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Admin Ops Copilot

Magento 2 Extension Coming soon Open Source & Adobe Commerce 2.4.6+
SKU: M2-ADMINOPSCOPILOT
Operate Magento Admin as the signed-in user: this store’s live REST APIs, your role’s ACL, and an Approve/Reject inbox so no write lands without a human. You bring your own OpenAI, Anthropic, or xAI key.

Everything you need, out of the box

  • Human-in-the-loop inbox so writes never execute from chat
  • This-install WebAPI atlas from your merged webapi.xml
  • Signed-in ACL actor with a hard deny-list for identity and tokens
  • Order desk tools for lookup, stock, ship, and invoice
  • SOP playbooks plus optional four-eyes Approve
  • Bring your own OpenAI, Anthropic, or xAI key
HITL inbox BYOK LLM Coming soon
Annual subscription
$249.00
First-year license via Adobe Commerce Marketplace — renewals from $125/yr
Coming soon to Adobe Commerce Marketplace Contact us for pre-sales questions

Listing in progress — billing and licensing will be handled by Adobe Commerce Marketplace.

Launch frontend demo Launch admin demo
  • Not yet available for purchase
  • Listing in progress on Adobe Commerce Marketplace
  • Ask us pre-sales questions before launch
Marketplace Verified

Adobe handles billing, licensing and distribution.

Composer install

Will install via Composer when the Marketplace listing goes live.

Pre-sales help

Ask pre-sales questions on the contact page until this listing is live.

Technical fit

Compatibility & requirements

Built for modern Magento 2 stacks with Composer-based deployment.

Requirements

Magento
Open Source & Adobe Commerce 2.4.6+
PHP
8.2 – 8.5
Install
Composer — requires magemaclean/m2-core
Edition
Open Source & Adobe Commerce
LLM
OpenAI, Anthropic, or xAI (your key)

Deployment checklist

  • Enable the module and run setup:upgrade
  • Deploy static content in production mode
  • Flush caches after configuration changes
  • Verify on staging before production rollout
Try it live

Frontend and admin demos

Independent Magento demo stores on magemaclean-demos.com — sample catalog, real module, no purchase required.

Frontend demo

Explore the shopper experience on a live Magento storefront.

Sample catalog; the copilot workspace is in Magento Admin.

Launch frontend demo

Admin demo

Open Magento Admin and review configuration, grids, and workflows.

Sign in as demo — the password is printed on the admin login page.

Launch admin demo

All MageMaclean demos

The Challenge

Daily Magento ops is grid-hunting:

  • Support and merchandising leads bounce between Sales, Catalog, and Customers
  • Generic chat tools do not know this install’s WebAPI or ACL
  • Giving an integration token write access is too broad
  • Unattended AI writes are not acceptable on a live store

The Solution

A governed operator in Admin:

  • Workspace that looks up orders, stock, and catalog in plain language
  • Every POST, PUT, and DELETE waits in an Approve/Reject inbox
  • Runs as the signed-in admin — your ACL, this store’s APIs
  • You bring OpenAI, Anthropic, or xAI — MageMaclean does not host a model

Admin Ops Copilot is a full-page Magento admin workspace (optional sidebar on other pages) that operates as the signed-in user. Tools come from your merged webapi.xml — core and every enabled module — not a fixed list. Merchants turn Sales, Catalog, Customers, Config Path, and Diagnostics on or off; third-party modules stay off until you enable them. Identity, integration tokens, 2FA, and anonymous/self routes are always denied.

Requires the free MageMaclean Core module (magemaclean/m2-core), installed automatically when you use Composer. MageMaclean sells the Magento module as an annual Marketplace license; LLM usage is billed by your provider.

What you get

Everything you need to operate with a human in the loop

HITL inbox

Writes never execute from chat. Each mutation shows method, path, ACL, and effect — Approve, Reject, Try again, or Undo when a snapshot exists.

This-install atlas

list_endpoints, get_schema, and propose_call against your live WebAPI, not a canned 13-tool list.

Order desk

Look up orders and stock, ship or invoice (queued), and read cron, indexer, and cache status.

Playbooks

System chips for common ops, plus per-admin saved prompts.

Governance

Optional four-eyes (the proposer cannot Approve), token usage on the conversation, and rate limits.

Bring your own key

OpenAI, Anthropic, or xAI. You pay the model vendor. MageMaclean does not resell inference.

How it works

Ask to propose to approve

1
Ask in Admin Order lookup, stock, ship, invoice, or a playbook chip
2
Copilot proposes Reads run now; writes become mutation rows in the inbox
3
A human approves Approve, Reject, or Undo — nothing writes without that step

Not an MCP server

Admin Ops Copilot is in-admin, as the signed-in user. It is not Claude Desktop / ChatGPT MCP (that is Agent Gateway) and it is not SQL, charts, or product-description generation.

Privacy-first defaults

No write lands from chat. Keys stay in Magento. Third-party API groups stay off until you enable them by module.

Who it is for

Mid-market Magento Open Source and Adobe Commerce ops, support, and merchandising leads who want governed in-admin help on this store’s APIs — without giving an integration token write access.

Get it running

Installation

Install via Composer from Adobe Commerce Marketplace (requires free MageMaclean Core). 

composer require magemaclean/mage2-admin-ops-copilot
bin/magento module:enable MageMaclean_AdminOpsCopilot
bin/magento setup:upgrade

Then add your API key under Stores → Configuration → MageMaclean → Admin Ops Copilot. Writes wait in the Approve/Reject inbox. Commands apply when the Marketplace listing goes live.

License

Pricing (when listed)

Coming soon on Adobe Commerce Marketplace. Prices below apply when the listing is live.

LLM usage is billed by your provider (bring your own key).

First-year license
$249
USD / year
Renewal (year 2+)
$125
USD / year
After you buy

Support & license

Licensing and billing go through Adobe Commerce Marketplace. MageMaclean provides developer support on paid licenses.

License
OSL-3.0
Support
Pre-sales questions via the contact form until the listing is live.
Composer package
magemaclean/mage2-admin-ops-copilot
Module
MageMaclean_AdminOpsCopilot

Contact us with pre-sales questions.

Also from MageMaclean

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Need help?

Support from the developers who built it

Review our support policy, response times, and update guarantees before you purchase on the Adobe Commerce Marketplace.

View Support Policy Marketplace Support