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. Choose Managed MCP for supported services, or run Kuudo 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
Amazon listing creative for product images and video, grounded in the live catalog instead of a public product page.
Use live catalog and real product references to build, audit, and deliver a listing's complete visual story from your AI assistant.
- Images and video shots from the same product references
- Product fidelity and listing rules checked before handoff
- Approval-gated image publishing; video shot plans ready to finish
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.
A retrieval layer your agent checks before it answers. It indexes Amazon operating knowledge across Ads, Seller Central, and Vendor Central.
- Indexed Amazon corpus, queried in milliseconds
- 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
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.
- Certified or Reference, stated on every Skill
- 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.
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
Amazon's official server costs your agent 92,678 tokens to connect. Kuudo costs 388.
What each server hands your agent the moment it connects, before a single tool is called. How it was measured. Row by row against Amazon's official server. Every Amazon Ads MCP server, compared.
Largest tool: 12,051 tokens
Largest tool: 167 tokens
Adding an operation to Kuudo's catalog adds zero tokens at connect. On a static catalog, every tool added is charged to every session, whether or not it is ever called.
Measured 2026-09-12 · cl100k_base
Why Kuudo is different
Production-ready on the first tool call.
The Amazon Ads and Selling Partner API spans 112+ 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.
Counts below are API operations in Kuudo’s published Amazon MCP inventories. Agent Flow exposes its enabled operation catalog separately through discovery.
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.
Choose your deployment
The same Kuudo. Your choice of deployment.
Your AI, your knowledge, your rules. Choose Managed MCP for velocity or Private Cloud for infrastructure control. Start with either and move between them.
Managed MCP
Kuudo operates the MCP services. Connect your accounts and use the AI client your team already works in.
Explore Managed MCP Managed MCP setupPrivate Cloud
Run Kuudo in your own cloud account, with control of the infrastructure. Agent Flow adds pipelines and a lake in your storage.
Explore Private Cloud Choose or change your deploymentGuides
Latest operational playbooks
Implementation details and field notes for teams running Amazon work through AI agents, MCP, and Skills.
AMC Audience Segment Analysis for DSP Targeting
Use AMC audience segment analysis to compare off-Amazon converter rates, eligible reach and cost across DSP segments before choosing a targeting test.
Amazon Ads Reporting API v1: Automate Reports
Automate Amazon Ads Reporting API v1 with Ads MCP and 17 Skill template families. Prepare for December 2026 console changes and the 2027 API sunset.
Amazon Ads Reporting v3 Deprecation: What Changes
Amazon Ads reporting v3 deprecation affects sponsored ads and DSP workflows. Learn the June 2027 deadline, v1 changes and the AI-assisted migration path.
Bring your knowledge into the game.
Tell us what you want your agent to run. Private-beta access starts with a working session with the Kuudo team.