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You can build a full Jepto report from Claude, ChatGPT or any other MCP client. Describe the report you want, and the assistant uses the Jepto MCP to create the tabs, add chart and table cards from your live data, lay them out, apply your theme and write the analysis. You get a link to the finished report in Jepto.
The report is a normal Jepto report. You can open it in the editor, change it in Report Chat, share it, or keep asking the assistant to change it.
You only write the request. The assistant picks the tools. Here's what happens behind the scenes:
report_create makes the report and every tab you asked for, with a date filter on each data tab.2Check the datadatasource_list, analytics_schema and analytics_query confirm each metric has rows for the date range.3Add cardsreport_card_generate adds one chart or table at a time. report_page_update places them on the grid.4Write the analysisreport_analysis_run adds a written summary. report_get checks the finished report.report_create only makes empty tabs, so a good assistant always goes on to add and place cards.Here's a typical request, and what the assistant does with it.
The Executive Overview tab it builds looks something like this:
| You want to | Try asking | Tools used |
|---|---|---|
| Create a report | "Build a Google Ads report for Homer's Donuts for the last 90 days with a campaign table." | report_create, report_card_generate, report_page_update |
| Add a tab | "Add a Website Analytics tab with sessions, users and engagement rate." | report_page_create |
| Change a card | "Change the spend chart to a column chart and compare to the previous period." | report_card_get, report_card_update |
| Rearrange a tab | "Move the campaign table to the Paid Search tab and put the KPIs on one row." | report_page_get, report_page_update |
| Add text or images | "Add a heading that says Q3 Highlights and our logo at the top." | report_card_create (markdown, HTML, image) |
| Brand the report | "Create a palette from #F5A9B8 and #6B3E26 and use it on this report." | report_palette_create, report_theme_create, report_update |
| Write the analysis | "Write an executive summary of last month for this report." | report_analysis_run, report_analysis_save |
| Find an existing report | "List the reports for Homer's Donuts and open the monthly one." | report_list, report_get |
| Remove something | "Delete the Social tab from this report." | report_page_delete, report_card_delete, report_delete |
Map cards can't be created over MCP yet. Add them in the editor.
Yes. Connect the Jepto MCP to Claude, then ask it to build a report for a brand and date range. Claude creates the tabs and cards in your Jepto account and gives you a link to the report.
Yes. Install the Jepto plugin from ChatGPT's Plugins page (Connect Jepto MCP to ChatGPT). Other MCP clients that support remote connectors with OAuth sign-in, such as Cursor, can use the same report tools.
No. It's saved as a normal Jepto report, so you can edit it in the editor, change it with Report Chat, link it to a master report or share it.
Every page and card change checks that it's working from the latest version. If someone else saved a change first, the assistant re-reads the report and tries again, so it won't overwrite their work.
The report has tabs but no cards. Ask the assistant to keep going and add cards. Creating the report only makes empty tabs.
A card was made but isn't on the report, or shows no data. The data check found no rows for that metric and date range, so the card was saved but not placed. Check that the source is connected and synced in Data Sources, try a wider date range, or ask the assistant to swap the metric. Then ask it to place the card.
The assistant says a tab was left out. Tabs for sources that aren't connected to the brand are skipped. Connect the source, then ask the assistant to add the tab.
The assistant reports a conflict. Someone changed the page or card while the assistant was working. Ask it to re-read the report and try again.
The colors don't match your brand. Ask the assistant to list your themes and apply the right one, or to create a palette from your brand colors. Cards with their own palette keep it.
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