Your teams and AI agents are blocked—not by lack of models, but by fragmented, inaccessible data.

Even the best LLMs can’t help you if they can’t access the right data, or don’t understand your business context.

Get the business answers you need - in seconds - with MindsDB.

Search and AI analytics embedded in any app.

Ship AI-native apps without the overhead. Use MindsDB Open Source to connect to your databases, build AI workflows, and deliver intelligent predictions in minutes—not months.

No ETL. No black boxes. Just SQL, Python, and the tools you already know.

Get started on GitHub

Explore the Docs

Get the business answers you need - in seconds - with MindsDB.

Search and AI analytics embedded in any app.

Ship AI-native apps without the overhead. Use MindsDB Open Source to connect to your databases, build AI workflows, and deliver intelligent predictions in minutes—not months.

No ETL. No black boxes. Just SQL, Python, and the tools you already know.

Get started on GitHub

Explore the Docs

Get the business answers you need - in seconds - with MindsDB.

Analytics

Workflow Automation

AI Agents and Apps

Enterprise Data

Data Orchestration

ETL

Servicing

APIs

AI Reasoning and Planning

LLM Workflows

LLM Serving

Fine-Tuning

Embeddings

Re-rankings

Vector Storage

Text2SQL

Scalability

Security

Multi-tenancy

ETL Extraction Tools

Transformation Tools

Data Curation Tools

Easily connect AI with your data.

MindsDB lets you query your data using natural language and build with LLMs directly on top of your databases. It’s open source, developer-first, and insanely fast to get started.

• Connect to 200+ databases, APIs, and streams

• Use open or closed LLMs: Ollama, Claude, GPT, LLaMA, etc.

• Query in SQL, Python or REST

• Deploy locally, in the cloud, or embedded in your app

• Connect to 200+ databases,
APIs, and streams

• Use open or closed LLMs:
Ollama, Claude, GPT, LLaMA, etc.

• Query in SQL, Python or REST

• Deploy locally, in the cloud, or
embedded in your app

• Connect to 200+ databases, APIs,
and streams

• Use open or closed LLMs: Ollama,
Claude, GPT, LLaMA, etc.

• Query in SQL, Python or REST

• Deploy locally, in the cloud, or
embedded in your app

What can you build with MindsDB Open Source?

Explore Documentation

Natural language
SQL query assistants

Natural language SQL query assistants

Let users ask data questions in plain English and get accurate, SQL-driven answers instantly.

AI-powered
search and retrieval

AI-powered search and retrieval

Use LLMs to find, rank, and return the most relevant data or documents from complex sources.

Document summarization

Document

summarization

Automatically generate concise, readable summaries from long documents using AI.

Real-time
decision engines

Real-time decision engines

Embed AI models into your data workflows to drive fast, automated decisions as data changes.

Predictive analytics dashboards

Visualize forecasts and trends by training models directly on your database—no ML expertise required.

AI workflow

automation

AI workflow automation

Orchestrate tasks with intelligent agents that reason, plan, and act on your data autonomously.

Enterprise-grade Model Context Protocol (MCP) Server Support  

View docs

• Your unified Enterprise Data Gateway  
• Hundreds of data sources through a single MCP  
• Advanced security and governance  
• Handling complex AI workflows  
• High performance with data-native techniques

• Your unified Enterprise Data Gateway  
• Hundreds of data sources through a single MCP  
• Advanced security and governance  

• Handling complex AI workflows  
• High performance with data-native techniques

• Handling complex AI workflows  
• High performance with data-native
techniques

Hundreds of Out-of-the-Box Connectors

Databases & Warehouses

Cloud & SAAS Data Platforms

Document & File-Based Systems

Enterprise Apps & APIs

Vector Stores & AI Infra

FAISS

The AI Business Insights Solution

From Global Enterprises to Cutting-Edge AI Startups, we have a solution that will scale with you.

Contact sales for a demo

MindsDB Open Source

Free and extensible: Explore and prototype with the most popular knowledge aggregation system for AI, based on our Knowledge Base and Federated Query Engines.

Get started

CONNECT

Any data, manual integration

DEPLOY

Single Mind, container, server

UNIFY

Knowledge Base with manual updates

RESPOND

BYO-LLM, basic UI

MANAGE

Basic setup, config, logs

SCALE

Local / individual projects

Learn more

Minds Enterprise

Most Popular

Get a demo

UNIFY

Knowledge Base with dynamic updates

CONNECT

Any data, managed & supported integrations*

RESPOND

Managed LLMs, biz rules & personalized UI

DEPLOY

Unlimited Minds, clusters, HA / failover

MANAGE

RBAC, limits, privacy, observability

SCALE

Unlimited scale

Everything in Open Source, plus scale securely and reliably in production—VPC, on-prem, or serverless. Approaches 100% answer accuracy.

Learn more

MindsDB Open Source

Free and extensible: Explore and prototype with the most popular knowledge aggregation system for AI, based on our Knowledge Base and Federated Query Engines.

Get started

CONNECT

Any data, manual integration

DEPLOY

Single Mind, container, server

UNIFY

Knowledge Base with manual updates

RESPOND

BYO-LLM, basic UI

MANAGE

Basic setup, config, logs

SCALE

Local / individual projects

Learn more

Minds Enterprise

Most Popular

Get a demo

UNIFY

Knowledge Base with dynamic updates

CONNECT

Any data, managed & supported integrations*

RESPOND

Managed LLMs, biz rules & personalized UI

DEPLOY

Unlimited Minds, clusters, HA / failover

MANAGE

RBAC, limits, privacy, observability

SCALE

Unlimited scale

Everything in Open Source, plus scale securely and reliably in production—VPC, on-prem, or serverless. Approaches 100% answer accuracy.

Learn more

MindsDB Open Source

Free and extensible: Explore and prototype with the most popular knowledge aggregation system for AI, based on our Knowledge Base and Federated Query Engines.

Get started

CONNECT

Any data, manual integration

DEPLOY

Single Mind, container, server

UNIFY

Knowledge Base with manual updates

RESPOND

BYO-LLM, basic UI

MANAGE

Basic setup, config, logs

SCALE

Local / individual projects

Learn more

Minds Enterprise

Most Popular

Get a demo

UNIFY

Knowledge Base with dynamic updates

CONNECT

Any data, managed & supported integrations*

RESPOND

Managed LLMs, biz rules & personalized UI

DEPLOY

Unlimited Minds, clusters, HA / failover

MANAGE

RBAC, limits, privacy, observability

SCALE

Unlimited scale

Everything in Open Source, plus scale securely and reliably in production—VPC, on-prem, or serverless. Approaches 100% answer accuracy.

Learn more

MindsDB Open Source

Free and extensible: Explore and prototype with the most popular knowledge aggregation system for AI, based on our Knowledge Base and Federated Query Engines.

Get started

CONNECT

Any data, manual integration

DEPLOY

Single Mind, container, server

UNIFY

Knowledge Base with manual updates

RESPOND

BYO-LLM, basic UI

MANAGE

Basic setup, config, logs

SCALE

Local / individual projects

Learn more

Minds Enterprise

Most Popular

Get a demo

UNIFY

Knowledge Base with dynamic updates

CONNECT

Any data, managed & supported integrations*

RESPOND

Managed LLMs, biz rules & personalized UI

DEPLOY

Unlimited Minds, clusters, HA / failover

MANAGE

RBAC, limits, privacy, observability

SCALE

Unlimited scale

Everything in Open Source, plus scale securely and reliably in production—VPC, on-prem, or serverless. Approaches 100% answer accuracy.

Learn more

MindsDB Open Source

Free and extensible: Explore and prototype with the most popular knowledge aggregation system for AI, based on our Knowledge Base and Federated Query Engines.

Get started

CONNECT

Any data, manual integration

DEPLOY

Single Mind, container, server

UNIFY

Knowledge Base with manual updates

RESPOND

BYO-LLM, basic UI

MANAGE

Basic setup, config, logs

SCALE

Local / individual projects

Learn more

Minds Enterprise

Most Popular

Get a demo

UNIFY

Knowledge Base with dynamic updates

CONNECT

Any data, managed & supported integrations*

RESPOND

Managed LLMs, biz rules & personalized UI

DEPLOY

Unlimited Minds, clusters, HA / failover

MANAGE

RBAC, limits, privacy, observability

SCALE

Unlimited scale

Everything in Open Source, plus scale securely and reliably in production—VPC, on-prem, or serverless. Approaches 100% answer accuracy.

Learn more

*Managed refers to Enterprise-level support, maintenance, SLAs, and more. It also includes potential optimizations we may add that improve how Minds work at scale or in multi-tenant deployments.