dataops-testgen

by DataKitchen · Databases · ★ 79

dataops-testgen is an MCP server by DataKitchen. Open-source data quality tool: profiles tables, generates data quality tests from the profiling results, and runs them on a schedule with freshness, volume, and schema monitoring. Web UI, CLI, and MCP server. 14 databases plus CSV, Parquet, and JSON files. Apache 2.0. It has 79 GitHub stars and ranks #178 of 630 in Databases by stars.

Category: Databases
Author: DataKitchen
GitHub stars: 79
This week: Tracking since 22 Oct 2026
Language: Python
License: Apache-2.0 (open source)
Last update: 2026-10-21 (3 days ago)
Links: Source Website

bigquery
data-engineering
data-observability
data-profiling
data-quality
data-testing
data-validation
databricks
dataops
duckdb
mcp
mcp-server
+7 more

How to install dataops-testgen

Install steps differ per project, so follow the README in the dataops-testgen repository. Most MCP servers start with a single command (npx -y <package>, uvx <package> or a Docker image) that you add to your client's config. The install guide shows where that goes in Claude Code, Claude Desktop, Cursor and VS Code.

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Frequently asked questions

What is dataops-testgen?

dataops-testgen is an MCP server by DataKitchen in the Databases category. Open-source data quality tool: profiles tables, generates data quality tests from the profiling results, and runs them on a schedule with freshness, volume, and schema monitoring. Web UI, CLI, and MCP server. 14 databases... It has 79 GitHub stars and ranks #178 of 630 in Databases by stars.

Is dataops-testgen free and open source?

Yes. dataops-testgen is published under the Apache-2.0 license, so you can run, modify and self-host it at no cost. If it connects to a paid service, that service's own pricing and API terms still apply. Check the repository for the exact license text before using it commercially.

What are the alternatives to dataops-testgen?

Other Databases projects on MCP Harbor include Chat2DB, dbx, mcp-toolbox. Each alternative links to its own page with stars, license and recent activity. The Databases category ranks all 630 by stars, and you can re-sort it by growth this week.

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Data last updated 25 October 2026. Stars and downloads are refreshed every day from GitHub and npm.