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Mockaroo

Realistic test data generator that creates up to 1,000 rows per file in CSV, JSON, SQL, and Excel formats, with a mock API endpoint for live testing.

Generate realistic test data for a new app's database schema during development
Create mock API endpoints to test frontend components before the backend is ready
Seed a staging database with thousands of fake user records for load testing

1,000 rows per file, 200 API requests/day, all features included

Use the web UI to define your schema with 70+ built-in types (names, addresses, dates, etc.) — no signup needed. Download CSV/JSON/SQL directly. For API mocking, sign in with Google to get a REST endpoint that returns your schema on demand (200 requests/day). Use the formula editor to create complex derived fields. Export schemas to share with your team. For larger datasets (100K+ rows), the $60/year Silver plan is worth it.

Go to mockaroo.com → Define fields by clicking 'Add another field' → Choose data types (first name, email, etc.) → Set row count (max 1,000 free) → Select format (CSV/JSON/SQL) → Click 'Download Data' → For API: sign in → copy the REST URL → use it in your app.

Pros

  • No signup required: Generate and download data instantly without creating an account — just define schema and download
  • Rich data types: 70+ built-in types including addresses, phone numbers, credit cards, and custom formulas with regex support
  • Mock API included: Free tier includes 200 API requests/day — enough for local development and prototyping

Cons

  • Row limit: Free tier caps at 1,000 rows per download — need Silver ($60/yr) for 100K+ rows
  • API rate limit: 200 API requests/day may not be enough for integration tests in CI/CD pipelines
  • No offline mode: Requires internet connection — no local CLI tool for air-gapped environments