โ€” Data Tool

MindsDB

Last updated 2026-07-13 ยท Reviewed by ToolForge Editorial

The AI database that brings machine learning and forecasting directly to your data.

โ˜… 4.2/5 ยท 300K+ developers ยท Since 2017 ยท Free OSS + cloud

ML that lives next to your data

MindsDB is an AI database / query engine that lets you train models and run predictions using SQL โ€” bringing ML to where your data already lives (Postgres, MySQL, Snowflake, ClickHouse). Great for forecasting and anomaly detection without a separate ML pipeline.

Who it's for: Data engineers and analysts who want ML without leaving SQL.

Key features

๐Ÿง  ML in SQL

CREATE MODEL and query predictions with SQL.

๐Ÿ”— Connect anything

Links to 200+ data sources and apps.

๐Ÿ“‰ Forecasting

Time-series and anomaly models built in.

๐Ÿ”“ Open source

Self-host or use MindsDB Cloud.

The honest take

โœ“ What works

  • No separate ML stack needed
  • Works with your existing DB
  • Open source
  • Broad connector support

โœ— What doesn't

  • Learning curve for SQL-based ML
  • Advanced cases need tuning
  • Cloud pricing for scale
  • Smaller community than Pandas

Verdict

The pragmatic way to add prediction to an existing data stack. If you already think in SQL, MindsDB feels like ML finally showed up to your database.

๐Ÿ’ก Transparency: This review contains affiliate links. If you sign up through our link, we may earn a commission at no cost to you. We only recommend tools we use ourselves. Full disclosure.

Try MindsDB today

Free Open source ยท Free OSS + cloud

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