DataTalksClub / data-engineering-zoomcamp

Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. Join the course here 👇🏼

dbt-labs / dbt

dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.

mage-ai / mage-ai

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

evidence-dev / evidence

Business intelligence as code: build fast, interactive data visualizations in SQL and markdown

lightdash / lightdash

Agentic BI. Analytics at the speed of code ⚡️

SQLMesh / sqlmesh

Scalable and efficient data transformation framework - backwards compatible with dbt.

sodadata / soda-core

Data Contracts engine for the modern data stack. https://www.soda.io

elementary-data / elementary

The dbt-native data observability solution for data & analytics engineers. Monitor your data pipelines in minutes. Available as self-hosted or cloud service with premium features.

dbt-labs / metricflow

MetricFlow allows you to define, build, and maintain metrics in code.

dbt-labs / dbt-utils

Utility functions for dbt projects.

Multiwoven / multiwoven

🔥🔥🔥 Open source Reverse ETL - alternative to hightouch and census.

slothflowlabs / duckle

Open-source ETL/ELT you deploy on your own servers or cloud. Built on DuckDB: no-code/low-code visual pipelines or SQL, 385 components, dbt, CDC, data quality, reverse ETL, lineage, MCP for AI agents. No vendor cloud, no per-row billing.

duckdb / dbt-duckdb

dbt adapter for DuckDB

astronomer / astronomer-cosmos

Run your dbt Core or dbt Fusion projects as Apache Airflow DAGs and Task Groups with a few lines of code

mdbtools / mdbtools

MDB Tools - Read Access databases on *nix

datacontract / datacontract-cli

Open-source data contract testing for Snowflake, Databricks, BigQuery, Kafka & 15 more. Built on the Open Data Contract Standard (ODCS). MIT.

zoltanctoth / complete-dbt-bootcamp-zero-to-hero

Supplementary Materials for the The Complete dbt (Data Build Tool) Bootcamp Udemy course

AltimateAI / altimate-code

Open-source agentic data engineering harness for dbt, SQL, and cloud warehouses. 100+ tools, 10 warehouses, AI-powered.

dbt-labs / dbt-agent-skills

A curated collection of Agent Skills for working with dbt, to help AI agents understand and execute dbt workflows more effectively.

dbt-labs / dbt-codegen

Macros that generate dbt code

Ecogenomics / GTDBTk

GTDB-Tk: a toolkit for assigning objective taxonomic classifications to bacterial and archaeal genomes.

gouline / dbt-metabase

dbt + Metabase integration

dbt-labs / dbt-mcp

A MCP (Model Context Protocol) server for interacting with dbt.

matsonj / nba-monte-carlo

Monte Carlo simulation of the NBA season, leveraging dbt, duckdb and evidence.dev

AltimateAI / vscode-dbt-power-user

This extension makes vscode seamlessly work with dbt™: Auto-complete, preview, column lineage, AI docs generation, health checks, cost estimation etc

dbt-labs / dbt-project-evaluator

This package contains native dbt checks to report and fix issues in your dbt project

dbt-labs / dbt-charts

Declarative YAML around SQL for dbt-native dashboards: easy for agents to write, easy for humans to audit.

tconbeer / sqlfmt

sqlfmt formats your dbt SQL files so you don't have to

elementary-data / dbt-data-reliability

This dbt package captures metadata, artifacts, and test results so you can detect anomalies, monitor data quality, and build metadata tables. It powers Elementary OSS and feeds the wider context layer used by Elementary Cloud’s full Data & AI Control Plane.

schumannx / full-stack-data-engineering

End-to-end streaming data platform on AWS: Kafka → Iceberg lake → Kimball model → Athena, orchestrated with Airflow 3. Terraform, Glue PySpark, dbt.

Snowflake-Labs / data-eng-bench

Data-engineering benchmark for coding agents (DuckDB + Snowflake dbt tasks).

dbose / modelith

Ontology-anchored, git-native data modeling for dbt-core teams

northgraindata / dsui

Open-source, extensible platform for your data stack. Connect tools, install plugins, and build custom capabilities.

Victor-Kipruto-Rop / knbs-cbk-pipeline

Ingests KNBS and CBK public indicators, standardizes and transforms them with dbt, stores marts in PostgreSQL, and exposes query + CSV APIs with signed cursor pagination, ETag caching (Redis), and rate limiting.

Unknown-333 / awesome-data-engineering-skills

36 data-engineering skills for AI coding agents — dbt, Airflow, Dagster, Prefect, Spark, Snowflake, BigQuery, Databricks, Kafka, Iceberg. Portable SKILL.md Agent Skills (the format Anthropic launched as Claude Skills), with idempotency, backfill, and data-quality know-how. Runs in Claude Code, Cursor, Codex, Copilot, Gemini CLI and more.