Revenue workspace
Revenue$318.1KSeptember 2026 · Sample
Understand the revenue mix across markets.
Explore dashboard
AI native · MCP INTEGRATION · PREVIEW
Your business data.
Your business data.
Inside Claude. Inside ChatGPT.
MCP brings authorized workbook context, governed queries, and dashboard tools to compatible AI clients. Explore how your connected data can become part of an AI native workflow.
Preview with staged rollout. Client compatibility, deployment readiness, and plan access must be confirmed before use.
AI native analytics · Dashboard libraryOne connection.
One connection.
Twelve ways to see more.
Start with a business question.
Open a dashboard. See the value in your data.
Illustrative dashboards using fictional September 2026 data. Available analyses depend on the fields in your source.
Fulfillment workspace
Orders dispatched25.2KSeptember 2026 · Sample
Put fulfillment workload and timeliness in context.
Explore dashboardSubscription workspace
Subscription revenue$232.5KSeptember 2026 · Sample
Focus subscription reviews on the plans that matter.
Explore dashboardPayments workspace
Processed value$542.8KSeptember 2026 · Sample
Understand payment activity before reviewing costs.
Explore dashboardInventory workspace
Units moved62.4KSeptember 2026 · Sample
Review the product categories driving warehouse work.
Explore dashboardCustomer support workspace
Tickets created16.4KSeptember 2026 · Sample
Plan support capacity around actual workload.
Explore dashboardProduct analytics workspace
Product events5.2MSeptember 2026 · Sample
Explore the behaviors behind product engagement.
Explore dashboardEngineering workspace
API requests8.6MSeptember 2026 · Sample
Direct reliability reviews toward heavily used endpoints.
Explore dashboardProcurement workspace
Purchase value$316.4KSeptember 2026 · Sample
Understand purchasing concentration.
Explore dashboardBookings workspace
Booking value$290.3KSeptember 2026 · Sample
Review your booking mix before adjusting channel plans.
Explore dashboardAdoption workspace
Feature sessions355.2KSeptember 2026 · Sample
Identify workflows to investigate for product improvements.
Explore dashboardOperations workspace
Transactions239.5KSeptember 2026 · Sample
Understand operational throughput and activity peaks.
Explore dashboardEvery preview opens a full dashboardTake the question into your AI tools
AI native by design · MCP previewYour data.
Your data.
Your AI workspace.
Keep the conversation where you work. MCP brings authorized tableArth workbooks into compatible clients such as Claude, ChatGPT, and Cursor.
From Tally and spreadsheets to databases, cloud bills, and ad reports: connect the source once, then explore its workbook context through the tools you choose.
Ask your dataExplore dashboardsCreate new views
Explore MCP access Staged preview. Availability depends on your client, deployment, and plan. Creating or updating dashboards requires write permission.
One workbook. More ways to work.MCP
Your connected dataOne authorized workbook
Imagine asking in ClaudeExample
“Explore my workbook, explain what changed, and help me build a dashboard for the next review.”
Workbook context → governed analysis → a dashboard you can return to.
ACCESS YOU CAN EXPLAIN
Choose the workbook.
Choose the workbook.
Control the permission.
Explicit workbook grants
Authorize selected workbooks through the consent flow. A connected client receives access within that grant.
Governed analysis
Explore workbook context, ask natural-language questions, and use supported query tools within the permitted scope.
Controlled creation
Supported write tools require the appropriate scope and workbook permission. They are separate from read access.
OAuth authorization
Connect through the supported authorization flow. Review access before granting it to a client.
Revocable connections
Manage and revoke grants from Connected Apps. Reconnect only when you want to authorize access again.
Designed for MCP clients
Evaluate compatible clients such as ChatGPT, Claude, and Cursor during setup; each requires a verified integration path.
Learn more ↗
TRY IT WITH THE RIGHT EXPECTATIONS
A preview, with a clear path forward.
We are documenting and validating the MCP experience through a staged rollout. Contact us with your intended client and workbook workflow. We will confirm availability, required plan access, and supported operations before you connect.
Questions, answered
Before you get started.
What is TableArth MCP?
TableArth MCP is a staged integration preview that lets compatible AI clients discover authorized workbooks, ask questions, run governed queries, and read dashboards. Permissioned tools can also create dashboards and create or update widgets.
Can I use MCP with Claude, ChatGPT, or Cursor?
These are examples of compatible client workflows. Availability depends on the client configuration, deployed MCP endpoint, OAuth authorization, plan access, and rollout status. Arrange a setup review before depending on a client integration.
Can an AI client access every workbook?
Access uses explicit workbook grants and can be revoked. A client should only use the workbooks authorized for its connection. Creating dashboards or changing widgets also requires the appropriate write permission.
AI native starts with your data
Your data. Your questions. More possibilities.
Connect a source, explore twelve dashboard examples, and see how an AI native workspace fits the way your team works.