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mage-ai

mage-ai/mage-ai

Build, run and manage data pipelines for integrating and transforming data

GitHub Website

GraphCanon updated Sep 18, 2026 · GitHub synced Sep 18, 2026

40views this month

8.8k stars990 forksLast push Sep 11, 2026 Python Apache-2.0

Decision brief

Mage OSS offers a self-hosted Python-centric notebook-style UI for creating production-grade data pipelines with modular code blocks.

Good fit when

You need a local, self-hosted solution for building ETL tasks or orchestrating transformations.
Prefer integrating dbt models directly in your pipeline development environment.

Avoid when

You need a cloud-hosted service with pre-provisioned storage and compute resources.
Looking for real-time collaboration features beyond the notebook-style interface.

Observed Jul 17, 2026 · Source: enrich:decision_facts

mage-ai alternatives Trust report

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Maintenance and security

Full trust report

Maintenance: Very active (6d since push); As of Sep 18, 2026
Provenance: Not a fork · Organization account; As of Sep 18, 2026
Security (OSV): 207 low (207 low); As of Jul 15, 2026

Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.

Install

pip install mage-ai

PyPI

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Evidence and technical details

Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.

Overview

Mage OSS provides a self-hosted development environment for creating production-grade data pipelines with modular code in a notebook-style interface.

Capability facts

Deploy: Self-host
Source: dockerfile:Dockerfile · Sep 18, 2026
Docker: Dockerfile present
Source: dockerfile:Dockerfile · Sep 18, 2026
Languages: python
Source: github.language+pyproject.toml · Sep 18, 2026

Compatibility

Sourced claims from the README excerpt - not unsourced marketing copy.

Python runtimePython

Source: README excerpt (regex_v1, Sep 18, 2026)

- Build pipelines locally with Python, SQL, or R in a modular notebook-style UI

Source link

README

Mage OSS Build modern data pipelines locally — fast, visual, and production ready. <br / Mage OSS is a self hosted development environment designed to help teams create production grade data pipelines with confidence. Ideal for automating ETL tasks, architecting data flow, or orc...

For agents

This page has a .md twin and JSON over the API.

/tools/mage-ai-mage-ai.md GET /api/graphcanon/tools/mage-ai-mage-ai GET /api/graphcanon/graph?tool=mage-ai-mage-ai