# Autosheet

> Autosheet — The way AI uses Google Sheets. Give compatible AI clients, agents, workflows, and apps a Google
> Sheets specialist. Connect over MCP or API to write and fix formulas, build
> pivots and charts, enrich and deduplicate data, and run bulk AI at up to
> 1,000 rows per minute.

Autosheet is a spreadsheet agent that works directly in live Google Sheets.
Give it a natural-language instruction and a Google Sheet URL or spreadsheet
ID. It explores the spreadsheet, plans the work, edits the sheet, checks its
results, and corrects mistakes.

It edits through Google Sheets APIs instead of controlling the spreadsheet
interface visually, reads only the data it needs, and works efficiently with
large spreadsheets. Native Google Drive connectors in ChatGPT or Claude wrap
the Google Sheets API, which truncates data or floods context; Autosheet
optimizes every interaction to be fast and token-efficient. It supports a
broad choice of AI models, and is part of GPT for Work — the same agent
engine that powers GPT for Sheets.

What Autosheet can do:

- Regular spreadsheet work: formula writing & fixes, pivot tables & charts, cell formatting, data analysis, error detection, data restructuring.
- Bulk AI processing, row by row from a single prompt: fuzzy deduplication, bulk enrichment, bulk scoring, bulk translation, bulk categorization, bulk content generation.

Representative use cases, with an example prompt each:

- Lead enrichment: "Fill CEO, headcount, recent news and fit score for every company in column A."
- Catalog operations: "For each product, write a 50-word description and translate it to French."
- Reporting pipelines: "Prepare an analysis of this campaign in the usual format."
- Workflow automation: "Append these new orders to the master sheet and refresh the totals tab."
- Spreadsheet subagent: "Append a row with these values; recompute the totals; fix any broken formulas."
- Embedded automations: "Pivot these orders by region and month, then return the result as JSON."

Connect over MCP:

Use the hosted MCP server at https://mcp.autosheet.com/mcp. Compatible clients connect over
streamable HTTP with OAuth; Google sign-in is completed in the browser.
Claude users can connect in one click from the connector directory:
https://claude.ai/directory/connectors/autosheet. Use the canonical MCP documentation below
for current, tested setup instructions by client.

A safe first prompt:

```text
Summarize this spreadsheet and flag anything that looks off: <your sheet URL>
```

Build with the API:

The API base URL is https://api.autosheet.com. Authenticate with an Autosheet API key
in the X-API-Key header. Start an agent by posting a prompt and a Google
Sheet URL or spreadsheet ID, then poll the agent until it returns to idle or
provide a webhook URL for completion callbacks. Create and manage API keys
at https://dashboard.gptforwork.com.

```bash
curl https://api.autosheet.com/v1/sheets/agents \
  --request POST \
  --header 'Content-Type: application/json' \
  --header "X-API-Key: $AUTOSHEET_API_KEY" \
  --data '{
  "prompt": "Score these leads against our scoring rules.",
  "spreadsheet_id": "1mGKj92RmNEm_FeZudRs6ExBFMTdlvTWtwC38rhUMC0I"
}'
```

Important operating guidance:

- Autosheet works directly in the live spreadsheet and applies changes by
  default. For high-impact work, ask it to show a plan first or process a
  small sample before continuing.
- Long-running work continues on Autosheet's servers. Check the existing
  agent's status rather than repeating the instruction, which can start a
  second agent on the same spreadsheet.
- The Autosheet API is in preview. For exact request schemas, response
  fields, model IDs, limits, statuses, webhooks, and errors, use the current
  OpenAPI specification or LLM-friendly API reference.
- API keys inherit the user's Google Sheets authorization and should be
  treated as secrets.

## Documentation

- [Autosheet product overview](https://autosheet.com/): capabilities, use cases, MCP connection options, API example, and product FAQ
- [Autosheet MCP documentation](https://raw.githubusercontent.com/run-autosheet/autosheet-mcp/main/README.md): canonical Markdown guide to MCP tools, tested clients, setup, usage, behavior, safe operation, limitations, and troubleshooting
- [Autosheet API reference for LLMs](https://autosheet.com/docs/api/llms.txt): complete plain-text API documentation, including authentication, endpoints, schemas, polling, webhooks, limits, and errors
- [Autosheet API reference](https://autosheet.com/docs/api): human-readable interactive API documentation and quick start
- [Autosheet OpenAPI specification](https://autosheet.com/docs/api/openapi.yaml): machine-readable OpenAPI 3.1 contract; authoritative for request and response schemas

## Product, models, and trust

- [Supported AI providers and models](https://gptforwork.com/docs/resources/models/ai-providers-and-models): current GPT for Work agent, bulk-processing, and search model catalog. For the exact model IDs available to an Autosheet API account, use the API configuration endpoint.
- [Pricing](https://gptforwork.com/pricing): current free-trial, subscription, pay-as-you-go, credit, and usage information
- [Security and privacy FAQ](https://gptforwork.com/docs/resources/security-and-privacy-faq): data handling, retention, encryption, compliance, authorization, and enterprise controls
- [Talarian Trust Center](https://security.talarian.io): security documentation, certifications, and responsible disclosure

## Optional

- [GPT for Work](https://gptforwork.com): parent service for Autosheet and GPT for Sheets
- [GPT for Sheets on the Google Workspace Marketplace](https://workspace.google.com/marketplace/app/gpt_for_sheets_and_docs/677318054654): Google Sheets add-on powered by the same agent engine — 4.8★, 7M+ installs
- [GPT for Work dashboard](https://dashboard.gptforwork.com): account, Google connection, API keys, credits, billing, limits, and team administration
- [Release notes](https://gptforwork.com/docs/resources/release-notes): recent product changes
- [Support](https://support.gptforwork.com/hc/en-us/requests/new): contact GPT for Work support
- [Terms](https://autosheet.com/terms): Autosheet terms of service
- [Privacy](https://autosheet.com/privacy): privacy policy
- [DPA](https://autosheet.com/dpa): data processing agreement
- [Legal notice](https://autosheet.com/legal-notice): company and publisher information