---
title: "minds"
type: "tool"
slug: "mindsdb-minds"
canonical_url: "https://www.graphcanon.com/tools/mindsdb-minds"
github_url: "https://github.com/mindsdb/minds"
homepage_url: "https://mindshub.ai"
stars: 39381
forks: 6220
primary_language: "Makefile"
license: "MIT"
categories: ["developer-tools", "ai-agents"]
tags: ["llms", "agents", "ai", "analytics", "bigquery", "databases"]
updated_at: "2026-07-07T18:19:00.972874+00:00"
---
# minds
> Delegate anything. It comes back done.
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.
## Facts
- Repository: https://github.com/mindsdb/minds
- Homepage: https://mindshub.ai
- Stars: 39,381 · Forks: 6,220 · Open issues: 3 · Watchers: 439
- Primary language: Makefile
- License: MIT
- Last pushed: 2026-07-01T22:24:36+00:00
## Categories
- [Developer Tools](/categories/developer-tools.md)
- [AI Agents](/categories/ai-agents.md)
## Tags
llms, agents, ai, analytics, bigquery, databases
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## README (excerpt)
```text
# MindsHub Cowork
**The unified workspace where open-source agents get work done for you.**
_Delegate anything. It comes back done._
[Website](https://mindshub.ai/?utm_source=github&utm_medium=repo-readme&utm_campaign=minds-readme) ·
[Docs](https://docs.mindshub.ai/?utm_source=github&utm_medium=repo-readme&utm_campaign=minds-readme) ·
[Web app](https://console.mindshub.ai/?utm_source=github&utm_medium=repo-readme&utm_campaign=minds-readme) ·
[Pricing](https://mindshub.ai/pricing?utm_source=github&utm_medium=repo-readme&utm_campaign=minds-readme) ·
[Discord](https://mindshub.ai/discord)
**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:
- **Web — nothing to install.** Open **[console.mindshub.ai](https://console.mindshub.ai/?utm_source=github&utm_medium=repo-readme&utm_campaign=minds-readme)** and sign in.
- **macOS.** [Download the desktop app](https://downloads.mindsdb.com/mindshub-cowork/mac/mindshub-cowork-latest.pkg) (`.pkg`).
- **Windows.** [Download the desktop app](https://downloads.mindsdb.com/mindshub-cowork/windows/mindshub-cowork-latest.exe) (`.exe`).
- **Run it open source.** [Build from source](#build-from-source) — see below.
Free to start. Pro adds all frontier models and private artifacts — see [pricing](https://mindshub.ai/pricing?utm_source=github&utm_medium=repo-readme&utm_campaign=minds-readme).
## 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**
```bash
git clone --recurse-submodules https://github.com/mindsdb/minds.git
cd minds
```
**2. Install dependencies**
```bash
make setup
```
**3. Run**
| Mode | Command |
|---|---|
| Desktop app (Electron) with hot reload | `make dev` or `make watch` |
| Web app in browser with hot reload | `make dev-web` |
| Production build | `make build` |
| Package for macOS | `make dist-mac` |
| Package for Windows | `make dist-win` |
| Build macOS `.app` from local uncommitted source | `make 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/*/.venv`s) and deletes app stat
```
---
**Machine-readable endpoints**
- JSON: [`/api/graphcanon/tools/mindsdb-minds`](/api/graphcanon/tools/mindsdb-minds)
- LLM index: [/llms.txt](/llms.txt)
- Full corpus: [/llms-full.txt](/llms-full.txt)
_GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_