minds

mindsdb/minds

Delegate anything. It comes back done.

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Makefile MITLast pushed Jul 1, 2026

Overview

MindsHub Cowork is a unified workspace for open-source agents that handle tasks such as research, analysis, reporting, and more. It connects data to the right models and runs open-source agents to produce shareable results from any source environment.

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Install

git clone https://github.com/mindsdb/minds

README

MindsHub Cowork

The unified workspace where open-source agents get work done for you.

Delegate anything. It comes back done.

Website · Docs · Web app · Pricing · Discord

MindsHub Cowork — the unified workspace

MindsHub Cowork is the unified workspace where you delegate entire tasks — research, analysis, reporting, scheduled operations — and collect finished, shareable results. Connect your data, route each step to the right model, run open-source agents, and turn their output into artifacts you can publish. It's open source and runs anywhere — your machine, your VPC, or the hosted app.

This repository is the platform superproject: it pulls together the desktop/web app, the agent backend, and the data engine so you can build and run the whole stack from source.

Get started

Pick whichever fits:

Free to start. Pro adds all frontier models and private artifacts — see pricing.

What you can do

For every knowledge worker — creators, strategists, and operators:

  • Automate repetitive, multi-step work that involves reading and writing: reports, monitoring, recurring workflows, and scheduled operations.
  • Build internal AI tools and artifacts — apps, dashboards, decks, docs, analyses — without engineering, and publish them to a live URL to share with your team.

What's inside

  • Connected data. A secure vault links systems like BigQuery, Postgres, Gmail, Drive, HubSpot, Notion, and Linear. Credentials stay scoped per connection — agents never see raw keys.
  • Model Router. Switch between frontier models (Claude, GPT, Gemini) and open models (DeepSeek, Qwen, Kimi) without wiring up a key for each provider.
  • Open agents. Run interchangeable open-source harnesses — Anton (default) and Hermes — swappable from a dropdown.
  • Artifacts. Turn agent output into documents, dashboards, apps, and code, and publish to a live URL.
  • Memory, skills & scheduling. Cross-session memory, a reusable skill library, and tasks that run on a schedule.

Build from source

1. Clone the repository

git clone --recurse-submodules https://github.com/mindsdb/minds.git
cd minds

2. Install dependencies

make setup

3. Run

ModeCommand
Desktop app (Electron) with hot reloadmake dev or make watch
Web app in browser with hot reloadmake dev-web
Production buildmake build
Package for macOSmake dist-mac
Package for Windowsmake dist-win
Build macOS .app from local uncommitted sourcemake pack-local
Wipe all local installs + data (fresh start)make flush

Fresh start: make flush removes the local runtime (the cowork-server uv tool and the backend/*/.venvs) and deletes app stat