If you build and run membership sites for clients, you know where the hours go. It isn’t the build. It’s everything after.
The client wants last month’s numbers. A member emails saying they can’t see the course they paid for. Four cards failed and nobody followed up. There’s a webinar Thursday and they need a coupon by Wednesday. None of it is hard. All of it means logging into another WordPress admin, finding the right screen, and doing it by hand.
Membership MCP moves that work into the chat you already have open. You connect each client’s MemberPress site once. Then you ask Claude, ChatGPT or Cursor to do the work, with that client’s connector turned on.
I spend most of my time on growth: who signs up, who stays, and who quietly leaves. So I’ll come at this from that angle, because the work that keeps a membership growing is exactly the work that slips when you’re managing ten of them.
What changes day to day
Here’s what an hour on a client’s site can look like, on a yoga studio called Example Yoga Studio. Every ask works today.
The monthly report. “On Example Yoga Studio, give me revenue by plan, new members, cancellations and refunds for October, as a table.” That’s the report most clients want every month, and it usually means an afternoon of exports. Now it’s one ask. Paste the table into your client update and add your commentary. That’s the part they’re actually paying you for.
Failed payments, chased. “Which members on example-studio.example had a failed payment this week? Draft a short note to each asking them to update their card.” Failed payments are the biggest source of churn nobody plans for. Most of those members wanted to stay. Catching them weekly instead of monthly is one of the simplest retention wins there is, and now it takes a minute per client. The failed payments playbook has the full ask.
A coupon for the webinar. “Create WEBINAR20 on Example Yoga Studio, 20% off the first payment, 100 uses, expiring at midnight Thursday.” Your AI shows you the coupon before it creates it, you approve it in your AI app, done.
A member support question. “Dana Okafor on Example Yoga Studio says she can’t see the Mobility course. What plan is she on, is it active, and does that plan have access?” Your AI looks up the member, checks the subscription and checks access. You get the answer and a drafted reply.
What was logged. Every one of those actions is recorded in the activity log on Example Yoga Studio’s own WordPress site. If the client asks what you changed, the answer is right there.
The retention work you never had time for
Here’s the growth case, and it’s the part I care about most.
Most agencies sell builds and maintenance. The clients who stay longest are the ones who see you helping their membership grow. That means retention reports, renewal forecasts, cohort comparisons, a look at which content members actually use. That kind of analysis used to take hours, so it got cut from the retainer.
Your AI can pull it now in one or two asks:
- “Which plan on this site has the highest churn over the last 90 days, and how does that compare to the 90 days before?”
- “Which subscriptions renew in the next 30 days? Group them by plan.”
- “Compare members who joined in the spring against members who joined in the summer. Which group is sticking around better?”
Those are the conversations that turn a maintenance client into a growth client. The revenue and churn playbook is a good template to adapt.
Launches and pre-launch checks
When a client launches a new program, a lot can go wrong quietly. A plan priced wrong. A members-only rule that doesn’t cover the new category. A reminder email still switched off.
Before the announcement goes out, ask:
Audit this membership site before launch: list every plan with its price and period, every access rule and what it covers, the payment gateways that are enabled, and the reminder emails that are on. Flag anything that looks unfinished.
That’s straight from our pre-launch audit playbook. Follow it with a logged-out access check on the new content, and you’ll catch the embarrassing stuff before the client’s members do.
Setting up the launch itself works the same way. New plans with trials, launch coupons, access rules for the new content: your AI drafts each one and shows you a preview. Coupons and anything that goes live wait for your approval in your AI app, and drafts stay unpublished until you publish them. See set up your membership plans and create a launch coupon.
Safe on client sites
You’re working on someone else’s business, so the guardrails matter even more.
- Changes start as a preview by default. Refunds, cancellations and anything that goes live always stop at that preview and wait for your approval in your AI app.
- Every action is logged on the client’s site, under the WordPress user who connected it.
- Read-only is an option. For clients where you only do reporting, connect read-only. Your AI can look but can’t change anything.
- We never store the WordPress password. The connection is approved on the client’s own site, and it can be ended there.
Seth covers the details in how we keep your AI from breaking your site.
Setting it up across clients
Start with one site you own, so you can learn the asks without a client watching.
- On each client site, install Membership MCP from MemberPress → Add-ons, or from the plugin zip on a site without a paid MemberPress license. Start free builds the link for you from the site’s address and has the zip.
- Activate the plugin and connect the site, signing in with the same email each time. Each site gets its own card in your account, and that site’s own address is under Connect this site on its own. It works only for that site.
- Add that site’s own address as its own connector, named after the client (for example “Membership MCP: Example Yoga Studio”). The connect guides cover Claude, ChatGPT and Cursor.
- Turn on the connector named for the client you’re working on. Each connection reaches only its own site.
The docs page on client sites has more on working across several sites from one account.
Which plan an agency needs
Every plan has every tool. Plans only change how many actions you get each day, and the allowance is shared across all the sites on your account.
An action is one lookup or one change. A simple question takes one. A monthly report might take three or four. Writing summaries and drafting emails costs nothing, because your AI does that on its own.
Free comes with MemberPress at 50 actions a day. That’s enough to try it on your own site. For client work, most agencies will want Power: $49 a month for 1,000 actions a day. Plus is $19 a month for 250 a day if you’re managing a handful of smaller sites. There are no per-client allowances yet. Compare plans.
The short version
Your clients don’t pay you to click through admin screens. They pay you to make their membership work. Membership MCP takes the clicking off your plate so you can spend that time on retention, launches and the reports that keep clients around.
Try it on your own site first. Connect it, run a monthly report, and chase a failed payment. Then bring the clients. More about how agencies use it is on our for agencies page.