tea
Nice gift box
Comes with tea and treats
NO A+ CONTENT 2 IMAGES KEYWORD GAPS
AFTER · ATLAS
Luxury Tea & Treats Gift Hamper — Birthday & Thank-You Gift Box for Her, 12 pc
+12 hand-picked teas & treats in a keepsake gift box
+Ready to gift — ships in premium packaging with a card
+A+ CONTENT +4 IMAGES 12 KEYWORDS
READ-ONLY UNTIL YOU OPT IN · YOU APPROVE EVERY DIFF 14:23:08
4.2M
LISTINGS AUDITED
+27pts
AVG QUALITY LIFT
1.1M
FIXES PUBLISHED
LAB 01
RUNS ON OUR OWN BRAND

INSIDE AN AUDIT · LAB 01

Grade it. Fix it. Prove the lift.

A real listing from TheYaYaCafe, the brand we run on these exact tools. Nothing staged.

ATLAS REWRITE · ASIN B0YAYA512 SCORE 61 94
BEFORE
Gift Hamper Box Set Present Tea
Nice gift box
Comes with tea and treats
NO A+ CONTENT 2 IMAGES KEYWORD GAPS
AFTER · ATLAS
Luxury Tea & Treats Gift Hamper — Birthday & Thank-You Gift Box for Her, 12 pc
+12 hand-picked teas & treats in a keepsake gift box
+Ready to gift — ships in premium packaging with a card
+A+ CONTENT +4 IMAGES 12 KEYWORDS
READ-ONLY UNTIL YOU OPT IN · YOU APPROVE EVERY DIFF 21:03:33
QUALITY BREAKDOWN▲ +33 PTS
TitleFIXED
BulletsFIXED
ImagesFLAG
A+ ContentFIXED
Backend keywordsOK
ComplianceOK
WHAT ATLAS CHANGED
+
Rewrote the title
Benefit-led, keyword-rich, within Amazon’s character limits and style rules.
+
Rebuilt the bullets
Five scannable benefits with use-cases and gifting occasions.
+
Added A+ content
Three comparison and lifestyle modules drafted and queued.
+
Closed keyword gaps
12 high-intent terms added to backend search; duplicates removed.
PUBLISHED TO SELLER CENTRAL● LOGGED

WHAT ATLAS COVERS

Three jobs, one endpoint.

01 · AUDIT

Grade every listing on what converts

Title, bullets, images, A+ content, backend keywords, and compliance — scored against category best practices and weighted by what moves your conversion rate.

Title
Bullets
Images
A+ Content
Backend keywords
Compliance
02 · REWRITE

Rewrites that push back to Amazon

Atlas drafts the new title, bullets, description, A+ modules, and keyword set — shown as a diff. You approve, it publishes to Seller Central, and every change lands in the audit log.

REWRITE · DIFF
Gift Hamper Box Set Present Tea
Luxury Tea & Treats Gift Hamper — Birthday & Thank-You Gift Box for Her, 12 pc
+A+ CONTENT +12 KEYWORDS
03 · HYGIENE

Catalog hygiene at any scale

Surface suppressed, stranded, and policy-flagged listings first — with the exact fix to reinstate them. Parent/child variations and multi-brand catalogs, bulk-audited in one pass.

247 LISTINGS6 FLAGGED
HEALTHY NEEDS FIX

FROM ZERO TO PUBLISHED

Three steps to a better catalog.

01

Connect Seller Central

Authorize free. Atlas indexes your entire catalog in minutes.

02

Run the audit

Every listing graded; the fixes that cost you the most conversion float to the top.

03

Approve the fixes

Review each diff, publish back to Amazon, and watch the score lift.

BRING YOUR OWN AI

Use it from any model you already trust.

One MCP endpoint, every major assistant. No lock-in — point your model at Atlas and start asking.

ClLLM
Claude
Desktop, web & mobile
GPTLLM
ChatGPT
Developer Mode & OAuth
GmLLM
Gemini
Gemini app & API
GkLLM
Grok
Grok & X integration
</>AGENT
Claude Code
Terminal & coding agents
CuAGENT
Cursor
In-editor agents
n8AGENT
n8n
Automations & workflows
OPEN
Any MCP client
Open protocol, your stack
MCP SERVER URL https://mcp.avenirlabs.co/listings

PRICING THAT SCALES WITH YOUR CATALOG

Audit free. Pay to publish.

Amazon Listings MCPSINGLE SERVER
$199/yr
BILLED YEARLY
  • Quality score on every listing
  • AI rewrites → publish to Seller Central
  • A+ content & keyword drafts
  • Full audit log
Connect free →
PRICES IN USD · CANCEL ANYTIME · ANNUAL BILLING SAVES UP TO 14%

FREQUENTLY ASKED

Questions, answered.

01Will it change my live listings without asking?

No. Atlas is read-only until you opt in. Every rewrite is shown as a diff you approve before it publishes to Seller Central, and each change is logged with what changed, who, and when.

02How does the quality score work?

We grade each listing on title, bullets, images, A+ content, backend keywords, and compliance against category best practices, then weight each factor by how much it actually moves conversion in your category.

03Which AI clients are supported, and how do I connect?

Any MCP client — Claude, ChatGPT, Claude Code, Cursor, n8n — or the built-in chat. Connect Seller Central via OAuth and Atlas indexes your catalog in minutes.

04Does it handle variations and large catalogs?

Yes — parent/child variations, bulk audits, and multi-brand catalogs. The Scale plan removes listing limits and adds the REST API for automation.

05What about suppressed or inactive listings?

Atlas surfaces suppressed, stranded, and policy-flagged listings first, with the exact fix needed to reinstate them — so the highest-impact problems get solved first.

06Is my catalog data retained?

We index your catalog and keep audit history so you can watch score trends over time. It doesn’t expire.

See what your listings are missing.

Connect free and Atlas grades your whole catalog in minutes.