Skip to content
56

Awesome Data & AI Governance

πŸ“™ Awesome Data Catalogs and Observability Platforms.

1.1k stars82 forks46 entriesLast push Aug 14, 2025 (1 year ago)License MIT

This page lists names, links and short descriptions. The original list on GitHub is the source and belongs to its authors.

Open-source Data & AI Governance Tools and Platforms >Amundsen

Website

| GitHub

In 2 lists

More features >DataHub

Website

| GitHub

In 2 lists

details

More features >Marquez

Website

| GitHub

OpenLineage

Open standard for lineage metadata collection designed to instrument jobs as they run. Defines a generic model of run, job, and dataset entities for consistent data lineage tracking. Apache 2.0 licensed.

In 3 lists

More features >Atlas

Website

| GitHub

In 2 lists

More features >CKAN

Website

| GitHub

In 3 lists

More features >Magda

Website

| GitHub

More features >Open Data Discovery (ODD) Platform

Website

| GitHub

More features >OpenMetadata

Website

| GitHub

In 2 lists

More features >Elementary

Website

| GitHub

More features >Apache Gravitino

Website

| GitHub

In 2 lists

More features >Soda Core

Website

| GitHub

In 2 lists

More features >Grai

Website

| GitHub | Docs

Grai Schemas

A data catalog tool that integrates into your CI system exposing downstream impact testing of data changes. These tests prevent data changes which might break data pipelines or BI dashboards from making it to production.

In 3 lists

More features >Hamilton

GitHub

| Python | - A scalable general purpose micro-framework for defining dataflows. You can use it to build dataframes, numpy matrices, python objects, ML models, etc. Embed Hamilton anywhere python runs, e.g. spark, airflow, jupyter, fastapi, python scripts, etc.

In 10 listsDetails

More features >Egeria

Website

| GitHub

In 2 lists

Proprietary Data & AI Governance Tools and Platforms >Collibra

Website

| GitHub

In 2 lists

More features >Informatica

Website

| GitHub

More features >Alation

Website

| GitHub

In 2 lists

More features >Atlan

Website

| GitHub

In 2 lists

More features >DataGalaxy

Website

| GitHub

More features >Talend

Website

| GitHub

More features >Select Star

Website

In 2 lists

More features >DataKitchen DataOps Observability

Website

More features >Monte Carlo

Website

In 2 lists

More features >Databand

Website

| GitHub

In 2 lists

More features >Datafold

Website

| GitHub

In 2 lists

More features >Ataccama

Website

| GitHub

More features >Collate AI Platform

Website

| GitHub

More features >DataHub Cloud

Website

| GitHub

More features >IBM Data Observability by Databand

Website

| GitHub

More features >IBM watsonx.data intelligence

Website

| GitHub

More features >Precisely

Website

| GitHub

More features >erwin

Website

| GitHub

More features >OneTrust

Website

| GitHub

In 2 lists

More features >data.world

Website

| GitHub

In 4 listsDetails

More features >Zeenea

Website

| GitHub

More features >Explorium

Website

| GitHub

More features >Metaplane

Website

| GitHub

In 3 lists

More features >BigID

Website

| GitHub

More features >OvalEdge

Website

| GitHub

Cloud Data & AI Governance Tools and Platforms >Amazon DataZone

Website

Cloud Data & AI Governance Tools and Platforms >Google Cloud Dataplex Universal Catalog

Website

| GitHub

More features >Microsoft Purview Unified Catalog

Website

More features >Databricks Unity Catalog

Website

More features >Snowflake Horizon Catalog

Website

See category
94

Table of Contents

hesreallyhim/awesome-claude-code

A hand-picked collection of the finest of resources for the most awesome of agents, Claude Code, the undisputed champion of coding companions, from the unstoppable team…

Freshβ˜… 55k202 entriesPushed today
94

Awesome Agent Skills

VoltAgent/awesome-agent-skills

A curated collection of 1000+ agent skills from official dev teams and the community, compatible with Claude Code, Codex, Gemini CLI, Cursor, and more.

Freshβ˜… 35k839 entriesPushed today
93

Awesome Machine Learning

josephmisiti/awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

Freshβ˜… 74k1188 entriesPushed 7 days ago
92

Awesome Production Machine Learning

EthicalML/awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

Freshβ˜… 21k519 entriesPushed 3 days ago
92

AWESOME DATA SCIENCE

academic/awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

Freshβ˜… 30k881 entriesPushed today
91

Static Analysis

analysis-tools-dev/static-analysis

βš™οΈ A curated list of static analysis (SAST) tools and linters for all programming languages, config files, build tools, and more. The focus is on tools which improve…

Freshβ˜… 15k528 entriesPushed 8 days ago