Developer Tools
Seedfast
Synthetic test data generator for PostgreSQL that reads your live schema and generates realistic data without production data
Seedfast generates synthetic, relational test data from your PostgreSQL schema for teams that cannot use production data in development and testing
Overview

A look at seedfa.st
Seedfast is a synthetic test data generator that reads your live PostgreSQL database schema and produces realistic, relationally valid data without ever accessing production databases. It generates data from schema structure alone, ensuring foreign keys point to real rows, constraints are satisfied, and distributions match production patterns.
The tool works as a CLI, an MCP server for AI editors like Claude and Cursor, and a CI/CD pipeline step. It handles complex schemas with foreign keys, composite keys, multi-level dependencies, check constraints, unique constraints, enums, and JSON columns. Most runs complete in under three minutes.
Seedfast is designed for teams in regulated industries where production data cannot leave secure environments. It eliminates the need for seed scripts, production data copying, or anonymization workflows. Data generated is coherent across tables—names match emails and locales, orders belong to customers who exist, and timestamps line up.
Feature notes
- Reads live database schema to generate coherent test data automatically
- Generates realistic data at scale from hundreds to tens of millions of rows
- Maintains foreign key integrity and constraint satisfaction
- Generates localized data with culturally appropriate names and formats
- Works as CLI, MCP server for AI editors, and CI/CD pipeline step
- Handles complex schemas with composite keys and multi-level dependencies
- Plan preview shows exactly what will be seeded before writing any rows
- Never requires access to production databases
- Generates data with realistic distributions across columns and tables
- Most runs complete in under three minutes
Pricing
Pricing model: Freemium
Free plan: $5 of monthly credits ($10 with work email), around 8 seeding runs per month on a 30-table schema. Basic plan: $16/month with $32 of monthly credits (2x payment), around 50 runs per month. Premium plan: $69/month with $180 of monthly credits (2.6x payment), around 300 runs per month, prio
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FAQ
- What is Seedfast?
- Seedfast generates synthetic test data from your live database schema, so an empty environment gets a full, coherent dataset with no production records in it. It reads your schema, run one command, and every table comes back filled with foreign keys resolved and constraints satisfied.
- How is Seedfast different from Faker or hand-written seeding scripts?
- Faker generates values for individual fields but doesn't understand how your tables connect. You're left writing relational logic yourself. Seedfast reads your schema and produces data that's coherent across tables, relationships, and constraints out of the box, and every schema change doesn't require rewriting scripts.
- What databases are supported?
- PostgreSQL is fully supported, including Supabase, Neon, and Amazon RDS. Seedfast went PostgreSQL-first because it has the richest constraint and relationship system. Support for MySQL, Oracle, and SQLite is in development.
- How much does one seeding run cost?
- A full session on a 30-table schema costs about 60 cents in credits. The free plan includes roughly 8 runs per month, Basic plan around 50 runs, and Premium plan around 300 runs on a 30-table schema.
- Why not just clone or anonymize production data?
- Cloning or anonymizing production data is harder and more expensive than it looks. The tools that handle relational integrity properly are mostly enterprise-grade and contact-sales: slow to procure, slow to integrate, and a real cost line in the budget. And even with the right tooling in place, real customer data still leaves the production boundary; you've reduced the risk, not removed it. Seedfast skips the whole loop. Nothing real ever leaves production, so there's nothing to anonymize and no vendor pipeline to maintain.
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