Upload a file. Get APIs, MCP tools, and shareable data—instantly.

Skip the backend work. Upload any data format—CSV, Excel, Parquet, JSON, Avro—then filter, join across formats, aggregate, and transform visually. Generate production APIs and AI agent tools in seconds—no code, no infrastructure, no waiting.

Instant Data Preview

Upload and start working—zero setup

Drop in a CSV, Excel, or Parquet file and see your data in seconds. Every transformation you make is tracked as a reversible step, so you can experiment freely and undo mistakes instantly.

  • Instant preview: Your data loads in a live table with automatic summaries and row counts.
  • Step-by-step history: Every filter, join, or calculation is saved so you can jump back to any version.
  • No learning curve: Plain language tooltips and visual controls—no SQL or scripting needed.
  • Works with your files: Supports CSV, TSV, Excel (.xlsx), Parquet, and JSON formats.
InstantRows data preview table with column and row summaries

See your data immediately—no database setup or configuration required.

InstantRows API configuration modal with endpoint preview and column selection

Configure APIs per transformation step—control exactly what data gets exposed.

Instant APIs

Turn any data step into a live API in 30 seconds

Pick which columns to expose, set row limits, and generate an API key. You get a working endpoint with automatic OpenAPI documentation—no backend code required.

  • Automatic security: Every API gets a unique key with configurable rate limits and row caps.
  • OpenAPI docs included: Share ready-to-use documentation with developers or AI tools.
  • Built-in filters: Let API consumers filter by any column without writing query logic.
Visual Transformations

Filter, join, aggregate, and format—no SQL required

Every transformation happens through visual controls. Click to filter, join datasets, group by columns, or format values. Each action is saved as a step you can share, duplicate, or undo.

  • Live updates: See results instantly as you apply filters, sorts, or calculations.
  • Cross-format joins: Join CSV with Parquet, JSON with Excel, or any format combination—no file conversion required.
  • Full transformation toolkit: Filter rows, aggregate by groups, format columns, and create computed fields—all visually.
  • Shareable workflows: Every step is saved in a timeline you can share with teammates or export as a workflow.
Transform history drawer showing step navigation in InstantRows

Your transformation history—jump to any step or share the entire workflow.

AI Agent Tools (MCP)

Generate Model Context Protocol tools for AI agents like Claude or ChatGPT. Select columns, set limits, and get a working tool in seconds. Your data becomes instantly queryable by AI—no backend setup required.

MCP tool configuration modal highlighting selectable columns

REST APIs in Seconds

Click to generate a REST API from any transformation step. You get a live endpoint, automatic OpenAPI documentation, API keys, and rate limiting—all configured through a simple form.

API configuration modal showing generated endpoints and sample code

Cross-Format Data Joins

Join CSV with Parquet. Blend JSON with Excel. Combine Avro with TSV—any format with any other. No conversion needed. Just match columns visually, pick your join type, and see unified results instantly.

Join modal preview demonstrating column matching between datasets

Built for developers and non-technical teams

Whether you're a developer who wants to skip backend boilerplate or a non-technical user who needs working APIs, InstantRows meets you where you are.

For developers

Skip writing CRUD endpoints, managing databases, and building query APIs. Export workflows as code or use our APIs directly—your choice.

For non-technical users

No SQL, no coding, no waiting for engineering. Transform data, create APIs, and publish AI tools through visual forms and simple clicks.

Secure by default

Every API and tool gets automatic authentication, rate limiting, and column-level access controls—no security configuration needed.

Ship data products in minutes, not weeks

Stop waiting on backend engineers to build APIs or data pipelines. Upload a file, transform it visually, and generate production-ready APIs and AI tools instantly—all without writing code.