Frontier AI / Productivity MCPs

More done in Magento, with your team signing off every change.

We connect an AI assistant to your store through a secure, bespoke MCP server. Your team asks in plain English, the AI drafts the work, a person approves it, and every change is checked on the live site.

Working with ClaudeReview
Your operations managerScan the store for UK legal compliance and show me the changes you'd suggest, for approval.
Claude, through your Magento MCPI checked the checkout, product pages, CMS pages and forms. 7 suggested changes are ready for you to approve. Nothing changes until you do.
UK compliance review7 changes
Footer: add company number and registered officeCompanies Act trading disclosures
✓✕
Newsletter form: link to the privacy noticeUK GDPR: tell people how their data is used
✓✕
Product pages: show delivery charges up frontDMCC Act 2024: no fees added at checkout
✓✕
Working with ClaudeReview
Your marketing teamCheck the store for missing meta titles, meta descriptions and product schema, and show me the changes for approval.
Claude, through your Magento MCPI checked 1,860 products and 94 categories. Every fix is drafted in a review page, so you can approve them one by one or all at once.
SEO review486 changes
412 meta descriptions writtenEach under 155 characters, matched to the product
✓✕
37 discontinued products redirected301s to the replacement or parent category
✓✕
Product schema: brand and GTIN addedSo Google can match products to more searches
✓✕
Working with ClaudeReview
Your marketing teamCheck product descriptions and CMS pages for typos, UK spelling and tone.
Claude, through your Magento MCPI read 1,860 product descriptions and 40 CMS pages. Each fix is shown before and after in a review page for you to approve.
Copy review38 fixes
recieve receive and 16 more typosAcross 14 products and 3 CMS pages
✓✕
color colour: UK spelling on 212 productsMixed US and UK spelling
✓✕
48 products still using supplier copyRewritten in your usual voice
✓✕
Open reviewYou approve
What it takes on

The repetitive admin work, at catalogue scale.

The jobs that sit on a to-do list for months because they mean hundreds of small edits in the Magento admin. Every change is drafted by AI, approved by a person, then checked on the live site.

Catalogue

Bulk catalogue work

Missing specs, cross-sells, alt text and unique product copy across every product.

Content

Pages and locations

Buying guides, category content, landing pages and location pages built with Hyvä CMS.

Search

SEO and Shopping feeds

Meta titles, redirects and Merchant Center fields fixed in batches, not one by one.

HOW IT WORKS

From a request to a checked, live change.

Nothing reaches your live site until someone on your team approves it. Each item is checked once it is live, so one bad change can never take a whole batch down with it.

1. You ask

A plain-English request, such as fixing missing meta titles.

2. AI drafts

It plans the batch and drafts every change for review.

3. You sign off

Approve or reject each item on a shared sign-off page.

4. MCP publishes

Through the Magento API, one item at a time, with an audit log.

5. Live check

Each item is checked on the live site before the next one goes.

Pass or roll back

If the check passes, the next item publishes. If it fails, the item is rolled back automatically and your team is alerted.

The connector

A bespoke MCP server, built on the Magento API.

Your AI assistant only ever reaches your store through tools we build for you, with the access each phase needs and nothing more.

Built around your store

Tools shaped around your catalogue, attributes and store views, not a generic plugin.

Uses Magento’s own API

Works through the Magento REST API with a dedicated integration, never direct database access.

Only the access it needs

API permissions are switched on one phase at a time. Customer records and payments stay off.

Custom endpoints where needed

For anything the standard API doesn’t cover, such as Hyvä CMS components or feed checks.

Rollback built in

The previous value is saved before every write, so any item can be reverted.

Approval

Every change is signed off on one shared page.

Your team sees exactly what will change before it changes, and a record of everything that has gone live.

Item by item

Approve or reject each change, never a whole batch blind.

A shareable link

Review on desktop or phone, and comment on any item.

Full history

Who approved what, when it went live, and any rollbacks.

Batch 14 · SEO and content updates

Approver: Marketing manager
ChangeStatus
Meta title · best-selling productLive · checks passed
Opening hours · city-centre locationLive · checks passed
301 redirect · discontinued productRolled back · target 404
Cart rule · Black Friday 15%Awaiting named approver
ApproveReject

An illustration, not live data. The redirect was caught by its live check and rolled back; nothing else was affected.

Safety net

Checked on the live site after every single item.

Nothing is assumed to have worked. Each change runs the checks that apply to it. If a check fails, that item is rolled back automatically and your team is alerted before anything else publishes.

Page loads

Returns 200, with no errors or 404s.

Matches approval

What’s live is exactly what was signed off.

Schema valid

Product and LocalBusiness markup still validates.

Images load

No broken or missing product images.

Mobile layout

Hyvä templates still render cleanly on phones.

Feed intact

The Shopping feed still carries the field.

Approval levels

The riskier the change, the more sign-off it needs.

A starting point we agree with you. Anything can move up a level.

Auto-publish after sign-off

Approved item by item, then published and checked automatically.

  • Product specs and copy
  • Meta titles, alt text, redirects
  • Location and category pages
  • Shopping feed fields
Named approver

A named senior person must approve before anything publishes.

  • Prices and repricing
  • Promotions and cart rules
  • Bulk visibility changes
  • URL changes
Read-only

Reads and reports only. Nothing on the site changes.

  • Monday health checks
  • Stock balancing
  • Weekly trading summary
  • Returns by category
Example prompts

What your team could ask for.

Real requests, written the way people ask for them. Filter by area of the site or by how much sign-off each one needs.

Area
Sign-off

Category merchandising

A bespoke visual merchandising algorithm for every category page.

Instead of sorting by newest or a single best-seller rule, we build a scoring algorithm around your trading priorities. It sets the order of products on every category page, and your team adjusts it by asking in plain English.

Weighted signals

Sales, conversion rate, margin, stock depth and newness each carry a weight we agree with you.

Visual balance

No rows of near-identical products. Colours, styles and price points are mixed across the first screens.

Stock-aware

Lines with low stock or broken size runs move down, so customers see products they can buy.

Pins and boosts

Pin hero products, boost a brand or range for a campaign, and move lines you are phasing out further down.

Scheduled re-sorts

Categories re-sort automatically from the latest data, for example every Monday morning.

Signed off and checked

Each re-sort is shown before and after for approval, then checked on the live category page.

Prompt safety

Built so a bad instruction can’t damage your store.

AI assistants can be misled by instructions hidden in what they read, such as a supplier spreadsheet, a product review or a web page. We design your MCP server so this kind of prompt injection can’t change your store on its own.

Content is treated as data

Text the AI reads from product data, files and pages is handled as information, never as instructions.

Only the tools we build

The AI can only call specific tools, and each one checks what it is allowed to change.

Limits on every tool

Caps on batch sizes and price changes, so one request can’t rewrite thousands of products or slash prices.

A person approves every change

Nothing changes on your store until someone on your team approves it on the sign-off page.

Keys and customer data kept out

API keys never pass through the AI, and customer records and payments stay out of reach.

Everything logged

Every prompt, tool call and approval is recorded, so anything unusual can be traced and rolled back.

Guardrails

What we agree before anything goes live.

Nothing goes live without a person saying yes. And everything that does go live is checked and logged.

Customer data stays out

Customer records and payments are kept out of scope (UK GDPR).

Read-only first

We start read-only, then switch on write access one area at a time.

Tested on staging

Every new type of change is tested on staging first.

Named approvers

A named senior person approves prices and promotions.

Full audit log

Every request, approval and publish is logged.

Automatic rollback

If a live check fails, that item is reverted straight away.

Rollout

Phased, lowest risk first. Each phase starts once your team is happy with the one before.

Phase 1 · Read-only

Read-only insight

Monday health checks, stock balancing and a weekly trading summary.

Phase 2 · Auto-publish after sign-off

Content and SEO

Meta titles and alt text, location and category pages, and Shopping feed fields.

Phase 3 · Named approver

Trading changes

Seasonal edits, promotions and price modelling.

Getting started

Three decisions, then a read-only pilot

We agree who signs off and who the named approvers are, the Magento API permissions for your MCP server, and a first read-only batch to pilot. We usually start with a Monday health check on your own catalogue, so you see real results with no risk to the live site.

Book a growth call →
Proven ecommerce growth

Results, year after year.

Our ecommerce clients generate over £100m in online sales every year.

Average client ecommerce revenue growth

+75%
+73%
+120%
+109%
+64%
+84%
2018
2019
2020
2021
2022
2023
Premier Welding website shown on desktop, tablet and phone
Accelerator client

Premier Welding

+55%

Average year-on-year ecommerce growth since launch, with INDEZ managing paid media on a pay-for-performance basis.

Google Ads
Microsoft Ads
Facebook Ads
eBay Advertising
Read the case study →
The team

Work with a team that truly understands ecommerce growth.

Our team has taught ecommerce at the University of Strathclyde and presented at the Scottish Parliament, and runs the Ecommerce Club and Ecommerce Scotland.

Dr John McSloy teaching an ecommerce course at Strathclyde Business School
Dr John McSloy teaching an ecommerce course at Strathclyde Business School, 2020
Peter Mowforth speaking at the Scottish Parliament
Peter Mowforth at the Scottish Parliament, 2018
Ecommerce course launch at the University of Strathclyde
Course launch at the University of Strathclyde, 2020
Let's talk

Ready to grow your ecommerce business?

Tell us where you are and where you want to be. We'll come back with a plan, not a sales pitch.

Book a Growth Call →
0141 674 9551

Scotland · England · Wales