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Mindshub

Mindshub is an open-source agent workspace for knowledge work and software development, combining interchangeable agent harnesses with a choice of models and providers.

Explore the practical guide ↓

Independent OpenViST project profile, based on linked sources.

Mindshub — OpenViST project profile in Agent Frameworks.
OpenViST project illustration. See the linked sources for product details.
Understand the project

Practical overview

When it fits

Use Mindshub when a workflow involves research, analysis, content creation or software development and model or agent-harness choice matters.

Who it is for

  • Creators, strategists and operators automating reading-and-writing workflows.
  • Developers building or running software-development assistance.
  • Teams producing shareable documents, dashboards, apps, decks, analyses or code.

Documented uses

  • Automate repetitive, multi-step knowledge work.
  • Research, analyse and create content.
  • Develop software and internal AI tools.
  • Connect selected business data sources to agent workflows.
  • Turn agent output into artifacts that can be published to a live URL.
Before you choose

Requirements & limits

The documented access paths are a web app, macOS and Windows desktop downloads, and source builds. The README describes the service as free to start, with a Pro offering; consult the linked pricing page for current terms.

  • Whether you need the web app, desktop app or source-build route.
  • Whether switching among listed models and providers is important.
  • Whether connected data, memory, reusable skills or scheduling fit the workflow.
  • Whether open-source harnesses and an MIT-licensed repository are relevant to your use.
  • Whether the required output is a document, dashboard, app, deck, analysis or code artifact.

Check current requirements in the official documentation. Source-based guidance does not mean OpenViST has run or independently tested this project.

Source-based practical guide

Build and launch Mindshub from source

Set up the repository and launch its desktop or browser development mode.

Before you start

  • A local development environment able to clone the public repository and run its documented Make targets.
  • The repository with submodules included.

Steps

  1. Clone the repository recursively with the command below, then enter the directory.

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

  2. Install dependencies with the command below.

    Documented command
    make setup

  3. Launch the desktop app with hot reload using the command below or the command below, or launch the browser web app with the command below.

    Documented command
    make dev
    Documented command
    make watch
    Documented command
    make dev-web

Expected outcome

A locally running desktop or web development instance with hot reload.

Guide limitations

  • The documentation provided does not specify supported operating systems for the source build.
  • This is a development setup; the documented commands do not establish a production deployment.
Documentation 1 ↗
Evidence and transparency

Sources & review

Official repository ↗
Source record details
Source availability
Active
Sources checked
1 October 2026
Original website title
mindsdb/mindshub · Official homepage title · retained in its source language
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