
WordPress AI management with MCP
Your team can describe a website change in a chat. The missing connection is permission to perform that change in WordPress. We connect a supported AI client to selected site capabilities, starting with the content and administrative tasks you name. Each enabled action has a defined input, permission check and result.
A few clients we’ve worked with










What we do
Connect an AI assistant to approved WordPress actions, with scoped access, draft review and a record of website changes.
WordPress actions we can connect
The first scope is a short list of website jobs, such as finding a page, inspecting its fields or preparing a content update. Available actions depend on the installed WordPress code and the selected AI client.
- Solution
- Integrations
- Connected systems
- WordPress + MCP
- Data flow
- An authenticated AI client requests an enabled WordPress action through MCP. WordPress remains the source of truth for content and user permissions. Requested writes use the agreed draft or approval path; the assistant receives the saved result or a clear failure.
- Expose selected site abilitiesWe inspect the site’s registered abilities and add narrowly defined actions where the required functionality is missing. Installing the MCP Adapter alone does not expose every plugin setting, page-builder control or content field.01
- Control reads and writesSpecify which content types and fields the connected identity can access. Draft updates, publication and deletion receive separate treatment. Permission checks stay on the WordPress side so a chat instruction cannot grant additional access.02
- Record and recover changesFor the agreed write actions, define the review checkpoint, saved identifiers and recovery method. WordPress revisions can support eligible content changes; plugin configuration and external effects may need a different recovery procedure.03
Client reviews
“Norml Studio's professionalism and responsiveness were impressive.”
“They were proactive in suggesting improvements we hadn't considered.”
“They delivered what they said they would, on time.”
“They focused on how to make our daily operations easier, not just on building features for the sake of it.”
“They understood that the app needed to be practical for someone sitting in a car, not just look good on a desktop.”
“Their level of dedication to the success of the project and GoPetZen's business as a whole is unique.”
What we need before building
- Website and client detailsProvide the site URL, WordPress version, relevant plugins and chosen AI client. We check the available transport, authentication route and client or workspace restrictions before promising a connection.01
- Named editorial permissionsChoose the users, content fields and permitted actions. Access credentials must belong to the agreed account, with revocation documented. A broad administrator credential is not a substitute for defining the job.02
- Examples and a reviewerSupply typical requests and changes that must be refused. Name the person who approves website edits and owns the recovery decision when a request produces an unexpected result.03
How we build and test it
- [Map one website job]Step 01
Trace a requested edit in the existing site and record the required fields, permissions and expected saved state.
- [Connect and test the action]Step 02
Test a valid request, denied permission, missing page and unsupported field. Check the saved WordPress record, not only the assistant’s reply.
- [Hand over operating rules]Step 03
Document enabled actions, review steps, credential revocation and recovery. Add further capabilities only after their inputs and effects are agreed.
The people who do this work.
Meet the whole teamNo account layer between you and them. These are the Norml specialists this work runs through.

Let's chat
“I've spent 10 years working across development and marketing. I started as a developer, but design, SEO and advertising were already part of the job. That taught me to treat a website as one system: the business, the content, the design and the code have to work together. At Norml, I lead the architecture behind our work and stay involved wherever strategy, design, development and search meet.”
Max TymoshynFounder & Architect
Get startedRelated services.
From the Norml blog.
Questions about this implementation
Can Claude manage our WordPress site?
Does MCP give the assistant access to every plugin?
Can changes stay as drafts?
Is this the same as AI content writing?
Define your first WordPress AI task.
Share your website, preferred AI client and one change your team wants to request in chat. We will identify the required site action and its approval path.