{"repo":"Astoriel/dbt-doctor","free":true,"listed":false,"github":"https://github.com/Astoriel/dbt-doctor","clone":"git clone https://github.com/Astoriel/dbt-doctor.git","description":"AI-driven quality & governance MCP Server for dbt projects. Audit coverage, profile data, detect schema drift, and auto-generate documentation — all through natural language with your AI assistant.","language":"Python","stars":132,"topics":["audit","dbt-packages","mcp-server"],"license":"MIT","category":"mcp-servers","readme_excerpt":"AI-driven quality and governance MCP Server for dbt projects. Audit coverage, profile data, detect schema drift, and auto-generate documentation—all through natural language with an AI assistant. --- Project status Active alpha. Snapshot date: 2025-12-25. See STATUS.md and KNOWN LIMITATIONS.md for what is working today, what is planned, and what is not claimed. What is dbt-doctor? dbt-doctor is a Model Context Protocol (MCP) server that provides your AI coding assistant with deep context regarding your dbt project's health. Instead of manually running CLI commands and analyzing outputs, you can interact with your AI: - \"What's the overall health of my dbt project?\" - \"Profile the fct orders model and suggest appropriate tests.\" - \"Auto-document the models that have the lowest test coverage.\" The tool handles the heavy operations—reading the manifest, profiling your data warehouse, detecting schema drift, and writing back to schema.yml files—without requiring you to leave the chat. Note: This tool is designed to complement the official dbt-labs/dbt-mcp. While dbt-labs/dbt-mcp focuses on running dbt commands, dbt-doctor focuses on auditing, profiling, and documentation. Key Features Project Auditing Evaluate your project with a 0–100% score based on documentation, testing, and naming conventions. Access a ranked list of models lacking coverage to prioritize your efforts. Data Profiling Perform efficient single-pass column statistics—including NULL rates, cardinality, min/max va","default_branch":null,"files":null,"tree":[],"storefront":"/r/Astoriel","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Astoriel/dbt-doctor/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}