MindsDB
Officially listedAI data analysis platform that builds and deploys ML models with SQL across 200+ data sources
MindsDB
MindsDB is an AI data analysis platform that embeds machine learning capabilities directly into databases, letting you build and deploy AI models across 200+ data sources with SQL commands. Its core idea is "bring ML to where the data lives," enabling real-time predictions and natural language queries without data migration. 38,800+ GitHub stars and $53.7 million in funding (from Benchmark, NVIDIA, and others) attest to its technical strength.
Core Capabilities
- SQL-native modeling: Create, train, and deploy ML models just by writing SQL, abstracting AI models as data tables
- 200+ data source integrations: Connect databases, data warehouses, SaaS applications, and vector databases, with data staying in place
- Natural language queries: Ask questions in plain English to get insights, no complex query languages required
- Real-time analytics engine: Delivers insights in 5 minutes vs 5 days for traditional dashboards, with real-time predictions and automated workflows
- AI Agents and MCP: Intelligent agents perform federated queries across databases and knowledge bases via Model Context Protocol
- Transparent results: Full visibility into analysis reasoning and data sources, with RAG and hybrid search support
Best For Data analysts fluent in SQL but unfamiliar with Python/ML frameworks who need to quickly add ML capabilities like time series forecasting or churn prediction; teams with data scattered across multiple systems who want to avoid ETL migration.
Unique Advantages The market's only fully open-source SQL-driven ML platform, with the Pro plan at $35/month far below Obviously AI's $75/month. Production-grade apps can be deployed within 48 hours; success cases include financial services automation (processing time cut from 15 minutes to 2 minutes) and cost reduction ($500,000 saved annually).
Editor's Review A pioneering "SQL-driven machine learning" paradigm that dramatically lowers the AI barrier. The cloud Pro plan's 250 queries/month limit is tight; high-frequency users need to upgrade to Teams. Best suited to SQL-first analysts — nearly the best choice for time series forecasting and multi-source integration scenarios. User feedback indicates early bugs have improved, and product maturity improved significantly in 2026.
Pricing
### 💰 定价模式：免费增值（开源+云托管） **起步价**：免费（开源社区版 + 云免费版） #### 主要方案 - **Community版**：$0 - MIT+Elastic开源许可，本地部署，BYO LLM - **Free云版**：$0/月 - 50次查询/月，6种数据源集成 - **Pro版**：$35/月 - 250次查询/月，3个数据源，托管LLM - **Teams版**：定制报价 - 无限用户和查询，VPC部署，企业支持 #### 试用/其他信息 Pro版按月计费随时可取消，Teams版需年度订阅。开源版可自行部署，完全控制环境。 — Visit website
FAQ
Is MindsDB free?
There is a completely free open-source community edition (MIT+Elastic licenses) and a cloud free tier (50 queries/month). Pro is $35/month; Teams requires a custom quote.
What can MindsDB be used for?
Build AI models across 200+ data sources with SQL commands, enabling time series forecasting, customer churn prediction, natural language queries, real-time analytics, and automated decision workflows.
Which data sources does MindsDB support?
Supports 200+ integrations, including databases (PostgreSQL, MySQL, MongoDB), data warehouses (Snowflake, BigQuery, Redshift), SaaS applications (Slack, Gmail, Salesforce), and vector databases.
How is MindsDB different from Databricks AI?
MindsDB brings ML to data where it lives via SQL, aimed at analysts and data engineers, fully open source and inexpensive. Databricks launches ML projects inside its Lakehouse, aimed at ML engineers, with more mature enterprise data governance.
Does MindsDB require migrating data?
No. Data stays in its original location (databases, SaaS apps, etc.); MindsDB queries it in real time through its Handler mechanism, avoiding ETL pipelines, with changes reflected immediately.
Is MindsDB suitable for non-technical users?
It supports natural language queries, but core features require SQL basics. Users entirely unfamiliar with SQL may be better served by pure no-code tools like Obviously AI.
What are MindsDB's query limits?
Cloud free tier: 50 queries/month; Pro: 250 queries/month; Teams: unlimited queries. The open-source community edition deployed locally has no limits.
What success cases does MindsDB have?
Financial services automated post-call workflows (processing time cut from 15 minutes to 2 minutes), Domuso saving $500,000 a year, and aiComply cutting cybersecurity certification costs by 90%.