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Live demo

A sample workspace, with questions agents really asked. Look around: nothing here is saved.

Start free with your data

10 rows4 columnsv1updated 12 d agouploaded fileds_xY7CkFBAr02f
Docs
Rows
10
4 columns
Version
v1
every change makes a new one
Refreshed
12 d ago
uploaded by hand

Import report

Nothing is changed silently. Fixes create a new version.

  • All 10 rows imported. No issues found.

Cleaning rules

Rules a person approved. They run on every refresh and sync, and each change makes a new version.

AI suggestions are off for this workspace. Turning them on sends the column profile and 50 sample rows to Mistral (EU) when someone asks for suggestions. Workspace settings

Columns

Agents read what each column means and its unit. Change a type and the dataset rebuilds as a new version.
ColumnMeaningTypeValuesDistinctEmpty
customer_idunique on every row
Customer identifier, unique per row
iddrafted
Edit
10 different values100
nameunique on every row
Name, 10 values such as Atelier No, Brightline, Elm & Oak
dimensiondrafted
Edit
10 different values100
segment3 values
Segment, 3 values such as Enterprise, SMB, Mid-market
dimensiondrafted
Edit
SMB5Enterprise3Mid-market2
30
region_id3 values
Region identifier, 3 distinct
iddrafted
Edit
NA4EU-W3EU-S3
30

Sample rows

The first 10 rows, exactly as agents receive them.

customer_idnamesegmentregion_id
C-001Atelier NordEnterpriseEU-W
C-002BrightlineSMBEU-S
C-003Casa VerdeSMBEU-S
C-004Delta FreightEnterpriseNA
C-005Elm & OakSMBEU-W
C-006Fjord LabsMid-marketNA
C-007Granite CoSMBEU-W
C-008Harbor FoodsMid-marketNA
C-009Iris MediaEnterpriseEU-S
C-010Juniper StudioSMBNA

Who can see this dataset

Everyone in this workspace sees it, in the app and through their agents.

Agent activity

Open in audit
Thu 12:44
Rows: countrymaya via Claude · query_rows · 171 ms
unknown_columnCheck
Wed 12:52
Rows: countrymaya via Claude · query_rows · 266 ms
unknown_columnCheck

Use it

Same engine, same numbers, whichever door you use.

  1. Add datatomcp from the Claude, ChatGPT or Cursor directory, or add this URL as a custom connector in any agent (Claude Code, n8n…). One connector covers all your datasets.
    https://app.datatomcp.com/mcp
  2. Sign in when asked and allow access. Then ask about customers in plain language.

Full client-by-client setup on Connect.

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Do this with your own data

The demo is read-only. With a free account you add your own sheets and CSVs, fix them, and connect Claude, ChatGPT or Cursor in about two minutes.

Create free account