MCP Use Cases
What actually changes when your analytics can be asked instead of browsed. All examples below are real question shapes the Clickport MCP server answers today, from Claude Code, Claude Desktop, Cursor, or any MCP client. The numbers shown are illustrative.
Monday morning, without opening the dashboard
Start the week by asking instead of clicking. One question replaces the KPI scan.
Last week: 4,812 visitors (up 9%), 11,204 pageviews (up 12%), bounce 41% (down 2 points), average visit 2:31. Conversions rose more than traffic: 163 goals, up 22%, so the quality of traffic improved, not just the volume.
Find the content that actually converts
Pageviews flatter blog posts. Conversions tell you which ones earn their keep.
Ranked by conversions, not traffic:
| Post | Visitors | Signups | CR |
|---|---|---|---|
| /blog/cookieless-tracking | 9,412 | 214 | 2.3% |
| /blog/ga4-alternatives | 14,206 | 188 | 1.3% |
| /blog/bounce-rate-guide | 3,108 | 96 | 3.1% |
The bounce-rate guide converts at more than double the biggest post. Worth linking it from the navigation.
Diagnose a traffic dip in one conversation
Instead of tab-hopping between chart and panels, let the assistant do the joins.
Visitors are down 14% vs last month. The drop is one channel: Organic Social fell 61% (from 2,140 to 830), while Organic Search is up 4% and Direct is flat. Daily numbers show the fall starts April 9. Everything else is healthy, so this looks like a social algorithm or posting change, not a site problem.
Ask where the money comes from
With revenue tracking connected, every breakdown can answer in currency.
| Channel | Visitors | Revenue |
|---|---|---|
| Organic Search | 21,406 | €18,340 |
| 2,411 | €7,120 | |
| AI Search | 1,904 | €4,860 |
Email is 4% of your traffic but 21% of revenue. Your newsletter audience buys.
Watch a launch live
Keep the conversation open on launch day and just keep asking.
34 people on the site right now, most of them on /blog/launch and /pricing. Ten minutes ago it was 6, so the post is working.
Check a campaign without touching a panel
UTM dimensions work like any other, so campaign questions are one sentence.
spring-sale brought 684 visitors and 31 conversions (4.5%), above your site average of 2.9%. Of its three ad variants, "banner-b" converted best at 6.1%; "banner-c" trails at 1.8% and might be worth pausing.
Let it write the report
The assistant has the numbers and can produce the document in the same turn: a weekly summary for the team, a client update, a paragraph for investors.
"Traffic grew 9% last week to 4,812 visitors, with conversions up 22%, mostly from the cookieless-tracking post and the pricing page. Organic Social is still recovering from the April dip but everything else is trending up. Watch item: the bounce-rate guide converts at 3.1%, double our average, and deserves a bigger spot."
In Cursor, while you build
Connected to Cursor, your analytics sit next to your code. Ask before you refactor.
/resources pages had 212 visitors in the last 30 days, 80% of them on /resources/utm-guide. The rest are near zero. Redirect /resources/utm-guide to the blog version and the section is safe to remove.
One connector per client
Keys are per-site, so an agency setup is one connector per client site, each cleanly scoped. Ask about the client in the project where that client's connector lives, and two clients' numbers can never mix.
This month so far: 12,406 visitors (up 6%), 388 goal completions (up 15%), top growth from Organic Search. One flag: mobile bounce jumped to 58% after the redesign went live on the 3rd. Worth raising on the call.
What it will not do
The MCP server is read-only. It cannot create goals, change settings, delete data, or see other sites. Assistants also cannot see individual visitors' identities, because Clickport never has them: the data is cookie-free and aggregate by design.