Features
Everything your agents need
to run Amazon.
Ads, SP-API, Vendor Central, Atlas retrieval, and Crawl live page context. Pre-built Skills on top. Invoke from a prompt, a script, or a scheduled run — all in your own cloud.
Watch Kuudo connect Amazon MCPs, Skills, and agent workflows in one workspace.
Amazon Ads API MCP
Every Amazon Ads API in one place — built so agents stop guessing and start shipping.
Sponsored Products, Brands, Display, DSP, AMC, Attribution, Marketing Stream, and reporting behind one interface.
- Errors that tell the agent the fix
- Lean tools — agents keep room to think
- Every marketplace routed automatically
Amazon SP-API MCP
The whole Selling Partner API, run by your agents instead of your team.
Catalog, Listings, Orders, Shipping, Reports, AWD, Finances, Messaging, and seller operations behind one interface.
- Marketplace-aware routing
- Corrective errors for agents
- Broad Selling Partner coverage
Amazon Vendor Central MCP
All of Vendor Central, run by your agents — not your analysts.
Purchase orders, shipments, invoices, vendor analytics, catalog, A+ Content, and Brand Analytics behind one interface.
- Logs in once per vendor
- Direct Fulfillment and procurement tools
- Errors that correct themselves
Amazon Agent Iris
Studio-quality, compliant Amazon product images — generated and audited from your live listings.
Seed from your own photos, build the full image stack, and publish only what passes Amazon's rules — all from your AI assistant.
- Built from your real product and listing data
- Every image checked against Amazon's rules before publish
- Generate, optimize, automate — no studio, no manual uploads
Amazon Agent Flow
A durable, query-ready lake for your Amazon data — owned by you, built for agents to act on.
Pulls Selling Partner, Vendor, and Ads across hundreds of accounts and lands it as Iceberg tables in a bucket you control, then exposes it to agents as guardrailed actions.
- Iceberg lake you own — query from DuckDB, Snowflake, Databricks
- Durable workflows that resume from the exact step
- Guardrailed actions — scan-budgeted, zero secrets exposed
Amazon Agent Atlas
The Amazon knowledge your agent didn't have to earn.
Indexes your Amazon corpus — campaigns, listings, returns, fees, AMC queries, internal notes. The agent asks Atlas instead of scanning your warehouse from scratch.
- Indexed Amazon corpus, queried in milliseconds
- Tenant-scoped — your retrieval, your data, your cloud
- Citations on every result — the agent shows its work
Amazon Agent Crawl
Live web context, fetched and formatted for agents.
Pulls a product page, a SERP, or a competitor's listing and returns clean, agent-ready content. No more training-set staleness when you need "now."
- Fresh, not stale — fetched now, not from training data
- Returns agent-ready content, not raw HTML
- Works on any URL — Amazon PDPs, SERPs, competitors
Pre-built Skills
Verified, parameterized playbooks like AMC audience builds and ad-ops sweeps. Run from chat, no glue code.
Skills wrap multi-step automations into something an end user can actually run.
- Verified happy paths with built-in guardrails
- Approval queues for anything destructive
- Fork, version, and ship your own
Amazon Marketing Cloud
Run audience, attribution, incrementality, and signal-enrichment workflows — without writing a single SQL query.
Verified AMC Skills call your AMC instance, DSP seat, and partner signals through MCP.
- Deep campaign findings and journeys
- Bespoke DSP audience activation
- Privacy-safe run logs and approvals
/ context budget
Here's how it holds up under the hood.
Most MCPs burn 40,000 to 70,000 tokens before your agent does a thing. Kuudo does the same job in about 1,000.
Compact tool descriptions, intelligent aliasing, and self-correcting envelopes mean the agent carries just what it needs, not the entire API schema, into every turn.
Every tool description, error envelope, and retry hint is compressed and structured to keep context lean. The result: an MCP that stays out of the way until it's needed, and costs less when it is.
Why Kuudo is different
Production-ready on the first tool call.
The Amazon Ads and Selling Partner API spans 104+ services, four regions, and a decade of evolving payload shapes. Kuudo hands all of it to your AI in one consistent shape — so your sellers, agencies, and software teams spend their hours on growth instead of Seller Central tabs.
Your AI gets smarter every call
Every API error returns a corrective hint your agent reads automatically. The same mistake next week resolves itself in one call instead of five.
Legacy and current API names, reconciled
Field aliases mapped at request time. Your AI never trips on whether to call it 'SellerSKU', 'sku', or 'asin' for this version of this API.
Deprecated shapes upgraded before Amazon sees them
Old body shapes and report types caught at the MCP boundary, with the active equivalent suggested in the same response your agent receives.
NA, EU, FE — one auth, every region
Marketplace endpoints resolved per seller automatically. Agencies running multi-region sellers get consistent tool shapes everywhere.
Pydantic models across every service
Full type hints across catalog, listings, orders, shipping, finances, pricing, and analytics. Errors caught in the IDE before they cost a call.
Every retry has direction
A five-tool-call debugging arc collapses into two. The same mistake a week later resolves cleanly — your agent keeps the ground it gained.
You've felt this before
How to spot an agent that's burning context.
Vague errors trigger thrashing. Thrashing fills the context window. Useful state gets evicted. A one-call task balloons to 4 — sometimes 12 — round-trips before anything ships.
Listing health, order alerts, reimbursements, Buy Box — all in different tabs, all in the team's head.
A flagged listing tanks for a week before anyone catches it.
Repricer slow to react. Revenue left on the table between syncs.
Inbound shipments and on-hand never reconcile cleanly without manual work.
Bulk uploads silently fail and the team learns about it from sales drops.
Lost-in-warehouse and damaged inventory claims that expire before the team finds them.
That's not your team being slow. That's Seller Central — a portal built for one seller at a time, an API with 29 separate services, and a reporting layer that lags the actual sale. Your AI does this work in parallel, on every SKU, every marketplace, all day.
› What did Kuudo actually change about how you work? Be specific.
"Grounded in Kuudo, I'm 30–50% more accurate on Amazon-specific analysis than when I lean on training knowledge alone — and I cut the expert review my work needs by 2–4x."
/taking actions
Tell it what to do. It does the work — change a bid, fix a listing, ship an order.
Your agent works inside your Amazon Seller, Vendor, and Ads accounts — not another read-only dashboard. You decide what each agent can touch, and every change it makes is logged.
Sellers
- get catalog data
- get ASIN matches
- create a listing
- update a listing
- delete a listing
- get orders
- confirm shipment
- update price
- update offers
- get fees
- create inbound plan
- update shipment
- get inventory
- create fulfillment
- cancel fulfillment
- update inventory
- create shipment
- confirm returns
- create inbound
- update shipment
- get inventory
- get rates
- create label
- confirm shipment
- submit feed
- get result
- request report
- get report
- run query
- get results
- get sales
- get metrics
- get settlements
- get financial events
- create transfer
- submit payout
- submit invoice
- create invoice
- create content
- submit content
- submit message
- create subscription
- submit review request
- get feedback
- create offer
- update offer
Vendor
- update inventory
- submit invoice
- confirm shipments
- update content
- update ASIN relations
- approve submissions
Ads
- create campaigns
- update bids
- create keywords
- create campaigns
- update creatives
- create campaigns
- update targeting
- create campaigns
- update creatives
- create campaigns
- update line items
- create campaigns
- update budgets & bids
- create targets
- update targets
- create creatives
- submit assets
- update store
- get analytics
- create audiences
- get insights
- create tags
- get attribution
- create conversion events
- get conversions
- request report
- get report
- get brand metrics
- get benchmarks
- get recommendations
- get insights
- create workflows
- create audiences
- run queries
- create subscription
- get stream
- get forecasts
- get reach
- get profiles
- create portfolio
- get billing
Most tools tell you a bid slipped or a listing broke. The agent goes and changes it — then confirms the work is done.
Run the same change across a single account or your whole book — agencies move every client at once, brands keep each marketplace in sync.
Decide what each agent can touch and what needs your sign-off. Every change is logged, so you always see exactly what it did.
Guides
Latest operational playbooks
Implementation details and field notes for teams running Amazon work through AI agents, MCP, and verified skills.
Launch a DSP Campaign Without Half-Built Entities
Zero eligible DSP tactics is almost always a goal-KPI mismatch, not an outage. Create every entity paused, verify each write, then activate parent-first.
The Data-Mode Router That Stops Bad ACoS Math
Your SQP export has no cost column. Atlas blocks ACoS there and routes to Conversion Performance Index instead, the fix for nonsense report numbers.
Auditing FBA Reimbursements: What Amazon Owes You
The reimbursement portal lists events but never classifies, window-checks, or values them. A Skill audits every event against three windows, two rules.
Bring your Amazon workflow into the private beta.
Tell us what you want your agent to run. We'll help determine the right Kuudo setup and walk you through the next step.