The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Mindshub
The unified workspace where open-source models get things done for you.
Install
git clone https://github.com/mindsdb/mindshubInstall command taken from the project's README or registry entry. Always review code before running it.
README excerpt
Read full README on GitHub →MindsHub is an agent workspace for completing knowledge work and developing software, with open-source agent harnesses and a choice of models.
Website · Docs · Web app · Pricing · Discord
Read this in: 中文 · Español · Português · हिन्दी
MindsHub gives you the freedom to choose among models and providers instead of being locked into one ecosystem. Use its agent workspace for research, analysis, content creation, and software development. It is open source and can run on your machine, in your VPC, or through 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.
For building intelligence into agents and products through one API, see MindsHub Inference. It provides a choice of models and providers with one set of controls and one bill.
Get started
Pick whichever fits:
- Web — nothing to install. Open console.mindshub.ai and sign in.
- macOS. Download the desktop app (
.pkg). - Windows. Download the desktop app (
.exe). - Linux. Build from source.
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
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