Interactive computing notebooks for data science
Jupyter is the open-source interactive computing platform providing notebook interfaces for data science, ML, scientific computing, and education. Notebooks combine live code, equations, visualizations, and narrative text. Supports 40+ languages via kernels including Python, R, Julia, and Scala. JupyterLab provides a modern IDE-like interface. JupyterHub enables multi-user deployments. The standard tool for computational research and data exploration worldwide.
Foundational platform for interactive computing. Notebooks combine code, text, equations, visualizations.
JupyterLab IDE interface. 40+ language kernels. Full scientific Python ecosystem integration.
JupyterHub for multi-user deployments. Managed via Google Colab, SageMaker, Deepnote.
100% free and open-source under the BSD-3-Clause license governed by Project Jupyter and NumFOCUS ($0 software cost). Self-hosted on local hardware or scalable cloud infrastructure via JupyterHub, with zero licensing fees.
full pricing breakdown →Web, Self-hosted, Docker
Federated SQL and semantic search across live data for AI agents
MindsDB Query Engine is a self-hosted, SQL-compatible federated query layer for AI agents. It connects live databases, warehouses, SaaS apps, documents, and vector stores without requiring a separate ETL pipeline; adds knowledge bases for semantic and hybrid retrieval; and exposes the result through SQL, MCP, HTTP, and MySQL/PostgreSQL-compatible interfaces. It is separate from MindsHub, the same team's hosted agent workspace.
Verification dates are editorial checks. Routine CMS saves and automatic updatedAt timestamps do not advance them.
Jupyter is the open-source interactive computing platform providing notebook interfaces for data science, ML, scientific computing, and education. Notebooks combine live code, equations, visualizations, and narrative text. Supports 40+ languages via kernels including Python, R, Julia, and Scala. JupyterLab provides a modern IDE-like interface. JupyterHub enables multi-user deployments. The standard tool for computational research and data exploration worldwide.
Yes — Jupyter is open source and free to use. 100% free and open-source under the BSD-3-Clause license governed by Project Jupyter and NumFOCUS ($0 software cost). Self-hosted on local hardware or scalable cloud infrastructure via JupyterHub, with zero licensing fees.
Yes — Jupyter is open source.
Yes — Jupyter is active. Its listing was last verified on September 6, 2026.
The first editor-selected Jupyter alternatives are MindsDB Query Engine.
computed discovery: shared active categories
The AI-first code editor
AI-first code editor built as a VS Code fork that deeply integrates LLMs into every part of the development workflow. Features Tab autocomplete with multi-line predictions, Cmd+K inline editing, AI chat with full codebase awareness, and Agent mode for autonomous multi-file edits with terminal execution. Supports GPT-4, Claude, and more with automatic context from project files and docs. Includes privacy mode for SOC 2 compliance. The leading AI-native IDE with 100K+ paying users.
The industry standard code editor
Microsoft's free, open-source code editor that has become the most widely used development environment in the world. Lightweight but powerful, with built-in Git, integrated terminal, IntelliSense, debugger, and tens of thousands of extensions. Recent updates add Agent mode for delegating coding tasks to AI, Model Context Protocol (MCP) support, and Next Edit Suggestions. Native GitHub Copilot, remote development via SSH/containers/WSL, and a browser version at vscode.dev.
Agent-first development platform from Google with desktop app and CLI
Google Antigravity is Google's AI-powered agentic development platform, announced in November 2025 and expanded with Antigravity 2.0 at I/O 2026, that places autonomous AI agents at the center of software development. Distributed as both a VS Code-based desktop app and the new Antigravity CLI, it runs planning, implementation, and verification agents — backed by Gemini 3.1 Pro/Flash, Claude Sonnet/Opus 4.6, and GPT-OSS 120B — across editor, terminal, and browser.
AI coding agent by JetBrains for autonomous task execution
Junie is JetBrains’ AI coding agent for autonomous task execution inside JetBrains IDEs and Android Studio. It helps plan implementation steps, write and inspect code, run tests, and collaborate through code and ask modes. Current JetBrains AI positioning lists Claude, GPT, Gemini, Grok, local-model options, and provider-choice paths, with AI Ultimate recommended for regular Junie usage.
Instant cloud dev environments
GitHub Codespaces is a cloud-hosted development environment that spins up a full VS Code workspace in a dev container directly from any GitHub repo. Configurable via devcontainer.json, prebuilt for fast cold starts, and accessible through the browser or local VS Code. Used by teams that want zero-setup onboarding, consistent environments, and reproducible builds across platforms.
Instant full-stack dev in browser
StackBlitz is a browser-based development environment powered by WebContainers — a WebAssembly micro-OS that runs Node.js natively inside the browser. Boot full-stack Next.js, Vite, Angular, or Astro apps in milliseconds with no remote VM, share live via URL, and embed interactive code examples in docs. Also the home of Bolt.new, StackBlitz's AI full-stack app builder.
