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dbt-msft/dbt-sqlserver

dbt adapter for SQL Server and Azure SQL

★260STARS
⑂113FORKS
!12ISSUES
🏆#6,633GLOBAL RANK
🔥6DAYS TRENDING
🚀
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Momentum

+10

STARS · LAST 30 DAYS

1

PER DAY

#812

MOST-STARRED Python

Window7 days30 days90 days
Stars gained+7+10+90
Per day111
Forks gained+1+3+10

dbt-sqlserver gained 10 stars in the last 30 days, about 1 a day, and now has 260. It is about 7 years old and has averaged roughly 37 stars a year. It ranks #812 among Python repositories and #6,633 across all languages on GitHubRepo.

Trending Record

dbt-sqlserver has maintained a continuous presence across global trending indexes, peaking at #3410. Below is the 30-day activity profile:

💡 Overview

dbt-sqlserver is an open-source project written in Python: dbt adapter for SQL Server and Azure SQL.

Engineered for speed, consistency, and developer ease, it solves common hurdles in analytics-engineering, azure-sql, azure-sql-db. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.

⚡ Key Features

1

Optimized execution pipeline written in Python for predictable speed.

2

Zero-friction configuration with comprehensive sensible defaults out of the box.

3

Cross-platform runtime support across Linux, macOS, and Windows environments.

4

Strong typing and modular architecture designed for easy extension and maintainability.

5

Standardized CLI and API interfaces for smooth integration into CI/CD workflows.

6

Active community maintenance with regular dependency updates and security patches.

📥 Installation

terminal
$ pip install dbt-sqlserver

⚙ System Requirements

Platforms

  • • macOS
  • • Linux
  • • Windows

Runtime & Dependencies

Python >= 3.9, pip, virtualenv

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

dbt-sqlserver coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.

🎯 Production Use Cases

Production System Integration

Embed dbt-sqlserver into Python backend services to handle core application logic.

CI/CD Automated Pipelines

Run automated validation, builds, and integration suites during deployments.

Developer Tooling & Workflows

Accelerate developer onboarding with pre-configured project utilities.

Open Source Extension

Fork and customize internal modules under the repository's open MIT license.

🚀 Getting Started

1

Install dbt-sqlserver using your package manager: `pip install dbt-sqlserver`

2

Initialize your project workspace or configuration file for dbt-sqlserver.

3

Import dbt-sqlserver into your codebase or invoke it directly from your terminal.

4

Execute your test suite or run `dbt-sqlserver --help` to verify successful setup.

👍 Strengths

Active community backing with 258 GitHub stars and verified adoption.
Permissive open-source distribution under the MIT license.
Built in Python for high execution speed and developer familiarity.
Cross-platform compatibility across modern Linux, macOS, and Windows environments.
Clean modular design allowing flexible configuration and pipeline integration.

⚠️ Considerations

Requires familiarity with Python and modern CLI workflows.
Ecosystem extensions may require manual configuration depending on environment constraints.
Active development roadmap means breaking API changes may occur across major versions.

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👥 Who Should Use This

Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.

🏆 Nearby in the Rankings

dbt-msft/dbt-sqlserver is currently ranked #6,633 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

RankRepositoryLanguageStarsAction
#6,624 pantographe/view_component-form Ruby ★ 261 Compare ↗
#6,624 microsoftgraph/microsoft-graph-explorer-v4 TypeScript ★ 261 Compare ↗
#6,624 Homebrew/ruby-macho Ruby ★ 261 Compare ↗
#6,624 qoobaa/s3 Ruby ★ 261 Compare ↗
#6,624 staticmatic/staticmatic Ruby ★ 261 Compare ↗
#6,633 dbt-msft/dbt-sqlserver This Project Python ★ 260
#6,633 espen/balder HTML ★ 260 Compare ↗
#6,633 Fody/Anotar C# ★ 260 Compare ↗
#6,633 OrienteerBAP/Orienteer Java ★ 260 Compare ↗
#6,633 FasterXML/woodstox Java ★ 260 Compare ↗
#6,633 RemyDuijkeren/NodaMoney C# ★ 260 Compare ↗

Frequently Asked Questions

What does dbt-sqlserver do? +

dbt adapter for SQL Server and Azure SQL

What language is dbt-sqlserver written in? +

The primary language is Python. Topics include: analytics-engineering, azure-sql, azure-sql-db, data-engineering, dbt.

Is dbt-sqlserver actively maintained? +

Yes, the last recorded push was on Sep 28, 2026 with 12 open issues being tracked.

How many stars does dbt-sqlserver have? +

dbt-sqlserver has 260 stars and 113 forks on GitHub.

How does dbt-sqlserver rank among GitHub repositories? +

With 260 stars, dbt-msft/dbt-sqlserver is ranked #6,633 globally across all repositories tracked on GitHubRepo and #812 among Python projects.

What license is dbt-sqlserver distributed under? +

The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.

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