MCP & AI Agent Integration

Swell
automation.

19 AI agent actions for Swell — callable from any MCP-compatible runtime, Claude, Cursor, or Cerebral OS workflow. Use Swell 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
19
actions
100%
governed
<200ms
latency
19
AI agent actions
9
Read operations
10
Write operations
2
High-risk actions (approval gated)
E-Commerce Swell 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 Swell.

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.

Get Category
swell:get_category
Fetch a single product category by ID or slug.
Read Low risk
Get Customer
swell:get_customer
Fetch a single customer account by ID with profile and order history.
Read Low risk
Get Inventory
swell:get_inventory
Get inventory levels for a product or specific variant.
Read Low risk
Get Order
swell:get_order
Fetch a single order by ID with items and customer details.
Read Low risk
Get Product
swell:get_product
Fetch a single product by ID or slug with variants and pricing.
Read Low risk
List Categories
swell:list_categories
List product categories with filtering and pagination options.
Read Low risk
List Customers
swell:list_customers
List customer accounts with filtering and pagination options.
Read Low risk
List Orders
swell:list_orders
List orders with filtering and pagination options.
Read Low risk
List Products
swell:list_products
List products with filtering and pagination options.
Read Low risk
Create Category
swell:create_category
Create a new product category in Swell.
Write Medium risk
Create Customer
swell:create_customer
Create a new customer account in Swell.
Write Medium risk
Create Product
swell:create_product
Create a new product in the Swell store.
Write Medium risk
Delete Category
swell:delete_category
Delete a product category from Swell. This action cannot be undone.
Write High risk
Delete Product
swell:delete_product
Delete a product from the Swell store. This action cannot be undone.
Write High risk
Update Category
swell:update_category
Update an existing product category in Swell.
Write Medium risk
Update Customer
swell:update_customer
Update an existing customer account in Swell.
Write Medium risk
Update Inventory
swell:update_inventory
Update inventory levels for a product or specific variant.
Write Medium risk
Update Order Status
swell:update_order_status
Update the status of an existing order.
Write Medium risk
Update Product
swell:update_product
Update an existing product in the Swell store.
Write Medium risk
MCP & Runtime API

Call Swell
from any AI agent.

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

swell:get_category READ
# Call via Runtime API
curl
-X POST \
  "https://api.cerebralos.com/v1/runtime/actions/run"
  -H "X-API-Key: YOUR_KEY" \
  -d '{
    "verb": "swell:get_category",
    "args": {},
    "execution_id": "agent-001"
  }'
swell:create_category 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": "swell:create_category",
    "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 Swell.

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 Swell data
Call swell:get_category 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 Swell
Dry-run validates swell:create_category 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 Swell action
governed end-to-end.

Cerebral OS isn't a connector. It's the execution layer that sits in front of Swell — 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 Swell action before it touches production. See exactly what would happen before a single real call is made.
Immutable audit trail
Every Swell action is logged — what ran, what changed, who approved it, when it happened. Full history on every verb, forever.
Connect with

Swell works best
alongside these.

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

Swell integration

Start free.
No credit card required.

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

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