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.

Build knowledge across all data sources.

MindsDB knowledge bases transform scattered data into actionable insights.

From tables to documents, structured and unstructured data come together in one place. Standardize RAG across your entire stack, avoid fragmented solutions, and eliminate AI technical debt in seconds.

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

Build knowledge across all data sources.

MindsDB knowledge bases transform scattered data into actionable insights.

From tables to documents, structured and unstructured data come together in one place. Standardize RAG across your entire stack, avoid fragmented solutions, and eliminate AI technical debt in seconds.

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

What can you build with MindsDB Open Source?

What can you build with
MindsDB Open Source?

Explore Documentation

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.

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

Enterprise-grade Model Context Protocol (MCP) Server Support



• 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

• Your unified Enterprise Data Gateway


• Hundreds of data sources through a single MCP


• Advanced security and governance



• 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

• 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

Frequently Asked Questions

What is a federated data engine and how does MindsDB implement it?

How do MindsDB Knowledge Bases work with unstructured data?

What types of applications can I build with MindsDB Open Source?

How many data sources does MindsDB support and what categories do they cover?

Is MindsDB suitable for production enterprise deployments or just prototyping?

What is a federated data engine and how does MindsDB implement it?

How do MindsDB Knowledge Bases work with unstructured data?

What types of applications can I build with MindsDB Open Source?

How many data sources does MindsDB support and what categories do they cover?

Is MindsDB suitable for production enterprise deployments or just prototyping?

What is a federated data engine and how does MindsDB implement it?

How do MindsDB Knowledge Bases work with unstructured data?

What types of applications can I build with MindsDB Open Source?

How many data sources does MindsDB support and what categories do they cover?

Is MindsDB suitable for production enterprise deployments or just prototyping?

What is a federated data engine and how does MindsDB implement it?

How do MindsDB Knowledge Bases work with unstructured data?

What types of applications can I build with MindsDB Open Source?

How many data sources does MindsDB support and what categories do they cover?

Is MindsDB suitable for production enterprise deployments or just prototyping?

What is a federated data engine and how does MindsDB implement it?

How do MindsDB Knowledge Bases work with unstructured data?

What types of applications can I build with MindsDB Open Source?

How many data sources does MindsDB support and what categories do they cover?

Is MindsDB suitable for production enterprise deployments or just prototyping?

Start Building with MindsDB Today

Power your AI strategy with the leading AI data solution.

© 2026 All rights reserved by MindsDB.

Start Building with MindsDB Today

Power your AI strategy with the leading AI data solution.

© 2026 All rights reserved by MindsDB.

Start Building with MindsDB Today

Power your AI strategy with the leading AI data solution.

© 2026 All rights reserved by MindsDB.

Start Building with MindsDB Today

Power your AI strategy with the leading AI data solution.

© 2026 All rights reserved by MindsDB.