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MindsHub (formerly MindsDB)
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MindsHub (formerly MindsDB)

Active·★ 39.8k·NOASSERTION·Updated 2026-09-16
★ Most Popular★ Trending★ Essential

MindsHub is the new direction of the project long known as MindsDB. The repository that once described a federated query engine for AI now hosts the platform superproject for MindsHub, an agent workspace for completing knowledge work and developing software with a choice of models. It brings together a desktop and web app, the agent backend and a data engine.

It is aimed at knowledge workers and teams who want agents to automate multi-step reading and writing work, such as reports, monitoring and recurring operations, and to build internal tools like apps, dashboards, decks, documents and analyses that can be published to a live URL. A secure vault connects systems such as BigQuery, Postgres, Gmail, Drive, HubSpot, Notion and Linear with credentials scoped per connection; a model router switches between frontier models (Claude, GPT, Gemini) and open models (DeepSeek, Qwen, Kimi); open-source agent harnesses can be swapped from a dropdown; and memory, skills and scheduling are built in.

Getting started: use the web app with no installation, download the desktop app for macOS or Windows, or build from source on Linux with `make setup` and `make dev`. A free tier is available, with paid plans for additional models and features.

#AI Database#Data Integration#SQL API#Machine Learning#AI Agents#Data Analysis
$ Install
$ pip install mindsdb
↗ Visit site★ GitHub
01

Features

01Connect to hundreds of enterprise data sources.
02Unify structured and unstructured data using knowledge bases and views.
03Automate data synchronization and transformation with scheduled jobs.
04Enable built-in AI agents to respond to queries over your data.
05Open-source, self-hostable, and highly customizable server architecture.
02

Why choose it

+Connects agents to many business data sources while keeping credentials scoped per connection.
+Model router across frontier and open models without separate keys for each provider.
+Turns agent output into shareable artifacts such as dashboards, apps and documents.
+Open-source (MIT) superproject that can be built and run from source.
03

Trade-offs

!The project has changed direction completely; documentation, tutorials and integrations written for MindsDB's SQL query engine do not apply.
!The hosted workspace is the main path, and frontier models and some features sit in paid plans.
!Repository naming is in transition (references to mindsdb/minds and mindsdb/mindshub), which can confuse when cloning.
04

Compatibility

Databases
Supported
Verified via docs
Data Warehouses
Supported
Verified via docs
SaaS Applications
Supported
Verified via docs
Model Context Protocol (MCP)
Native
Verified via docs
05

Quick start

1
$ pip install mindsdb
06

Use cases

↳Enabling AI-powered question-answering over diverse, large-scale enterprise data.
↳Building intelligent knowledge bases by unifying structured and unstructured data across sources.
↳Automating data synchronization and transformation for real-time AI and agent applications.
07

How it compares

≈vs AionUi: both are agent workspaces; AionUi runs local CLI agents on your files, MindsHub centres on connected business data and published artifacts.
≈vs Claude's Knowledge Work Plugins: those specialise Claude for job functions inside Cowork; MindsHub is a model-agnostic workspace of its own.
≈vs MCP Toolbox for Databases: if you still need agents to query databases directly, MCP Toolbox exposes them as MCP tools.
08

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On this page
01Features02Why choose it03Trade-offs04Compatibility05Quick start06Use cases07How it compares08Alternatives
Stats
GitHub Stars★ 39.8k
Last commit3w ago
StatusActive
LicenseNOASSERTION
CategoryWorkflow Automation
Trend (30d)
+1.5k↑ 4.9%
Links
Documentation↗Discussion↗Issues↗Releases↗

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