MCP & AI Agent Integration

Amazon Seller
automation.

7 AI agent actions for Amazon Seller — callable from any MCP-compatible runtime, Claude, Cursor, or Cerebral OS workflow. Use Amazon Seller to process orders, manage inventory, and handle customer requests autonomously. Full governance, audit trail, and dry-run safety on every execution.

No credit card required
Live in production environments
<200ms median execution
Dry-run before production
Execution trace
live
7
actions
100%
governed
<200ms
latency
7
AI agent actions
6
Read operations
1
Write operations
0
High-risk actions (approval gated)
E-Commerce Amazon Seller is a E-Commerce integration — use it to automate order management, fulfillment, and customer operations from any AI agent or MCP-compatible runtime.
Actions

What you can do
with Amazon Seller.

Every action below is available as an MCP tool and a verb in Cerebral OS — callable from any AI agent, Claude, Cursor, Windsurf, or your own runtime via the BYOA API. All executions are governed, audited, and dry-run safe.

Check FBA Inventory Levels
amazon_selling_partner:check_fba_inventory_levels
Retrieves inventory summaries from Amazon fulfillment centers to monitor stock availability
Read Low risk
Fetch Orders by Date Range
amazon_selling_partner:fetch_orders_by_date_range
Retrieves a list of orders based on a specified date range, buyer email, or order ID
Read Low risk
Get Order Details
amazon_selling_partner:get_order_details
Fetches detailed information about a specific order using its order ID
Read Low risk
List Inbound Shipments
amazon_selling_partner:list_inbound_shipments
Fetches inbound shipment details to track stock movement and replenishment
Read Low risk
Optimize Product Pricing
amazon_selling_partner:optimize_product_pricing
Retrieves pricing data to adjust product prices dynamically based on market trends
Read Low risk
Retrieve Sales Performance Reports
amazon_selling_partner:retrieve_sales_performance_reports
Fetches sales reports for visualization in third-party dashboarding tools
Read Low risk
Generate Sales & Inventory Reports
amazon_selling_partner:generate_sales_inventory_reports
Requests reports on sales, inventory, and fulfillment performance
Write Medium risk
MCP & Runtime API

Call Amazon Seller
from any AI agent.

Any AI agent — Claude, Cursor, LangChain, AutoGen, or your own — can call Amazon Seller actions through the Cerebral OS Runtime API. Governance, credentials, and audit trail fire automatically.

amazon_selling_partner:check_fba_inventory_levels READ
# Call via Runtime API
curl
-X POST \
  "https://api.cerebralos.com/v1/runtime/actions/run"
  -H "X-API-Key: YOUR_KEY" \
  -d '{
    "verb": "amazon_selling_partner:check_fba_inventory_levels",
    "args": {},
    "execution_id": "agent-001"
  }'
amazon_selling_partner:generate_sales_inventory_reports WRITE
# Dry-run first — no production risk
curl
-X POST \
  "https://api.cerebralos.com/v1/runtime/actions/run"
  -H "X-API-Key: YOUR_KEY" \
  -d '{
    "verb": "amazon_selling_partner:generate_sales_inventory_reports",
    "args": {},
    "execution_id": "agent-001",
    "metadata": {"dryRun": true}
  }'
Get your Runtime API key at app.cerebralos.com/signup — 1,000 free executions, no credit card required.
AI agent examples

What your AI agent
can do with Amazon Seller.

Real patterns your AI agent can execute via MCP or the Runtime API. Every action governed, dry-run safe, and fully audited.

Trigger
AI agent needs Amazon Seller data
Call amazon_selling_partner:check_fba_inventory_levels via MCP or Runtime API
AI processes result and takes next action
Full execution logged to audit trail automatically
Trigger
Workflow needs to write to Amazon Seller
Dry-run validates amazon_selling_partner:generate_sales_inventory_reports before execution
Approval gate fires if risk level is high
Action executes with full governance — logged, audited, reversible
Trigger
Order or fulfillment event
Process with AI
Update customer records
Notify team via Slack
How it works

Every Amazon Seller action
governed end-to-end.

Cerebral OS isn't a connector. It's the execution layer that sits in front of Amazon Seller — adding governance, dry-run safety, and a full audit trail to every operation.

Governance first
Every verb carries a risk classification. High-risk writes require explicit approval gates before they execute in production.
Dry-run safe
Simulate any Amazon Seller action before it touches production. See exactly what would happen before a single real call is made.
Immutable audit trail
Every Amazon Seller action is logged — what ran, what changed, who approved it, when it happened. Full history on every verb, forever.
Connect with

Amazon Seller works best
alongside these.

Build multi-step workflows that connect Amazon Seller to the rest of your stack. All governed. All audited.

Amazon Seller integration

Start free.
No credit card required.

Start free with 1,000 runs — no credit card required. Connect Amazon Seller in minutes, dry-run every action before it touches production, full audit trail on everything.

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