SynthForge IO
SynthForge IO generates synthetic data from database schemas for development, QA, and load testing.
What SynthForge IO is
SynthForge IO generates synthetic data from database schemas for development, QA, and load testing. You can define a model in plain English, use a visual editor, import SQL DDL, or begin with a template. During generation, it orders related tables by dependency and links child foreign keys to existing parent rows. Its generators cover 152 field types across 19 categories, with value constraints, statistical distributions, and conditional overrides. Export options include CSV, SQL for PostgreSQL, MySQL, SQL Server, SQLite, MariaDB, DuckDB, and CockroachDB, plus JSON, JSONL, and Parquet. MongoDB-ready data is available in JSON or JSONL. The web app and API are available, and personal API keys use Bearer-token authentication for jobs from curl, Python, or the CLI. Hosted MCP is in open beta for Claude, Cursor, and Streamable HTTP clients. The free plan includes the first 20,000 rows per dataset; limits include 1,000,000 rows per table and 1 GB per download.
Good
- Build schemas in plain English, visually, from SQL, or templates.
- Preserves parent-child foreign-key relationships during generation.
- Offers 152 field types across 19 categories.
- Exports CSV, SQL, JSON, JSONL, and Parquet.
- Free plan covers the first 20,000 rows per dataset.
Watch out
- No free trial is listed.
- Downloads are limited to 1 GB.
- Stored datasets are kept about 24 hours.
- AI features may send descriptions and schemas to third parties.
Who it suits
It suits application developers, QA engineers, and data engineers who need realistic test datasets, including at production-scale volumes. Its range of schema inputs, exports, and API access may fit teams with different data workflows.
Verdict
SynthForge IO combines multiple schema-design paths with relationally aware generation and several export formats. Note that it does not de-identify production data and lacks SOC 2 and HIPAA attestations.
Plans and prices
From SynthForge IO's own pricing page, checked 30 Sep 2026.
| Plan | Price | What it gives you |
|---|---|---|
| Free | Free | First 20,000 rows of each dataset free in web app and browser-approved MCP · 1,000,000 rows per table · 1 GB per download · 5 GB stored datasets per account · generated datasets kept about 24 hours |
| Credits | $5, paid once | 1 credit = 1 cent · web/MCP browser sessions: 2 credits plus 1 per 25,000 rows beyond the free allowance · API-key jobs metered from the first row · API-key AI schema design: 8 credits per table, up to 80 · $5 buys 500 credits; larger packs: $50 buys 6,000 credits and $100 buys 13,000 credits |
The facts
Each one read from SynthForge IO's own pages, with the date it was checked.
What it does
- AI agent integration
- Hosted MCP is in open beta and supports Claude, Cursor, and Streamable HTTP MCP clients.checked 30 Sep 2026
- AI data handling
- Descriptions and schema structures may be sent to third-party AI providers, including xAI, OpenAI, and Anthropic, when AI features are used.checked 30 Sep 2026
- API access
- Personal API keys authenticate with Bearer tokens and can generate datasets from curl, Python, or the CLI.checked 30 Sep 2026
- Compliance and masking
- The maker says SynthForge does not de-identify production data and does not have a SOC 2 or HIPAA attestation.checked 30 Sep 2026
- Database compatibility
- Supported SQL dialects are PostgreSQL, MySQL, SQL Server, SQLite, MariaDB, DuckDB, and CockroachDB; MongoDB-ready data is available as JSON or JSONL.checked 30 Sep 2026
- Exports
- It exports CSV, SQL for seven dialects, JSON, JSONL, and Parquet.checked 30 Sep 2026
- Generators
- The product offers 152 field types across 19 categories, with value constraints, statistical distributions, and conditional overrides.checked 30 Sep 2026
- Intended users
- The maker describes the product for application developers, QA engineers, and data engineers working with realistic test data and production-scale volumes.checked 30 Sep 2026
- Notable generation limit
- The pricing page caps generation at 1,000,000 rows per table and limits downloads to 1 GB.checked 30 Sep 2026
- Purpose
- SynthForge IO generates realistic synthetic test data from database schemas for development, QA, and load testing.checked 30 Sep 2026
- Relational integrity
- Generation orders tables by dependencies and keeps child foreign keys pointed at existing parent rows.checked 30 Sep 2026
- Schema design
- Users can describe a data model in plain English, build it in a visual editor, import SQL DDL, or start from templates.checked 30 Sep 2026
- Security
- The privacy policy says data in transit uses HTTPS, API access requires authentication, and stored generated datasets are encrypted and automatically deleted after roughly 24 hours.checked 30 Sep 2026
- Support
- The maker directs users who need higher limits or additional beta credits to contact support by email.checked 30 Sep 2026
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