What AI Agents Can Do
Connected AI agents can query scraped tables of any size, clean columns, export data, and operate your automations — without loading data into the chat.
Once connected over MCP, an AI assistant gets a focused set of capabilities over your cloud workspace, grouped into five areas.
Understand your workspace
The agent can read your plan, credit balance, and its own access level — so it can answer "how many credits do I have left?" and warn you before starting anything expensive.
Work with your data
- Browse tables — list all result tables, grouped by the automation that produced them.
- Inspect — read a table's schema, row count, and a small sample.
- Query without limits — filter, aggregate, group, and sort tables server-side. The full table is never loaded into the AI's context, so a 100,000-row table is as easy to analyze as a 100-row one.
- Export — generate CSV, JSON, or Excel downloads, or send a table straight to Google Sheets.
Big-table safety
Large tables are never streamed into the conversation. The agent sees the schema plus a sample, then asks the server precise questions. Oversized responses are refused with a hint to narrow the query.
Clean your data
With a full-access token, agents can tidy tables the way you would by hand:
- Rename columns or change their type
- Delete irrelevant columns
- Merge 2–5 columns into one (street + city + zip → Address)
Operate your automations
- List automations and their run history (available to every token, including read-only)
- Check a run's live progress
- Start or stop a run (full access)
This is what makes "re-run my competitor price scrape and put results in Sheets" a one-sentence job.
Start new extractions
Agents can create zero-configuration extractions — product data, emails, social links, phone numbers, and Google Maps places — from a list of URLs or from a column of an existing table. This is powerful enough to get its own page.
Access levels
| Read-only token | Full-access token | |
|---|---|---|
| Read workspace info, tables, runs | ✔ | ✔ |
| Query & export tables | ✔ | ✔ |
| Clean tables (rename/delete/merge) | — | ✔ |
| Start & stop runs | — | ✔ |
| Create new extractions | — | ✔ |
Choose read-only when you want an analyst; choose full access when you want an operator. Details in Security.